diff --git a/README.md b/README.md
index bc09950..49b4077 100644
--- a/README.md
+++ b/README.md
@@ -89,3 +89,7 @@ Canon-side evaluation packs live under `infospace/evaluations/`. The first pack
 is `user-engine`, which prepares pre-integration assessment of a user-management
 capability against Organization, Access Control, Governance, Data, Security,
 Task, PURPOSES, CARING, and the `small-saas` profile.
+
+`railiance-fabric` adds conformance support for graph-oriented entity and edge
+capture, including mapping expectations and visualization examples that separate
+canonical relationships from display-only graph edges.
diff --git a/infospace/agent/briefs/conformance-railiance-fabric-consumer-workplan-brief.md b/infospace/agent/briefs/conformance-railiance-fabric-consumer-workplan-brief.md
new file mode 100644
index 0000000..84b392c
--- /dev/null
+++ b/infospace/agent/briefs/conformance-railiance-fabric-consumer-workplan-brief.md
@@ -0,0 +1,30 @@
+---
+id: agent-brief/conformance-railiance-fabric-consumer-workplan-brief
+artifact_id: conformance/railiance-fabric/consumer-workplan-brief
+source_path: evaluations/railiance-fabric/consumer-workplan-brief.md
+source_kind: consumer-workplan-brief
+generated: true
+---
+
+<!-- GENERATED by info_tech_canon; do not edit by hand. -->
+
+# Agent Brief: Railiance Fabric Consumer Workplan Brief
+
+- Artifact ID: `conformance/railiance-fabric/consumer-workplan-brief`
+- Kind: `consumer-workplan-brief`
+- Canonical path: `evaluations/railiance-fabric/consumer-workplan-brief.md`
+- Full source: `evaluations/railiance-fabric/consumer-workplan-brief.md`
+- Summary: Consumer repo workplan seed brief: Railiance Fabric Consumer Workplan Brief.
+
+## Retrieval Hints
+
+Imports and anchors:
+- `model/purpose-demand-extension`
+
+## Owned Concepts
+
+- `Railiance Fabric Consumer Workplan Brief`
+
+## Related Distinctions
+
+No common distinction is anchored directly on this artifact.
diff --git a/infospace/agent/briefs/conformance-railiance-fabric-entity-edge-capture-criteria.md b/infospace/agent/briefs/conformance-railiance-fabric-entity-edge-capture-criteria.md
new file mode 100644
index 0000000..46da995
--- /dev/null
+++ b/infospace/agent/briefs/conformance-railiance-fabric-entity-edge-capture-criteria.md
@@ -0,0 +1,38 @@
+---
+id: agent-brief/conformance-railiance-fabric-entity-edge-capture-criteria
+artifact_id: conformance/railiance-fabric/entity-edge-capture-criteria
+source_path: evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
+source_kind: capture-criteria
+generated: true
+---
+
+<!-- GENERATED by info_tech_canon; do not edit by hand. -->
+
+# Agent Brief: Railiance Fabric Entity And Edge Capture Criteria
+
+- Artifact ID: `conformance/railiance-fabric/entity-edge-capture-criteria`
+- Kind: `capture-criteria`
+- Canonical path: `evaluations/railiance-fabric/entity-edge-capture-criteria.yaml`
+- Full source: `evaluations/railiance-fabric/entity-edge-capture-criteria.yaml`
+- Summary: Criteria for canonical entity and edge capture: Railiance Fabric Entity And Edge Capture Criteria.
+
+## Retrieval Hints
+
+Imports and anchors:
+- `model/data`
+- `model/devsecops`
+- `model/governance`
+- `model/landscape`
+- `model/network`
+- `model/observability`
+- `model/purpose-demand-extension`
+- `model/security`
+- `model/task`
+
+## Owned Concepts
+
+- `Railiance Fabric Entity And Edge Capture Criteria`
+
+## Related Distinctions
+
+No common distinction is anchored directly on this artifact.
diff --git a/infospace/agent/briefs/conformance-railiance-fabric-mapping-expectations.md b/infospace/agent/briefs/conformance-railiance-fabric-mapping-expectations.md
new file mode 100644
index 0000000..554518f
--- /dev/null
+++ b/infospace/agent/briefs/conformance-railiance-fabric-mapping-expectations.md
@@ -0,0 +1,29 @@
+---
+id: agent-brief/conformance-railiance-fabric-mapping-expectations
+artifact_id: conformance/railiance-fabric/mapping-expectations
+source_path: evaluations/railiance-fabric/mapping-expectations.yaml
+source_kind: mapping-expectation
+generated: true
+---
+
+<!-- GENERATED by info_tech_canon; do not edit by hand. -->
+
+# Agent Brief: Railiance Fabric Mapping Expectations
+
+- Artifact ID: `conformance/railiance-fabric/mapping-expectations`
+- Kind: `mapping-expectation`
+- Canonical path: `evaluations/railiance-fabric/mapping-expectations.yaml`
+- Full source: `evaluations/railiance-fabric/mapping-expectations.yaml`
+- Summary: Expected mappings between consumer graph capture and canon surfaces: Railiance Fabric Mapping Expectations.
+
+## Retrieval Hints
+
+No imports or anchors recorded.
+
+## Owned Concepts
+
+- `Railiance Fabric Mapping Expectations`
+
+## Related Distinctions
+
+No common distinction is anchored directly on this artifact.
diff --git a/infospace/agent/briefs/conformance-railiance-fabric-visualization-examples.md b/infospace/agent/briefs/conformance-railiance-fabric-visualization-examples.md
new file mode 100644
index 0000000..5a01101
--- /dev/null
+++ b/infospace/agent/briefs/conformance-railiance-fabric-visualization-examples.md
@@ -0,0 +1,29 @@
+---
+id: agent-brief/conformance-railiance-fabric-visualization-examples
+artifact_id: conformance/railiance-fabric/visualization-examples
+source_path: evaluations/railiance-fabric/visualization-examples.yaml
+source_kind: visualization-example-set
+generated: true
+---
+
+<!-- GENERATED by info_tech_canon; do not edit by hand. -->
+
+# Agent Brief: Railiance Fabric Visualization Examples
+
+- Artifact ID: `conformance/railiance-fabric/visualization-examples`
+- Kind: `visualization-example-set`
+- Canonical path: `evaluations/railiance-fabric/visualization-examples.yaml`
+- Full source: `evaluations/railiance-fabric/visualization-examples.yaml`
+- Summary: Graph visualization examples and bad-shape corrections: Railiance Fabric Visualization Examples.
+
+## Retrieval Hints
+
+No imports or anchors recorded.
+
+## Owned Concepts
+
+- `Railiance Fabric Visualization Examples`
+
+## Related Distinctions
+
+No common distinction is anchored directly on this artifact.
diff --git a/infospace/agent/briefs/conformance-railiance-fabric.md b/infospace/agent/briefs/conformance-railiance-fabric.md
new file mode 100644
index 0000000..5f9de0c
--- /dev/null
+++ b/infospace/agent/briefs/conformance-railiance-fabric.md
@@ -0,0 +1,39 @@
+---
+id: agent-brief/conformance-railiance-fabric
+artifact_id: conformance/railiance-fabric
+source_path: evaluations/railiance-fabric/conformance-pack.yaml
+source_kind: conformance-pack
+generated: true
+---
+
+<!-- GENERATED by info_tech_canon; do not edit by hand. -->
+
+# Agent Brief: Railiance Fabric Canon Conformance Pack
+
+- Artifact ID: `conformance/railiance-fabric`
+- Kind: `conformance-pack`
+- Canonical path: `evaluations/railiance-fabric/conformance-pack.yaml`
+- Full source: `evaluations/railiance-fabric/conformance-pack.yaml`
+- Summary: Machine-readable canon-side conformance support pack: Railiance Fabric Canon Conformance Pack.
+
+## Retrieval Hints
+
+Imports and anchors:
+- `model/data`
+- `model/devsecops`
+- `model/governance`
+- `model/landscape`
+- `model/network`
+- `model/observability`
+- `model/purpose-demand-extension`
+- `model/security`
+- `model/task`
+- `standard/tagging`
+
+## Owned Concepts
+
+- `Railiance Fabric Canon Conformance Pack`
+
+## Related Distinctions
+
+No common distinction is anchored directly on this artifact.
diff --git a/infospace/agent/consumer-briefs/railiance-fabric.md b/infospace/agent/consumer-briefs/railiance-fabric.md
index 7e3c9a8..232ebbc 100644
--- a/infospace/agent/consumer-briefs/railiance-fabric.md
+++ b/infospace/agent/consumer-briefs/railiance-fabric.md
@@ -18,10 +18,14 @@ Use the canon to make captured entities and edges cleaner for conformance and vi
 - `agent/templates/canon-interface-card.template.yaml`
 - `models/governance/InfoTechCanonPurposeDemandExtension.md`
 - `patterns/intent-scope-purposes.md`
-- `evaluations/user-engine/evaluation-pack.yaml`
 - `examples/consumer-purpose-portfolio.yaml`
-- `profiles/small-saas/profile.yaml`
 - `views/by-concept.md`
+- `evaluations/railiance-fabric/conformance-pack.yaml`
+- `evaluations/railiance-fabric/entity-edge-capture-criteria.yaml`
+- `evaluations/railiance-fabric/mapping-expectations.yaml`
+- `evaluations/railiance-fabric/visualization-examples.yaml`
+- `models/landscape/InfoTechCanonLandscapeModel.md`
+- `models/network/InfoTechCanonNetworkModel.md`
 
 ## Workplan Boundary
 
diff --git a/infospace/agent/consumer-briefs/repo-scoping.md b/infospace/agent/consumer-briefs/repo-scoping.md
index 8585c37..c079920 100644
--- a/infospace/agent/consumer-briefs/repo-scoping.md
+++ b/infospace/agent/consumer-briefs/repo-scoping.md
@@ -18,10 +18,12 @@ Compare repo-scoping concepts with canon INTENT, SCOPE, PURPOSES, and interface-
 - `agent/templates/canon-interface-card.template.yaml`
 - `models/governance/InfoTechCanonPurposeDemandExtension.md`
 - `patterns/intent-scope-purposes.md`
-- `evaluations/user-engine/evaluation-pack.yaml`
 - `examples/consumer-purpose-portfolio.yaml`
-- `profiles/small-saas/profile.yaml`
 - `views/by-concept.md`
+- `models/governance/InfoTechCanonPurposeDemandExtension.md`
+- `patterns/intent-scope-purposes.md`
+- `agent/templates/canon-interface-card.template.yaml`
+- `examples/consumer-purpose-portfolio.yaml`
 
 ## Workplan Boundary
 
diff --git a/infospace/agent/consumer-briefs/user-engine.md b/infospace/agent/consumer-briefs/user-engine.md
index 4806b06..7f42489 100644
--- a/infospace/agent/consumer-briefs/user-engine.md
+++ b/infospace/agent/consumer-briefs/user-engine.md
@@ -18,10 +18,13 @@ Evaluate user-management concepts, roles, access traces, profile claims, and gov
 - `agent/templates/canon-interface-card.template.yaml`
 - `models/governance/InfoTechCanonPurposeDemandExtension.md`
 - `patterns/intent-scope-purposes.md`
-- `evaluations/user-engine/evaluation-pack.yaml`
 - `examples/consumer-purpose-portfolio.yaml`
-- `profiles/small-saas/profile.yaml`
 - `views/by-concept.md`
+- `evaluations/user-engine/evaluation-pack.yaml`
+- `evaluations/user-engine/questions.yaml`
+- `evaluations/user-engine/interface-card-expectations.yaml`
+- `evaluations/user-engine/small-saas-alignment.yaml`
+- `profiles/small-saas/profile.yaml`
 
 ## Workplan Boundary
 
diff --git a/infospace/agent/global-agent-brief.md b/infospace/agent/global-agent-brief.md
index 3a6cec8..e064152 100644
--- a/infospace/agent/global-agent-brief.md
+++ b/infospace/agent/global-agent-brief.md
@@ -5,8 +5,8 @@
 This brief summarizes the current canon service surface for agents.
 
 - Infospace slug: `canon`
-- Artifact count: 39
-- Retrieval index items: 39
+- Artifact count: 44
+- Retrieval index items: 44
 - Primary confidence command: `make validate`
 - Refresh generated indexes and views with: `make index`
 - Refresh agent briefs and interface templates with: `make agent-briefs`
diff --git a/infospace/agent/retrieval-index.json b/infospace/agent/retrieval-index.json
index 72c5409..2adb2b4 100644
--- a/infospace/agent/retrieval-index.json
+++ b/infospace/agent/retrieval-index.json
@@ -43,7 +43,7 @@
     }
   ],
   "infospace": "canon",
-  "item_count": 39,
+  "item_count": 44,
   "items": [
     {
       "canonical_path": "concepts/purpose-demand.yaml",
@@ -71,6 +71,240 @@
       "title": "Purpose And Consumer Demand Concept Catalog",
       "warnings": []
     },
+    {
+      "canonical_path": "evaluations/railiance-fabric/conformance-pack.yaml",
+      "id": "conformance/railiance-fabric",
+      "imports": [
+        "model/data",
+        "model/devsecops",
+        "model/governance",
+        "model/landscape",
+        "model/network",
+        "model/observability",
+        "model/purpose-demand-extension",
+        "model/security",
+        "model/task",
+        "standard/tagging"
+      ],
+      "kind": "conformance-pack",
+      "owned_concepts": [
+        "Railiance Fabric Canon Conformance Pack"
+      ],
+      "relationships": [
+        {
+          "target": "model/landscape",
+          "type": "uses"
+        },
+        {
+          "target": "model/network",
+          "type": "uses"
+        },
+        {
+          "target": "model/data",
+          "type": "uses"
+        },
+        {
+          "target": "model/devsecops",
+          "type": "uses"
+        },
+        {
+          "target": "model/observability",
+          "type": "uses"
+        },
+        {
+          "target": "model/governance",
+          "type": "uses"
+        },
+        {
+          "target": "model/security",
+          "type": "uses"
+        },
+        {
+          "target": "model/task",
+          "type": "uses"
+        },
+        {
+          "target": "model/purpose-demand-extension",
+          "type": "uses"
+        },
+        {
+          "target": "standard/tagging",
+          "type": "uses"
+        }
+      ],
+      "source_path": "infospace/evaluations/railiance-fabric/conformance-pack.yaml",
+      "summary": "Machine-readable canon-side conformance support pack: Railiance Fabric Canon Conformance Pack.",
+      "title": "Railiance Fabric Canon Conformance Pack",
+      "warnings": []
+    },
+    {
+      "canonical_path": "evaluations/railiance-fabric/consumer-workplan-brief.md",
+      "id": "conformance/railiance-fabric/consumer-workplan-brief",
+      "imports": [
+        "model/purpose-demand-extension"
+      ],
+      "kind": "consumer-workplan-brief",
+      "owned_concepts": [
+        "Railiance Fabric Consumer Workplan Brief"
+      ],
+      "relationships": [
+        {
+          "target": "conformance/railiance-fabric",
+          "type": "part_of"
+        },
+        {
+          "target": "model/purpose-demand-extension",
+          "type": "uses"
+        }
+      ],
+      "source_path": "infospace/evaluations/railiance-fabric/consumer-workplan-brief.md",
+      "summary": "Consumer repo workplan seed brief: Railiance Fabric Consumer Workplan Brief.",
+      "title": "Railiance Fabric Consumer Workplan Brief",
+      "warnings": []
+    },
+    {
+      "canonical_path": "evaluations/railiance-fabric/entity-edge-capture-criteria.yaml",
+      "id": "conformance/railiance-fabric/entity-edge-capture-criteria",
+      "imports": [
+        "model/data",
+        "model/devsecops",
+        "model/governance",
+        "model/landscape",
+        "model/network",
+        "model/observability",
+        "model/purpose-demand-extension",
+        "model/security",
+        "model/task"
+      ],
+      "kind": "capture-criteria",
+      "owned_concepts": [
+        "Railiance Fabric Entity And Edge Capture Criteria"
+      ],
+      "relationships": [
+        {
+          "target": "conformance/railiance-fabric",
+          "type": "part_of"
+        },
+        {
+          "target": "model/landscape",
+          "type": "uses"
+        },
+        {
+          "target": "model/network",
+          "type": "uses"
+        },
+        {
+          "target": "model/data",
+          "type": "uses"
+        },
+        {
+          "target": "model/devsecops",
+          "type": "uses"
+        },
+        {
+          "target": "model/observability",
+          "type": "uses"
+        },
+        {
+          "target": "model/governance",
+          "type": "uses"
+        },
+        {
+          "target": "model/security",
+          "type": "uses"
+        },
+        {
+          "target": "model/task",
+          "type": "uses"
+        },
+        {
+          "target": "model/purpose-demand-extension",
+          "type": "uses"
+        }
+      ],
+      "source_path": "infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml",
+      "summary": "Criteria for canonical entity and edge capture: Railiance Fabric Entity And Edge Capture Criteria.",
+      "title": "Railiance Fabric Entity And Edge Capture Criteria",
+      "warnings": []
+    },
+    {
+      "canonical_path": "evaluations/railiance-fabric/mapping-expectations.yaml",
+      "id": "conformance/railiance-fabric/mapping-expectations",
+      "imports": [],
+      "kind": "mapping-expectation",
+      "owned_concepts": [
+        "Railiance Fabric Mapping Expectations"
+      ],
+      "relationships": [
+        {
+          "target": "conformance/railiance-fabric",
+          "type": "part_of"
+        },
+        {
+          "target": "model/landscape",
+          "type": "maps"
+        },
+        {
+          "target": "model/network",
+          "type": "maps"
+        },
+        {
+          "target": "model/data",
+          "type": "maps"
+        },
+        {
+          "target": "model/devsecops",
+          "type": "maps"
+        },
+        {
+          "target": "model/observability",
+          "type": "maps"
+        },
+        {
+          "target": "model/governance",
+          "type": "maps"
+        },
+        {
+          "target": "model/security",
+          "type": "maps"
+        },
+        {
+          "target": "model/purpose-demand-extension",
+          "type": "maps"
+        }
+      ],
+      "source_path": "infospace/evaluations/railiance-fabric/mapping-expectations.yaml",
+      "summary": "Expected mappings between consumer graph capture and canon surfaces: Railiance Fabric Mapping Expectations.",
+      "title": "Railiance Fabric Mapping Expectations",
+      "warnings": []
+    },
+    {
+      "canonical_path": "evaluations/railiance-fabric/visualization-examples.yaml",
+      "id": "conformance/railiance-fabric/visualization-examples",
+      "imports": [],
+      "kind": "visualization-example-set",
+      "owned_concepts": [
+        "Railiance Fabric Visualization Examples"
+      ],
+      "relationships": [
+        {
+          "target": "conformance/railiance-fabric",
+          "type": "part_of"
+        },
+        {
+          "target": "conformance/railiance-fabric/entity-edge-capture-criteria",
+          "type": "illustrates"
+        },
+        {
+          "target": "conformance/railiance-fabric/mapping-expectations",
+          "type": "illustrates"
+        }
+      ],
+      "source_path": "infospace/evaluations/railiance-fabric/visualization-examples.yaml",
+      "summary": "Graph visualization examples and bad-shape corrections: Railiance Fabric Visualization Examples.",
+      "title": "Railiance Fabric Visualization Examples",
+      "warnings": []
+    },
     {
       "canonical_path": "evaluations/user-engine/evaluation-pack.yaml",
       "id": "evaluation/user-engine",
diff --git a/infospace/agent/retrieval-index.md b/infospace/agent/retrieval-index.md
index 14614ec..3ae9478 100644
--- a/infospace/agent/retrieval-index.md
+++ b/infospace/agent/retrieval-index.md
@@ -4,7 +4,7 @@
 
 Schema: `info-tech-canon.retrieval-index.v1`
 Infospace: `canon`
-Items: **39**
+Items: **44**
 
 ## Common Distinctions
 
@@ -25,6 +25,56 @@ Items: **39**
 - Imports and anchors: `kernel/itc-core`, `model/governance`
 - Owned concepts: `Purpose And Consumer Demand Concept Catalog`
 
+### Railiance Fabric Canon Conformance Pack
+
+- ID: `conformance/railiance-fabric`
+- Kind: `conformance-pack`
+- Canonical path: `evaluations/railiance-fabric/conformance-pack.yaml`
+- Source path: `infospace/evaluations/railiance-fabric/conformance-pack.yaml`
+- Summary: Machine-readable canon-side conformance support pack: Railiance Fabric Canon Conformance Pack.
+- Imports and anchors: `model/data`, `model/devsecops`, `model/governance`, `model/landscape`, `model/network`, `model/observability`, `model/purpose-demand-extension`, `model/security`, `model/task`, `standard/tagging`
+- Owned concepts: `Railiance Fabric Canon Conformance Pack`
+
+### Railiance Fabric Consumer Workplan Brief
+
+- ID: `conformance/railiance-fabric/consumer-workplan-brief`
+- Kind: `consumer-workplan-brief`
+- Canonical path: `evaluations/railiance-fabric/consumer-workplan-brief.md`
+- Source path: `infospace/evaluations/railiance-fabric/consumer-workplan-brief.md`
+- Summary: Consumer repo workplan seed brief: Railiance Fabric Consumer Workplan Brief.
+- Imports and anchors: `model/purpose-demand-extension`
+- Owned concepts: `Railiance Fabric Consumer Workplan Brief`
+
+### Railiance Fabric Entity And Edge Capture Criteria
+
+- ID: `conformance/railiance-fabric/entity-edge-capture-criteria`
+- Kind: `capture-criteria`
+- Canonical path: `evaluations/railiance-fabric/entity-edge-capture-criteria.yaml`
+- Source path: `infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml`
+- Summary: Criteria for canonical entity and edge capture: Railiance Fabric Entity And Edge Capture Criteria.
+- Imports and anchors: `model/data`, `model/devsecops`, `model/governance`, `model/landscape`, `model/network`, `model/observability`, `model/purpose-demand-extension`, `model/security`, `model/task`
+- Owned concepts: `Railiance Fabric Entity And Edge Capture Criteria`
+
+### Railiance Fabric Mapping Expectations
+
+- ID: `conformance/railiance-fabric/mapping-expectations`
+- Kind: `mapping-expectation`
+- Canonical path: `evaluations/railiance-fabric/mapping-expectations.yaml`
+- Source path: `infospace/evaluations/railiance-fabric/mapping-expectations.yaml`
+- Summary: Expected mappings between consumer graph capture and canon surfaces: Railiance Fabric Mapping Expectations.
+- Imports and anchors: none
+- Owned concepts: `Railiance Fabric Mapping Expectations`
+
+### Railiance Fabric Visualization Examples
+
+- ID: `conformance/railiance-fabric/visualization-examples`
+- Kind: `visualization-example-set`
+- Canonical path: `evaluations/railiance-fabric/visualization-examples.yaml`
+- Source path: `infospace/evaluations/railiance-fabric/visualization-examples.yaml`
+- Summary: Graph visualization examples and bad-shape corrections: Railiance Fabric Visualization Examples.
+- Imports and anchors: none
+- Owned concepts: `Railiance Fabric Visualization Examples`
+
 ### User Engine Canon Evaluation Pack
 
 - ID: `evaluation/user-engine`
diff --git a/infospace/agent/retrieval-index.yaml b/infospace/agent/retrieval-index.yaml
index 5df5db5..3c0c83b 100644
--- a/infospace/agent/retrieval-index.yaml
+++ b/infospace/agent/retrieval-index.yaml
@@ -1,6 +1,6 @@
 schema: info-tech-canon.retrieval-index.v1
 infospace: canon
-item_count: 39
+item_count: 44
 items:
 - id: concept-catalog/purpose-demand
   kind: concept-catalog
@@ -20,6 +20,154 @@ items:
   - type: uses
     target: model/governance
   warnings: []
+- id: conformance/railiance-fabric
+  kind: conformance-pack
+  title: Railiance Fabric Canon Conformance Pack
+  canonical_path: evaluations/railiance-fabric/conformance-pack.yaml
+  source_path: infospace/evaluations/railiance-fabric/conformance-pack.yaml
+  summary: 'Machine-readable canon-side conformance support pack: Railiance Fabric
+    Canon Conformance Pack.'
+  owned_concepts:
+  - Railiance Fabric Canon Conformance Pack
+  imports:
+  - model/data
+  - model/devsecops
+  - model/governance
+  - model/landscape
+  - model/network
+  - model/observability
+  - model/purpose-demand-extension
+  - model/security
+  - model/task
+  - standard/tagging
+  relationships:
+  - type: uses
+    target: model/landscape
+  - type: uses
+    target: model/network
+  - type: uses
+    target: model/data
+  - type: uses
+    target: model/devsecops
+  - type: uses
+    target: model/observability
+  - type: uses
+    target: model/governance
+  - type: uses
+    target: model/security
+  - type: uses
+    target: model/task
+  - type: uses
+    target: model/purpose-demand-extension
+  - type: uses
+    target: standard/tagging
+  warnings: []
+- id: conformance/railiance-fabric/consumer-workplan-brief
+  kind: consumer-workplan-brief
+  title: Railiance Fabric Consumer Workplan Brief
+  canonical_path: evaluations/railiance-fabric/consumer-workplan-brief.md
+  source_path: infospace/evaluations/railiance-fabric/consumer-workplan-brief.md
+  summary: 'Consumer repo workplan seed brief: Railiance Fabric Consumer Workplan
+    Brief.'
+  owned_concepts:
+  - Railiance Fabric Consumer Workplan Brief
+  imports:
+  - model/purpose-demand-extension
+  relationships:
+  - type: part_of
+    target: conformance/railiance-fabric
+  - type: uses
+    target: model/purpose-demand-extension
+  warnings: []
+- id: conformance/railiance-fabric/entity-edge-capture-criteria
+  kind: capture-criteria
+  title: Railiance Fabric Entity And Edge Capture Criteria
+  canonical_path: evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
+  source_path: infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
+  summary: 'Criteria for canonical entity and edge capture: Railiance Fabric Entity
+    And Edge Capture Criteria.'
+  owned_concepts:
+  - Railiance Fabric Entity And Edge Capture Criteria
+  imports:
+  - model/data
+  - model/devsecops
+  - model/governance
+  - model/landscape
+  - model/network
+  - model/observability
+  - model/purpose-demand-extension
+  - model/security
+  - model/task
+  relationships:
+  - type: part_of
+    target: conformance/railiance-fabric
+  - type: uses
+    target: model/landscape
+  - type: uses
+    target: model/network
+  - type: uses
+    target: model/data
+  - type: uses
+    target: model/devsecops
+  - type: uses
+    target: model/observability
+  - type: uses
+    target: model/governance
+  - type: uses
+    target: model/security
+  - type: uses
+    target: model/task
+  - type: uses
+    target: model/purpose-demand-extension
+  warnings: []
+- id: conformance/railiance-fabric/mapping-expectations
+  kind: mapping-expectation
+  title: Railiance Fabric Mapping Expectations
+  canonical_path: evaluations/railiance-fabric/mapping-expectations.yaml
+  source_path: infospace/evaluations/railiance-fabric/mapping-expectations.yaml
+  summary: 'Expected mappings between consumer graph capture and canon surfaces: Railiance
+    Fabric Mapping Expectations.'
+  owned_concepts:
+  - Railiance Fabric Mapping Expectations
+  imports: []
+  relationships:
+  - type: part_of
+    target: conformance/railiance-fabric
+  - type: maps
+    target: model/landscape
+  - type: maps
+    target: model/network
+  - type: maps
+    target: model/data
+  - type: maps
+    target: model/devsecops
+  - type: maps
+    target: model/observability
+  - type: maps
+    target: model/governance
+  - type: maps
+    target: model/security
+  - type: maps
+    target: model/purpose-demand-extension
+  warnings: []
+- id: conformance/railiance-fabric/visualization-examples
+  kind: visualization-example-set
+  title: Railiance Fabric Visualization Examples
+  canonical_path: evaluations/railiance-fabric/visualization-examples.yaml
+  source_path: infospace/evaluations/railiance-fabric/visualization-examples.yaml
+  summary: 'Graph visualization examples and bad-shape corrections: Railiance Fabric
+    Visualization Examples.'
+  owned_concepts:
+  - Railiance Fabric Visualization Examples
+  imports: []
+  relationships:
+  - type: part_of
+    target: conformance/railiance-fabric
+  - type: illustrates
+    target: conformance/railiance-fabric/entity-edge-capture-criteria
+  - type: illustrates
+    target: conformance/railiance-fabric/mapping-expectations
+  warnings: []
 - id: evaluation/user-engine
   kind: evaluation-pack
   title: User Engine Canon Evaluation Pack
diff --git a/infospace/artifacts/index.yaml b/infospace/artifacts/index.yaml
index 2ad7b4a..1072564 100644
--- a/infospace/artifacts/index.yaml
+++ b/infospace/artifacts/index.yaml
@@ -425,6 +425,114 @@ artifacts:
         target: evaluation/user-engine
       - type: uses
         target: model/purpose-demand-extension
+  - id: conformance/railiance-fabric
+    path: evaluations/railiance-fabric/conformance-pack.yaml
+    kind: conformance-pack
+    title: Railiance Fabric Canon Conformance Pack
+    provenance:
+      source_path: infospace/evaluations/railiance-fabric/conformance-pack.yaml
+      placement_workplan: ITC-WP-0008
+    relationships:
+      - type: uses
+        target: model/landscape
+      - type: uses
+        target: model/network
+      - type: uses
+        target: model/data
+      - type: uses
+        target: model/devsecops
+      - type: uses
+        target: model/observability
+      - type: uses
+        target: model/governance
+      - type: uses
+        target: model/security
+      - type: uses
+        target: model/task
+      - type: uses
+        target: model/purpose-demand-extension
+      - type: uses
+        target: standard/tagging
+  - id: conformance/railiance-fabric/entity-edge-capture-criteria
+    path: evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
+    kind: capture-criteria
+    title: Railiance Fabric Entity And Edge Capture Criteria
+    provenance:
+      source_path: infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
+      placement_workplan: ITC-WP-0008
+    relationships:
+      - type: part_of
+        target: conformance/railiance-fabric
+      - type: uses
+        target: model/landscape
+      - type: uses
+        target: model/network
+      - type: uses
+        target: model/data
+      - type: uses
+        target: model/devsecops
+      - type: uses
+        target: model/observability
+      - type: uses
+        target: model/governance
+      - type: uses
+        target: model/security
+      - type: uses
+        target: model/task
+      - type: uses
+        target: model/purpose-demand-extension
+  - id: conformance/railiance-fabric/mapping-expectations
+    path: evaluations/railiance-fabric/mapping-expectations.yaml
+    kind: mapping-expectation
+    title: Railiance Fabric Mapping Expectations
+    provenance:
+      source_path: infospace/evaluations/railiance-fabric/mapping-expectations.yaml
+      placement_workplan: ITC-WP-0008
+    relationships:
+      - type: part_of
+        target: conformance/railiance-fabric
+      - type: maps
+        target: model/landscape
+      - type: maps
+        target: model/network
+      - type: maps
+        target: model/data
+      - type: maps
+        target: model/devsecops
+      - type: maps
+        target: model/observability
+      - type: maps
+        target: model/governance
+      - type: maps
+        target: model/security
+      - type: maps
+        target: model/purpose-demand-extension
+  - id: conformance/railiance-fabric/visualization-examples
+    path: evaluations/railiance-fabric/visualization-examples.yaml
+    kind: visualization-example-set
+    title: Railiance Fabric Visualization Examples
+    provenance:
+      source_path: infospace/evaluations/railiance-fabric/visualization-examples.yaml
+      placement_workplan: ITC-WP-0008
+    relationships:
+      - type: part_of
+        target: conformance/railiance-fabric
+      - type: illustrates
+        target: conformance/railiance-fabric/entity-edge-capture-criteria
+      - type: illustrates
+        target: conformance/railiance-fabric/mapping-expectations
+  - id: conformance/railiance-fabric/consumer-workplan-brief
+    path: evaluations/railiance-fabric/consumer-workplan-brief.md
+    kind: consumer-workplan-brief
+    title: Railiance Fabric Consumer Workplan Brief
+    provenance:
+      source_path: infospace/evaluations/railiance-fabric/consumer-workplan-brief.md
+      placement_workplan: ITC-WP-0008
+    relationships:
+      - type: part_of
+        target: conformance/railiance-fabric
+      - type: uses
+        target: model/purpose-demand-extension
   - id: small-saas/service/billing-portal
     path: profiles/small-saas/artifacts/service.billing-portal.yaml
     kind: profile-artifact
diff --git a/infospace/evaluations/railiance-fabric/conformance-pack.yaml b/infospace/evaluations/railiance-fabric/conformance-pack.yaml
new file mode 100644
index 0000000..c51710a
--- /dev/null
+++ b/infospace/evaluations/railiance-fabric/conformance-pack.yaml
@@ -0,0 +1,71 @@
+id: conformance/railiance-fabric
+title: Railiance Fabric Canon Conformance Pack
+status: candidate
+consumer: railiance-fabric
+purpose: Prepare canon-side support for refactoring railiance-fabric entity and edge capture for conformance, reasoning, and visualization.
+created_by_workplan: ITC-WP-0008
+conformance_mode: pre-refactor
+canon_anchors:
+  - model/landscape
+  - model/network
+  - model/data
+  - model/devsecops
+  - model/observability
+  - model/governance
+  - model/security
+  - model/task
+  - model/purpose-demand-extension
+  - standard/tagging
+  - profile/small-saas
+pack_components:
+  capture_criteria: evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
+  mapping_expectations: evaluations/railiance-fabric/mapping-expectations.yaml
+  visualization_examples: evaluations/railiance-fabric/visualization-examples.yaml
+  consumer_workplan_brief: evaluations/railiance-fabric/consumer-workplan-brief.md
+capture_surfaces:
+  - landscape entities and their ownership boundaries
+  - runtime resources, deployments, repositories, pipelines, and artifacts
+  - network zones, endpoints, reachability, paths, and flows
+  - datasets, datastores, lineage, residency, and processing purpose
+  - observability signals, alerts, incidents, dashboards, and evidence
+  - governance policies, controls, reviews, exceptions, and decisions
+  - security findings, exposure, attack paths, and mitigations
+  - tasks created from gaps, findings, remediation, or evolution pressure
+  - consumer purposes, demand signals, purpose fit, and scope pressure
+readiness_gates:
+  - id: gate/entity-identity
+    title: Captured nodes have stable canonical identity.
+    required: true
+    expects:
+      - Every canonical node has id, kind, title, source, owner or steward, provenance, and canon anchor.
+  - id: gate/edge-semantics
+    title: Captured edges distinguish canonical relationships from display-only edges.
+    required: true
+    expects:
+      - Every canonical edge has type, source, target, source artifact, confidence, and evidence status.
+  - id: gate/visualization-boundary
+    title: Visualization metadata does not become canon meaning.
+    required: true
+    expects:
+      - Layout, color, cluster, rank, and collapse edges are marked display_only.
+  - id: gate/evidence-trace
+    title: Claims can be traced to evidence, signal, or explicit gap.
+    required: true
+    expects:
+      - Captured entities and edges carry evidence references or known gap status.
+  - id: gate/purpose-pressure
+    title: Fabric demand can feed canon evolution without silently changing scope.
+    required: true
+    expects:
+      - Railiance-fabric declares purposes, use cases, demand signals, purpose fit, and requested evolution.
+output_expectations:
+  - completed Canon Interface Card for railiance-fabric
+  - entity category mapping export
+  - edge category mapping export
+  - clean graph examples and corrected bad graph examples
+  - evidence bundle or explicit evidence gaps
+  - consumer-side workplan created in the railiance-fabric repo
+non_goals:
+  - Refactor railiance-fabric in this repo.
+  - Choose railiance-fabric storage, graph database, UI, or rendering technology here.
+  - Treat visual grouping as canonical meaning.
diff --git a/infospace/evaluations/railiance-fabric/consumer-workplan-brief.md b/infospace/evaluations/railiance-fabric/consumer-workplan-brief.md
new file mode 100644
index 0000000..9cb3e25
--- /dev/null
+++ b/infospace/evaluations/railiance-fabric/consumer-workplan-brief.md
@@ -0,0 +1,56 @@
+---
+id: conformance/railiance-fabric/consumer-workplan-brief
+title: Railiance Fabric Consumer Workplan Brief
+status: candidate
+consumer: railiance-fabric
+conformance_pack: conformance/railiance-fabric
+---
+
+# Railiance Fabric Consumer Workplan Brief
+
+## Purpose
+
+Use this brief as the seed for a railiance-fabric repo workplan. The refactor
+and implementation workplan belongs in the railiance-fabric repository, not in
+InfoTechCanon.
+
+## Goal
+
+Refactor railiance-fabric entity and edge capture so graph visualization stays
+useful while canonical meaning remains clean, traceable, and reusable.
+
+## Canon Inputs
+
+- `infospace/evaluations/railiance-fabric/conformance-pack.yaml`
+- `infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml`
+- `infospace/evaluations/railiance-fabric/mapping-expectations.yaml`
+- `infospace/evaluations/railiance-fabric/visualization-examples.yaml`
+- `infospace/agent/templates/canon-interface-card.template.yaml`
+- `infospace/examples/consumer-purpose-portfolio.yaml`
+
+## Workplan Tasks For Railiance Fabric
+
+1. Complete a Canon Interface Card for railiance-fabric.
+2. Export current entity categories and map them to canon anchors.
+3. Export current edge types and split them into canonical relationships,
+   candidate relationships, and display-only graph edges.
+4. Add evidence state to captured nodes and edges.
+5. Implement or document clean graph examples and bad-shape corrections.
+6. Record purpose fit, scope pressure, and requested canon evolution.
+
+## Expected Outputs
+
+- completed interface card,
+- entity capture mapping,
+- edge capture mapping,
+- display-only edge inventory,
+- evidence-state inventory,
+- visualization examples,
+- list of railiance-fabric refactor tasks,
+- list of canon evolution requests.
+
+## Non-Goals
+
+- Do not choose UI or graph database technology from this canon workplan.
+- Do not turn layout, color, cluster, or highlight metadata into canon meaning.
+- Do not change InfoTechCanon without a canon-side EvolutionRequest.
diff --git a/infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml b/infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
new file mode 100644
index 0000000..0cea611
--- /dev/null
+++ b/infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
@@ -0,0 +1,137 @@
+id: conformance/railiance-fabric/entity-edge-capture-criteria
+title: Railiance Fabric Entity And Edge Capture Criteria
+status: candidate
+consumer: railiance-fabric
+conformance_pack: conformance/railiance-fabric
+entity_categories:
+  - id: service
+    canon_anchor: model/landscape
+    required_fields: [id, kind, title, owner, lifecycle_state, source, provenance]
+    expectation: Captures business, application, or technical service without collapsing runtime deployment details.
+  - id: software-system
+    canon_anchor: model/landscape
+    required_fields: [id, kind, title, owner, repository_refs, deployment_refs, source]
+    expectation: Captures software system or component boundary.
+  - id: runtime-resource
+    canon_anchor: model/landscape
+    required_fields: [id, kind, title, environment, platform, observed_state, source]
+    expectation: Captures workload, cluster, namespace, container, VM, or cloud resource as runtime reality.
+  - id: source-repository
+    canon_anchor: model/devsecops
+    required_fields: [id, kind, title, owner, url_or_path, default_branch, source]
+    expectation: Captures source-of-truth repository without treating it as the deployed service.
+  - id: pipeline
+    canon_anchor: model/devsecops
+    required_fields: [id, kind, title, repository_ref, trigger, produced_artifacts, source]
+    expectation: Captures delivery workflow that produces artifacts or deployments.
+  - id: deployment
+    canon_anchor: model/devsecops
+    required_fields: [id, kind, title, environment, artifact_ref, runtime_ref, source]
+    expectation: Captures deployment record as a change from source artifact into runtime.
+  - id: endpoint
+    canon_anchor: model/network
+    required_fields: [id, kind, title, address_or_dns, protocol, owner, source]
+    expectation: Captures network reachability point without hiding service or runtime ownership.
+  - id: network-zone
+    canon_anchor: model/network
+    required_fields: [id, kind, title, boundary, policy_refs, source]
+    expectation: Captures segmentation or trust boundary.
+  - id: flow
+    canon_anchor: model/network
+    required_fields: [id, kind, source_ref, target_ref, protocol, direction, evidence_ref]
+    expectation: Captures observed or declared communication separately from a generic dependency.
+  - id: datastore
+    canon_anchor: model/data
+    required_fields: [id, kind, title, data_domain, classification, owner, source]
+    expectation: Captures storage or data product boundary.
+  - id: telemetry-signal
+    canon_anchor: model/observability
+    required_fields: [id, kind, title, signal_type, observed_entity_ref, source]
+    expectation: Captures metric, log, trace, alert, incident, dashboard, or operational evidence.
+  - id: policy
+    canon_anchor: model/governance
+    required_fields: [id, kind, title, scope, owner, source]
+    expectation: Captures directive or rule governing an entity, edge, or capture claim.
+  - id: control
+    canon_anchor: model/security
+    required_fields: [id, kind, title, objective, applies_to, evidence_refs]
+    expectation: Captures preventive, detective, corrective, or compensating control.
+  - id: evidence
+    canon_anchor: model/observability
+    required_fields: [id, kind, title, evidence_type, supports, date_or_version]
+    expectation: Captures support for graph claims and conformance assertions.
+  - id: task
+    canon_anchor: model/task
+    required_fields: [id, kind, title, work_type, state, owner, source]
+    expectation: Captures remediation, mapping, review, or refactor work created from graph gaps.
+  - id: consumer-purpose
+    canon_anchor: model/purpose-demand-extension
+    required_fields: [id, kind, title, consumer, use_case, demand_signals]
+    expectation: Captures why railiance-fabric needs the canon and where it pressures scope.
+canonical_edge_categories:
+  - type: part_of
+    source_category: runtime-resource
+    target_category: software-system
+    expectation: Structural containment or composition.
+  - type: depends_on
+    source_category: service
+    target_category: service
+    expectation: Logical dependency, not necessarily network flow.
+  - type: deploys
+    source_category: deployment
+    target_category: runtime-resource
+    expectation: Delivery event or deployment record places artifact into runtime.
+  - type: built_from
+    source_category: deployment
+    target_category: source-repository
+    expectation: Runtime state traces back to source.
+  - type: exposes
+    source_category: service
+    target_category: endpoint
+    expectation: Service is reachable through an endpoint.
+  - type: flows_to
+    source_category: flow
+    target_category: endpoint
+    expectation: Network flow target remains distinct from dependency.
+  - type: reads_or_writes
+    source_category: service
+    target_category: datastore
+    expectation: Data access has direction, purpose, and evidence.
+  - type: observed_by
+    source_category: runtime-resource
+    target_category: telemetry-signal
+    expectation: Signal observes a concrete entity.
+  - type: governed_by
+    source_category: service
+    target_category: policy
+    expectation: Governance artifact applies to captured object or relation.
+  - type: implements
+    source_category: control
+    target_category: policy
+    expectation: Control implements or satisfies policy or objective.
+  - type: evidenced_by
+    source_category: control
+    target_category: evidence
+    expectation: Evidence supports a control, claim, review, or edge.
+  - type: creates_task
+    source_category: evidence
+    target_category: task
+    expectation: Finding, gap, or review creates work only after triage.
+display_only_edge_categories:
+  - type: grouped_with
+    expectation: Visual cluster membership; must not be used as a canonical relationship.
+  - type: near
+    expectation: Layout adjacency; never a semantic dependency.
+  - type: same_color_group
+    expectation: Rendering classification; use Tag when semantic classification is needed.
+  - type: collapsed_into
+    expectation: View aggregation; canonical nodes and edges must remain recoverable.
+  - type: highlight_path
+    expectation: Temporary user-selected route in a visualization, not graph truth.
+capture_rules:
+  - Canonical edge types must be drawn from registered mappings or explicitly flagged as candidate.
+  - Display-only edges must use display_only: true and must not appear in conformance claims.
+  - Every node and edge must carry source and provenance, even when confidence is low.
+  - Unknown concepts should be captured as gaps with candidate mapping, not forced into nearest canon concept.
+  - Relationship direction must be explicit and stable.
+  - Evidence gaps should create review or mapping work instead of silent graph cleanup.
diff --git a/infospace/evaluations/railiance-fabric/mapping-expectations.yaml b/infospace/evaluations/railiance-fabric/mapping-expectations.yaml
new file mode 100644
index 0000000..03fdbd3
--- /dev/null
+++ b/infospace/evaluations/railiance-fabric/mapping-expectations.yaml
@@ -0,0 +1,144 @@
+id: conformance/railiance-fabric/mapping-expectations
+title: Railiance Fabric Mapping Expectations
+status: candidate
+consumer: railiance-fabric
+conformance_pack: conformance/railiance-fabric
+first_models:
+  - id: model/landscape
+    reason: Primary owner of services, software systems, runtime resources, environments, dependencies, and landscape claims.
+    expected_categories:
+      - service
+      - software-system
+      - runtime-resource
+      - endpoint
+  - id: model/network
+    reason: Owner of topology, connectivity, reachability, zones, paths, and flows.
+    expected_categories:
+      - endpoint
+      - network-zone
+      - flow
+  - id: model/data
+    reason: Owner of datastores, datasets, data movement, lineage, residency, and processing purpose.
+    expected_categories:
+      - datastore
+      - dataset
+      - data-flow
+  - id: model/devsecops
+    reason: Owner of repositories, pipelines, artifacts, releases, deployments, attestations, and delivery evidence.
+    expected_categories:
+      - source-repository
+      - pipeline
+      - deployment
+      - artifact
+  - id: model/observability
+    reason: Owner of telemetry, signals, alerts, incidents, dashboards, investigations, and operational evidence.
+    expected_categories:
+      - telemetry-signal
+      - incident
+      - dashboard
+      - evidence
+  - id: model/governance
+    reason: Owner of policy, decision, control objective, review, exception, evidence expectations, and acceptance of gaps.
+    expected_categories:
+      - policy
+      - decision
+      - review
+      - exception
+  - id: model/security
+    reason: Owner of findings, exposure, attack paths, mitigations, security incidents, and controls.
+    expected_categories:
+      - control
+      - finding
+      - exposure
+      - mitigation
+  - id: model/purpose-demand-extension
+    reason: Owner of purpose fit, demand signal, scope pressure, and evolution requests from railiance-fabric.
+    expected_categories:
+      - consumer-purpose
+      - demand-signal
+      - purpose-fit
+      - scope-pressure
+mapping_requirements:
+  - id: req/canonical-anchor
+    expectation: Every railiance-fabric entity category maps to one canon artifact and one proposed owner concept.
+  - id: req/edge-direction
+    expectation: Every canonical edge has direction, source category, target category, relationship type, and evidence status.
+  - id: req/display-separation
+    expectation: Layout, grouping, highlighting, and collapsed view relationships are display metadata, not canon edges.
+  - id: req/evidence-state
+    expectation: Each captured node and edge has evidence_state of observed, declared, inferred, proposed, or gap.
+  - id: req/purpose-fit
+    expectation: Unmapped fabric concepts create PurposeFit and EvolutionRequest candidates instead of silent scope changes.
+candidate_edge_mapping:
+  - railiance_edge: service_depends_on_service
+    canon_relationship: depends_on
+    canon_anchor: model/landscape
+    evidence_required:
+      - source artifact
+      - reason for dependency
+      - confidence
+  - railiance_edge: workload_exposes_endpoint
+    canon_relationship: exposes
+    canon_anchor: model/network
+    evidence_required:
+      - endpoint declaration or observation
+      - protocol
+      - scope
+  - railiance_edge: service_reads_datastore
+    canon_relationship: reads_or_writes
+    canon_anchor: model/data
+    evidence_required:
+      - data access direction
+      - processing purpose
+      - data classification
+  - railiance_edge: deployment_runs_resource
+    canon_relationship: deploys
+    canon_anchor: model/devsecops
+    evidence_required:
+      - deployment record
+      - artifact version
+      - environment
+  - railiance_edge: signal_observes_resource
+    canon_relationship: observed_by
+    canon_anchor: model/observability
+    evidence_required:
+      - signal source
+      - resource reference
+      - collection time or version
+  - railiance_edge: policy_governs_service
+    canon_relationship: governed_by
+    canon_anchor: model/governance
+    evidence_required:
+      - policy reference
+      - scope
+      - owner
+  - railiance_edge: finding_affects_service
+    canon_relationship: affects
+    canon_anchor: model/security
+    evidence_required:
+      - finding record
+      - affected asset
+      - severity or impact
+consumer_interface_card_expectations:
+  consumed_artifacts:
+    - model/landscape
+    - model/network
+    - model/data
+    - model/devsecops
+    - model/observability
+    - model/governance
+    - model/security
+    - model/task
+    - model/purpose-demand-extension
+    - standard/tagging
+  produced_concepts:
+    - FabricEntity
+    - FabricEdge
+    - CaptureSource
+    - DisplayEdge
+    - CanonicalEdgeCandidate
+    - VisualizationView
+  requested_extensions:
+    - stable relationship vocabulary for graph capture
+    - evidence-state vocabulary for captured edges
+    - visualization boundary guidance for display-only edges
diff --git a/infospace/evaluations/railiance-fabric/visualization-examples.yaml b/infospace/evaluations/railiance-fabric/visualization-examples.yaml
new file mode 100644
index 0000000..23929af
--- /dev/null
+++ b/infospace/evaluations/railiance-fabric/visualization-examples.yaml
@@ -0,0 +1,91 @@
+id: conformance/railiance-fabric/visualization-examples
+title: Railiance Fabric Visualization Examples
+status: candidate
+consumer: railiance-fabric
+conformance_pack: conformance/railiance-fabric
+examples:
+  - id: clean-service-runtime-slice
+    title: Clean service to runtime slice
+    purpose: Show service, deployment, runtime, endpoint, data, signal, policy, and evidence as distinct nodes.
+    nodes:
+      - id: service/billing-portal
+        category: service
+        canon_anchor: model/landscape
+      - id: deployment/production
+        category: deployment
+        canon_anchor: model/devsecops
+      - id: runtime/billing-namespace
+        category: runtime-resource
+        canon_anchor: model/landscape
+      - id: endpoint/billing-api
+        category: endpoint
+        canon_anchor: model/network
+      - id: datastore/subscription-ledger
+        category: datastore
+        canon_anchor: model/data
+      - id: signal/access-review
+        category: telemetry-signal
+        canon_anchor: model/observability
+      - id: policy/tenant-isolation
+        category: policy
+        canon_anchor: model/governance
+      - id: evidence/access-review
+        category: evidence
+        canon_anchor: model/observability
+    edges:
+      - source: deployment/production
+        type: deploys
+        target: runtime/billing-namespace
+        display_only: false
+      - source: service/billing-portal
+        type: exposes
+        target: endpoint/billing-api
+        display_only: false
+      - source: service/billing-portal
+        type: reads_or_writes
+        target: datastore/subscription-ledger
+        display_only: false
+      - source: runtime/billing-namespace
+        type: observed_by
+        target: signal/access-review
+        display_only: false
+      - source: service/billing-portal
+        type: governed_by
+        target: policy/tenant-isolation
+        display_only: false
+      - source: policy/tenant-isolation
+        type: evidenced_by
+        target: evidence/access-review
+        display_only: false
+  - id: bad-shape-service-runtime-collapse
+    title: Bad shape where service and runtime collapse
+    bad_shape:
+      problem: One node named billing-portal carries service, deployment, namespace, endpoint, and evidence semantics.
+      why_bad: The graph cannot distinguish declared service boundary from deployed runtime and observed evidence.
+    correction:
+      - Split service, deployment, runtime resource, endpoint, and evidence into distinct nodes.
+      - Connect them with deploys, exposes, observed_by, and evidenced_by edges.
+      - Preserve a display cluster only as display_only metadata.
+  - id: bad-shape-display-edge-as-canon
+    title: Bad shape where display grouping becomes canon
+    bad_shape:
+      problem: A same_color_group edge is used to claim ownership or dependency.
+      why_bad: Rendering choices become semantic claims and pollute downstream reasoning.
+    correction:
+      - Replace ownership with owned_by when evidence exists.
+      - Replace dependency with depends_on or flows_to only when source evidence supports it.
+      - Keep same_color_group as display_only true.
+  - id: bad-shape-flow-dependency-confusion
+    title: Bad shape where network flow equals dependency
+    bad_shape:
+      problem: Observed traffic is captured as service_depends_on_service without policy, endpoint, or protocol context.
+      why_bad: A transient flow may not be an intentional dependency.
+    correction:
+      - Capture flow as Flow with protocol, source, target, and evidence.
+      - Create depends_on only when a declared or inferred dependency has separate support.
+      - Link both to evidence and confidence.
+visualization_rules:
+  - Canonical graphs must be recoverable without layout metadata.
+  - Views may collapse or cluster nodes, but collapsed source nodes and edges must remain retrievable.
+  - Display attributes may include color, group, rank, x, y, icon, collapsed, highlighted, and hidden.
+  - Display attributes must not be used by validation as proof of ownership, dependency, reachability, policy, or evidence.
diff --git a/infospace/indexes/artifact-tree.yaml b/infospace/indexes/artifact-tree.yaml
index 2f5f76e..9df32ca 100644
--- a/infospace/indexes/artifact-tree.yaml
+++ b/infospace/indexes/artifact-tree.yaml
@@ -1,5 +1,5 @@
 root: infospace
-file_count: 111
+file_count: 121
 files:
 - path: README.md
   directory: .
@@ -10,6 +10,21 @@ files:
 - path: agent/briefs/concept-catalog-purpose-demand.md
   directory: agent/briefs
   name: concept-catalog-purpose-demand.md
+- path: agent/briefs/conformance-railiance-fabric-consumer-workplan-brief.md
+  directory: agent/briefs
+  name: conformance-railiance-fabric-consumer-workplan-brief.md
+- path: agent/briefs/conformance-railiance-fabric-entity-edge-capture-criteria.md
+  directory: agent/briefs
+  name: conformance-railiance-fabric-entity-edge-capture-criteria.md
+- path: agent/briefs/conformance-railiance-fabric-mapping-expectations.md
+  directory: agent/briefs
+  name: conformance-railiance-fabric-mapping-expectations.md
+- path: agent/briefs/conformance-railiance-fabric-visualization-examples.md
+  directory: agent/briefs
+  name: conformance-railiance-fabric-visualization-examples.md
+- path: agent/briefs/conformance-railiance-fabric.md
+  directory: agent/briefs
+  name: conformance-railiance-fabric.md
 - path: agent/briefs/evaluation-user-engine-consumer-workplan-brief.md
   directory: agent/briefs
   name: evaluation-user-engine-consumer-workplan-brief.md
@@ -121,6 +136,21 @@ files:
 - path: concepts/purpose-demand.yaml
   directory: concepts
   name: purpose-demand.yaml
+- path: evaluations/railiance-fabric/conformance-pack.yaml
+  directory: evaluations/railiance-fabric
+  name: conformance-pack.yaml
+- path: evaluations/railiance-fabric/consumer-workplan-brief.md
+  directory: evaluations/railiance-fabric
+  name: consumer-workplan-brief.md
+- path: evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
+  directory: evaluations/railiance-fabric
+  name: entity-edge-capture-criteria.yaml
+- path: evaluations/railiance-fabric/mapping-expectations.yaml
+  directory: evaluations/railiance-fabric
+  name: mapping-expectations.yaml
+- path: evaluations/railiance-fabric/visualization-examples.yaml
+  directory: evaluations/railiance-fabric
+  name: visualization-examples.yaml
 - path: evaluations/user-engine/consumer-workplan-brief.md
   directory: evaluations/user-engine
   name: consumer-workplan-brief.md
diff --git a/infospace/indexes/concept-ownership.yaml b/infospace/indexes/concept-ownership.yaml
index cb39d07..459bdb5 100644
--- a/infospace/indexes/concept-ownership.yaml
+++ b/infospace/indexes/concept-ownership.yaml
@@ -1,9 +1,29 @@
-concept_count: 64
+concept_count: 69
 concepts:
 - concept: Purpose And Consumer Demand Concept Catalog
   owner: concept-catalog/purpose-demand
   path: concepts/purpose-demand.yaml
   source: artifact_title
+- concept: Railiance Fabric Canon Conformance Pack
+  owner: conformance/railiance-fabric
+  path: evaluations/railiance-fabric/conformance-pack.yaml
+  source: artifact_title
+- concept: Railiance Fabric Consumer Workplan Brief
+  owner: conformance/railiance-fabric/consumer-workplan-brief
+  path: evaluations/railiance-fabric/consumer-workplan-brief.md
+  source: artifact_title
+- concept: Railiance Fabric Entity And Edge Capture Criteria
+  owner: conformance/railiance-fabric/entity-edge-capture-criteria
+  path: evaluations/railiance-fabric/entity-edge-capture-criteria.yaml
+  source: artifact_title
+- concept: Railiance Fabric Mapping Expectations
+  owner: conformance/railiance-fabric/mapping-expectations
+  path: evaluations/railiance-fabric/mapping-expectations.yaml
+  source: artifact_title
+- concept: Railiance Fabric Visualization Examples
+  owner: conformance/railiance-fabric/visualization-examples
+  path: evaluations/railiance-fabric/visualization-examples.yaml
+  source: artifact_title
 - concept: User Engine Canon Evaluation Pack
   owner: evaluation/user-engine
   path: evaluations/user-engine/evaluation-pack.yaml
diff --git a/infospace/indexes/import-matrix.yaml b/infospace/indexes/import-matrix.yaml
index e083c28..b26e821 100644
--- a/infospace/indexes/import-matrix.yaml
+++ b/infospace/indexes/import-matrix.yaml
@@ -1,5 +1,10 @@
 artifacts:
 - concept-catalog/purpose-demand
+- conformance/railiance-fabric
+- conformance/railiance-fabric/consumer-workplan-brief
+- conformance/railiance-fabric/entity-edge-capture-criteria
+- conformance/railiance-fabric/mapping-expectations
+- conformance/railiance-fabric/visualization-examples
 - evaluation/user-engine
 - evaluation/user-engine/consumer-workplan-brief
 - evaluation/user-engine/interface-card-expectations
@@ -45,6 +50,84 @@ rows:
     - conforms_to
     model/governance:
     - uses
+- artifact: conformance/railiance-fabric
+  targets:
+    model/data:
+    - uses
+    model/devsecops:
+    - uses
+    model/governance:
+    - uses
+    model/landscape:
+    - uses
+    model/network:
+    - uses
+    model/observability:
+    - uses
+    model/purpose-demand-extension:
+    - uses
+    model/security:
+    - uses
+    model/task:
+    - uses
+    standard/tagging:
+    - uses
+- artifact: conformance/railiance-fabric/consumer-workplan-brief
+  targets:
+    conformance/railiance-fabric:
+    - part_of
+    model/purpose-demand-extension:
+    - uses
+- artifact: conformance/railiance-fabric/entity-edge-capture-criteria
+  targets:
+    conformance/railiance-fabric:
+    - part_of
+    model/data:
+    - uses
+    model/devsecops:
+    - uses
+    model/governance:
+    - uses
+    model/landscape:
+    - uses
+    model/network:
+    - uses
+    model/observability:
+    - uses
+    model/purpose-demand-extension:
+    - uses
+    model/security:
+    - uses
+    model/task:
+    - uses
+- artifact: conformance/railiance-fabric/mapping-expectations
+  targets:
+    conformance/railiance-fabric:
+    - part_of
+    model/data:
+    - maps
+    model/devsecops:
+    - maps
+    model/governance:
+    - maps
+    model/landscape:
+    - maps
+    model/network:
+    - maps
+    model/observability:
+    - maps
+    model/purpose-demand-extension:
+    - maps
+    model/security:
+    - maps
+- artifact: conformance/railiance-fabric/visualization-examples
+  targets:
+    conformance/railiance-fabric:
+    - part_of
+    conformance/railiance-fabric/entity-edge-capture-criteria:
+    - illustrates
+    conformance/railiance-fabric/mapping-expectations:
+    - illustrates
 - artifact: evaluation/user-engine
   targets:
     model/access-control:
diff --git a/infospace/validation/latest.json b/infospace/validation/latest.json
index 3114f21..27e8501 100644
--- a/infospace/validation/latest.json
+++ b/infospace/validation/latest.json
@@ -1,14 +1,14 @@
 {
   "details": {
-    "artifact_count": 39,
-    "relationship_count": 156
+    "artifact_count": 44,
+    "relationship_count": 190
   },
   "errors": [],
   "metrics": {
     "coherence_components": 1.0,
     "consistency_cycles": 0.0,
     "coverage_ratio": 1.0,
-    "granularity_entropy": 2.9736210870457236,
+    "granularity_entropy": 3.3648983427090142,
     "redundancy_ratio": 0.0
   },
   "ok": true,
diff --git a/infospace/views/by-concept.md b/infospace/views/by-concept.md
index 182fcf8..73e115f 100644
--- a/infospace/views/by-concept.md
+++ b/infospace/views/by-concept.md
@@ -2,11 +2,16 @@
 
 # By Concept
 
-Concept count: **64**
+Concept count: **69**
 
 | Concept | Owner | Source |
 | --- | --- | --- |
 | Purpose And Consumer Demand Concept Catalog | `concept-catalog/purpose-demand` | `artifact_title` |
+| Railiance Fabric Canon Conformance Pack | `conformance/railiance-fabric` | `artifact_title` |
+| Railiance Fabric Consumer Workplan Brief | `conformance/railiance-fabric/consumer-workplan-brief` | `artifact_title` |
+| Railiance Fabric Entity And Edge Capture Criteria | `conformance/railiance-fabric/entity-edge-capture-criteria` | `artifact_title` |
+| Railiance Fabric Mapping Expectations | `conformance/railiance-fabric/mapping-expectations` | `artifact_title` |
+| Railiance Fabric Visualization Examples | `conformance/railiance-fabric/visualization-examples` | `artifact_title` |
 | User Engine Canon Evaluation Pack | `evaluation/user-engine` | `artifact_title` |
 | User Engine Consumer Workplan Brief | `evaluation/user-engine/consumer-workplan-brief` | `artifact_title` |
 | User Engine Canon Interface Card Expectations | `evaluation/user-engine/interface-card-expectations` | `artifact_title` |
diff --git a/infospace/views/by-mapping-target.md b/infospace/views/by-mapping-target.md
index b4ff4f9..b2864b9 100644
--- a/infospace/views/by-mapping-target.md
+++ b/infospace/views/by-mapping-target.md
@@ -6,6 +6,21 @@
 
 - `model/purpose-demand-extension` via `introduces`
 
+## `conformance/railiance-fabric`
+
+- `conformance/railiance-fabric/consumer-workplan-brief` via `part_of`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `part_of`
+- `conformance/railiance-fabric/mapping-expectations` via `part_of`
+- `conformance/railiance-fabric/visualization-examples` via `part_of`
+
+## `conformance/railiance-fabric/entity-edge-capture-criteria`
+
+- `conformance/railiance-fabric/visualization-examples` via `illustrates`
+
+## `conformance/railiance-fabric/mapping-expectations`
+
+- `conformance/railiance-fabric/visualization-examples` via `illustrates`
+
 ## `evaluation/user-engine`
 
 - `evaluation/user-engine/consumer-workplan-brief` via `part_of`
@@ -46,6 +61,9 @@
 
 ## `model/data`
 
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
+- `conformance/railiance-fabric/mapping-expectations` via `maps`
 - `evaluation/user-engine` via `uses`
 - `evaluation/user-engine/questions` via `uses`
 - `kernel/itc-kernel-map` via `maps`
@@ -55,6 +73,9 @@
 
 ## `model/devsecops`
 
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
+- `conformance/railiance-fabric/mapping-expectations` via `maps`
 - `kernel/itc-kernel-map` via `maps`
 - `profile/small-saas` via `requires`
 - `small-saas/deployment/production` via `uses`
@@ -63,6 +84,9 @@
 ## `model/governance`
 
 - `concept-catalog/purpose-demand` via `uses`
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
+- `conformance/railiance-fabric/mapping-expectations` via `maps`
 - `evaluation/user-engine` via `uses`
 - `evaluation/user-engine/questions` via `uses`
 - `evaluation/user-engine/small-saas-alignment` via `uses`
@@ -83,6 +107,9 @@
 
 ## `model/landscape`
 
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
+- `conformance/railiance-fabric/mapping-expectations` via `maps`
 - `kernel/itc-kernel-map` via `maps`
 - `profile/small-saas` via `requires`
 - `small-saas/service/billing-portal` via `uses`
@@ -90,6 +117,9 @@
 
 ## `model/network`
 
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
+- `conformance/railiance-fabric/mapping-expectations` via `maps`
 - `kernel/itc-kernel-map` via `maps`
 - `profile/small-saas` via `requires`
 - `small-saas/deployment/production` via `uses`
@@ -97,6 +127,9 @@
 
 ## `model/observability`
 
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
+- `conformance/railiance-fabric/mapping-expectations` via `maps`
 - `kernel/itc-kernel-map` via `maps`
 - `profile/small-saas` via `requires`
 - `small-saas/evidence/access-review-2026-05` via `uses`
@@ -118,6 +151,10 @@
 
 ## `model/purpose-demand-extension`
 
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/consumer-workplan-brief` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
+- `conformance/railiance-fabric/mapping-expectations` via `maps`
 - `evaluation/user-engine` via `uses`
 - `evaluation/user-engine/consumer-workplan-brief` via `uses`
 - `evaluation/user-engine/interface-card-expectations` via `uses`
@@ -128,6 +165,9 @@
 
 ## `model/security`
 
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
+- `conformance/railiance-fabric/mapping-expectations` via `maps`
 - `evaluation/user-engine` via `uses`
 - `evaluation/user-engine/questions` via `uses`
 - `kernel/itc-kernel-map` via `maps`
@@ -140,6 +180,8 @@
 
 ## `model/task`
 
+- `conformance/railiance-fabric` via `uses`
+- `conformance/railiance-fabric/entity-edge-capture-criteria` via `uses`
 - `evaluation/user-engine` via `uses`
 - `evaluation/user-engine/questions` via `uses`
 - `kernel/itc-kernel-map` via `maps`
@@ -238,6 +280,7 @@
 
 ## `standard/tagging`
 
+- `conformance/railiance-fabric` via `uses`
 - `kernel/itc-kernel-map` via `maps`
 - `profile/small-saas` via `requires`
 - `standard/caring` via `imports`
diff --git a/infospace/views/import-matrix.md b/infospace/views/import-matrix.md
index 85c66e9..520d246 100644
--- a/infospace/views/import-matrix.md
+++ b/infospace/views/import-matrix.md
@@ -2,44 +2,49 @@
 
 # Import Matrix
 
-| Artifact | `concept-catalog/purpose-demand` | `evaluation/user-engine` | `evaluation/user-engine/consumer-workplan-brief` | `evaluation/user-engine/interface-card-expectations` | `evaluation/user-engine/questions` | `evaluation/user-engine/small-saas-alignment` | `example/consumer-purpose-portfolio` | `kernel/itc-core` | `kernel/itc-kernel-map` | `mapping/purpose-demand-governance-candidates` | `model/access-control` | `model/data` | `model/devsecops` | `model/governance` | `model/information-space` | `model/landscape` | `model/network` | `model/observability` | `model/organization` | `model/purpose-demand-extension` | `model/security` | `model/task` | `pattern/intent-scope-purposes` | `profile/small-saas` | `small-saas/control/namespace-per-tenant` | `small-saas/dataset/subscription-ledger` | `small-saas/deployment/production` | `small-saas/evidence/access-review-2026-05` | `small-saas/incident/cross-tenant-access-attempt` | `small-saas/policy/tenant-isolation` | `small-saas/service/billing-portal` | `small-saas/system/billing-system` | `small-saas/task/onboard-tenant` | `small-saas/team/platform` | `small-saas/tenant/acme` | `small-saas/tenant/globex` | `small-saas/user/ada-admin` | `standard/caring` | `standard/tagging` |
-| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| `concept-catalog/purpose-demand` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `evaluation/user-engine` |  |  |  |  |  |  |  |  |  |  | `uses` | `uses` |  | `uses` |  |  |  |  | `uses` | `uses` | `uses` | `uses` |  | `evaluates` |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |
-| `evaluation/user-engine/consumer-workplan-brief` |  | `part_of` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `evaluation/user-engine/interface-card-expectations` |  | `part_of` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |
-| `evaluation/user-engine/questions` |  | `part_of` |  |  |  |  |  |  |  |  | `uses` | `uses` |  | `uses` |  |  |  |  | `uses` | `uses` | `uses` | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `evaluation/user-engine/small-saas-alignment` |  | `part_of` |  |  |  |  |  |  |  |  | `uses` |  |  | `uses` |  |  |  |  | `uses` |  |  |  |  | `evaluates` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `example/consumer-purpose-portfolio` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `illustrates` |  |  | `illustrates` | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `kernel/itc-core` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `kernel/itc-kernel-map` |  |  |  |  |  |  |  | `maps` |  |  | `maps` | `maps` | `maps` | `maps` | `maps` | `maps` | `maps` | `maps` | `maps` |  | `maps` | `maps` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `maps` | `maps` |
-| `mapping/purpose-demand-governance-candidates` |  |  |  |  |  |  |  |  |  |  |  |  |  | `maps` |  |  |  |  |  | `maps` |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/access-control` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  | `uses` |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/data` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/devsecops` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/governance` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/information-space` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/landscape` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/network` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/observability` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/organization` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/purpose-demand-extension` | `introduces` |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  | `extends` | `uses` |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/security` |  |  |  |  |  |  |  | `conforms_to` |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `model/task` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `pattern/intent-scope-purposes` |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  | `implements` |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `profile/small-saas` |  |  |  |  |  |  |  | `conforms_to` |  |  | `requires` | `requires` | `requires` | `requires` |  | `requires` | `requires` | `requires` | `requires` |  | `requires` | `requires` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `requires` | `requires` |
-| `small-saas/control/namespace-per-tenant` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  | `instantiates` |  |  |  | `evidenced_by` |  |  |  |  |  |  |  |  |  | `uses` |  |
-| `small-saas/dataset/subscription-ledger` |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  | `instantiates` |  |  |  |  |  | `governed_by` | `owned_by` |  |  |  | `partitioned_for` | `partitioned_for` |  |  |  |
-| `small-saas/deployment/production` |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  | `uses` |  |  |  |  |  |  | `instantiates` | `implements` |  |  |  |  |  | `deploys` |  |  |  | `separates` | `separates` |  |  |  |
-| `small-saas/evidence/access-review-2026-05` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  | `instantiates` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `small-saas/incident/cross-tenant-access-attempt` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  | `instantiates` | `constrained_by` |  |  | `evidenced_by` |  |  |  |  |  |  |  |  |  |  |  |
-| `small-saas/policy/tenant-isolation` |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  | `instantiates` | `requires` |  |  | `evidenced_by` |  |  |  |  |  |  |  |  |  |  |  |
-| `small-saas/service/billing-portal` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  | `instantiates` |  |  |  |  |  |  |  | `part_of` |  | `owned_by` |  |  |  |  |  |
-| `small-saas/system/billing-system` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  | `instantiates` |  |  |  |  |  |  |  |  |  |  | `serves` | `serves` |  |  |  |
-| `small-saas/task/onboard-tenant` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  | `instantiates` |  |  |  |  |  | `governed_by` |  |  |  | `owned_by` | `changes` |  |  |  |  |
-| `small-saas/team/platform` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  | `instantiates` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `small-saas/tenant/acme` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  | `instantiates` | `isolated_by` |  |  |  |  |  |  |  |  |  |  |  | `represented_by` |  |  |
-| `small-saas/tenant/globex` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  | `instantiates` | `isolated_by` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
-| `small-saas/user/ada-admin` |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  | `uses` |  |  |  |  | `instantiates` |  |  |  | `access_evidenced_by` |  | `has_access_under` |  |  |  | `member_of` |  |  |  |  |  |
-| `standard/caring` |  |  |  |  |  |  |  | `conforms_to` |  |  | `imports` | `imports` | `imports` | `imports` |  |  | `imports` | `imports` | `imports` |  | `imports` | `imports` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `imports` |
-| `standard/tagging` |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  | `imports` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| Artifact | `concept-catalog/purpose-demand` | `conformance/railiance-fabric` | `conformance/railiance-fabric/consumer-workplan-brief` | `conformance/railiance-fabric/entity-edge-capture-criteria` | `conformance/railiance-fabric/mapping-expectations` | `conformance/railiance-fabric/visualization-examples` | `evaluation/user-engine` | `evaluation/user-engine/consumer-workplan-brief` | `evaluation/user-engine/interface-card-expectations` | `evaluation/user-engine/questions` | `evaluation/user-engine/small-saas-alignment` | `example/consumer-purpose-portfolio` | `kernel/itc-core` | `kernel/itc-kernel-map` | `mapping/purpose-demand-governance-candidates` | `model/access-control` | `model/data` | `model/devsecops` | `model/governance` | `model/information-space` | `model/landscape` | `model/network` | `model/observability` | `model/organization` | `model/purpose-demand-extension` | `model/security` | `model/task` | `pattern/intent-scope-purposes` | `profile/small-saas` | `small-saas/control/namespace-per-tenant` | `small-saas/dataset/subscription-ledger` | `small-saas/deployment/production` | `small-saas/evidence/access-review-2026-05` | `small-saas/incident/cross-tenant-access-attempt` | `small-saas/policy/tenant-isolation` | `small-saas/service/billing-portal` | `small-saas/system/billing-system` | `small-saas/task/onboard-tenant` | `small-saas/team/platform` | `small-saas/tenant/acme` | `small-saas/tenant/globex` | `small-saas/user/ada-admin` | `standard/caring` | `standard/tagging` |
+| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
+| `concept-catalog/purpose-demand` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `conformance/railiance-fabric` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` | `uses` | `uses` |  | `uses` | `uses` | `uses` |  | `uses` | `uses` | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |
+| `conformance/railiance-fabric/consumer-workplan-brief` |  | `part_of` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `conformance/railiance-fabric/entity-edge-capture-criteria` |  | `part_of` |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` | `uses` | `uses` |  | `uses` | `uses` | `uses` |  | `uses` | `uses` | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `conformance/railiance-fabric/mapping-expectations` |  | `part_of` |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `maps` | `maps` | `maps` |  | `maps` | `maps` | `maps` |  | `maps` | `maps` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `conformance/railiance-fabric/visualization-examples` |  | `part_of` |  | `illustrates` | `illustrates` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `evaluation/user-engine` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` | `uses` |  | `uses` |  |  |  |  | `uses` | `uses` | `uses` | `uses` |  | `evaluates` |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |
+| `evaluation/user-engine/consumer-workplan-brief` |  |  |  |  |  |  | `part_of` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `evaluation/user-engine/interface-card-expectations` |  |  |  |  |  |  | `part_of` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |
+| `evaluation/user-engine/questions` |  |  |  |  |  |  | `part_of` |  |  |  |  |  |  |  |  | `uses` | `uses` |  | `uses` |  |  |  |  | `uses` | `uses` | `uses` | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `evaluation/user-engine/small-saas-alignment` |  |  |  |  |  |  | `part_of` |  |  |  |  |  |  |  |  | `uses` |  |  | `uses` |  |  |  |  | `uses` |  |  |  |  | `evaluates` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `example/consumer-purpose-portfolio` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `illustrates` |  |  | `illustrates` | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `kernel/itc-core` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `kernel/itc-kernel-map` |  |  |  |  |  |  |  |  |  |  |  |  | `maps` |  |  | `maps` | `maps` | `maps` | `maps` | `maps` | `maps` | `maps` | `maps` | `maps` |  | `maps` | `maps` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `maps` | `maps` |
+| `mapping/purpose-demand-governance-candidates` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `maps` |  |  |  |  |  | `maps` |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/access-control` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  | `uses` |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/data` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/devsecops` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/governance` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/information-space` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/landscape` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/network` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/observability` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/organization` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/purpose-demand-extension` | `introduces` |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  | `extends` | `uses` |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/security` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `model/task` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `pattern/intent-scope-purposes` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  | `implements` |  | `uses` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `profile/small-saas` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  | `requires` | `requires` | `requires` | `requires` |  | `requires` | `requires` | `requires` | `requires` |  | `requires` | `requires` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `requires` | `requires` |
+| `small-saas/control/namespace-per-tenant` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  | `instantiates` |  |  |  | `evidenced_by` |  |  |  |  |  |  |  |  |  | `uses` |  |
+| `small-saas/dataset/subscription-ledger` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  |  |  | `instantiates` |  |  |  |  |  | `governed_by` | `owned_by` |  |  |  | `partitioned_for` | `partitioned_for` |  |  |  |
+| `small-saas/deployment/production` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  | `uses` |  |  |  |  |  |  | `instantiates` | `implements` |  |  |  |  |  | `deploys` |  |  |  | `separates` | `separates` |  |  |  |
+| `small-saas/evidence/access-review-2026-05` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  | `instantiates` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `small-saas/incident/cross-tenant-access-attempt` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  | `instantiates` | `constrained_by` |  |  | `evidenced_by` |  |  |  |  |  |  |  |  |  |  |  |
+| `small-saas/policy/tenant-isolation` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  |  |  | `instantiates` | `requires` |  |  | `evidenced_by` |  |  |  |  |  |  |  |  |  |  |  |
+| `small-saas/service/billing-portal` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  | `instantiates` |  |  |  |  |  |  |  | `part_of` |  | `owned_by` |  |  |  |  |  |
+| `small-saas/system/billing-system` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  | `instantiates` |  |  |  |  |  |  |  |  |  |  | `serves` | `serves` |  |  |  |
+| `small-saas/task/onboard-tenant` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  | `instantiates` |  |  |  |  |  | `governed_by` |  |  |  | `owned_by` | `changes` |  |  |  |  |
+| `small-saas/team/platform` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  | `instantiates` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `small-saas/tenant/acme` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  | `instantiates` | `isolated_by` |  |  |  |  |  |  |  |  |  |  |  | `represented_by` |  |  |
+| `small-saas/tenant/globex` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  | `instantiates` | `isolated_by` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
+| `small-saas/user/ada-admin` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `uses` |  |  |  |  |  |  |  | `uses` |  |  |  |  | `instantiates` |  |  |  | `access_evidenced_by` |  | `has_access_under` |  |  |  | `member_of` |  |  |  |  |  |
+| `standard/caring` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  | `imports` | `imports` | `imports` | `imports` |  |  | `imports` | `imports` | `imports` |  | `imports` | `imports` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | `imports` |
+| `standard/tagging` |  |  |  |  |  |  |  |  |  |  |  |  | `conforms_to` |  |  |  |  |  |  |  |  |  |  |  |  |  | `imports` |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
diff --git a/infospace/views/kernel-overview.md b/infospace/views/kernel-overview.md
index 2cc5784..8727d52 100644
--- a/infospace/views/kernel-overview.md
+++ b/infospace/views/kernel-overview.md
@@ -3,18 +3,21 @@
 # Kernel Overview
 
 - Infospace: `canon`
-- Artifacts: 39
+- Artifacts: 44
 
 ## Artifact Kinds
 
+- `capture-criteria`: 1
 - `concept-catalog`: 1
-- `consumer-workplan-brief`: 1
+- `conformance-pack`: 1
+- `consumer-workplan-brief`: 2
 - `evaluation-pack`: 1
 - `evaluation-question-set`: 1
 - `example`: 1
 - `interface-card-expectation`: 1
 - `kernel`: 2
 - `mapping`: 1
+- `mapping-expectation`: 1
 - `model`: 11
 - `model-extension`: 1
 - `pattern`: 1
@@ -22,6 +25,7 @@
 - `profile-alignment`: 1
 - `profile-artifact`: 13
 - `standard`: 2
+- `visualization-example-set`: 1
 
 ## Relationship Types
 
@@ -35,19 +39,19 @@
 - `extends`: 1
 - `governed_by`: 2
 - `has_access_under`: 1
-- `illustrates`: 2
+- `illustrates`: 4
 - `implements`: 2
 - `imports`: 11
 - `instantiates`: 13
 - `introduces`: 1
 - `isolated_by`: 2
-- `maps`: 16
+- `maps`: 24
 - `member_of`: 1
 - `owned_by`: 3
-- `part_of`: 5
+- `part_of`: 9
 - `partitioned_for`: 2
 - `represented_by`: 1
 - `requires`: 13
 - `separates`: 2
 - `serves`: 2
-- `uses`: 51
+- `uses`: 71
diff --git a/infospace/views/repository-tree.md b/infospace/views/repository-tree.md
index 2b8774f..ed29d30 100644
--- a/infospace/views/repository-tree.md
+++ b/infospace/views/repository-tree.md
@@ -2,11 +2,16 @@
 
 # Repository Tree
 
-File count: **111**
+File count: **121**
 
 - `README.md`
 - `agent/README.md`
 - `agent/briefs/concept-catalog-purpose-demand.md`
+- `agent/briefs/conformance-railiance-fabric-consumer-workplan-brief.md`
+- `agent/briefs/conformance-railiance-fabric-entity-edge-capture-criteria.md`
+- `agent/briefs/conformance-railiance-fabric-mapping-expectations.md`
+- `agent/briefs/conformance-railiance-fabric-visualization-examples.md`
+- `agent/briefs/conformance-railiance-fabric.md`
 - `agent/briefs/evaluation-user-engine-consumer-workplan-brief.md`
 - `agent/briefs/evaluation-user-engine-interface-card-expectations.md`
 - `agent/briefs/evaluation-user-engine-questions.md`
@@ -44,6 +49,11 @@ File count: **111**
 - `artifacts/index.yaml`
 - `assimilation/README.md`
 - `concepts/purpose-demand.yaml`
+- `evaluations/railiance-fabric/conformance-pack.yaml`
+- `evaluations/railiance-fabric/consumer-workplan-brief.md`
+- `evaluations/railiance-fabric/entity-edge-capture-criteria.yaml`
+- `evaluations/railiance-fabric/mapping-expectations.yaml`
+- `evaluations/railiance-fabric/visualization-examples.yaml`
 - `evaluations/user-engine/consumer-workplan-brief.md`
 - `evaluations/user-engine/evaluation-pack.yaml`
 - `evaluations/user-engine/interface-card-expectations.yaml`
diff --git a/src/info_tech_canon/generation.py b/src/info_tech_canon/generation.py
index e648eee..6673ba0 100644
--- a/src/info_tech_canon/generation.py
+++ b/src/info_tech_canon/generation.py
@@ -10,7 +10,9 @@ import yaml
 
 GENERATED_NOTICE = "<!-- GENERATED by info_tech_canon; do not edit by hand. -->"
 RETRIEVAL_ARTIFACT_KINDS = {
+    "capture-criteria",
     "concept-catalog",
+    "conformance-pack",
     "consumer-workplan-brief",
     "evaluation-pack",
     "evaluation-question-set",
@@ -18,12 +20,14 @@ RETRIEVAL_ARTIFACT_KINDS = {
     "interface-card-expectation",
     "kernel",
     "mapping",
+    "mapping-expectation",
     "model",
     "model-extension",
     "pattern",
     "profile-alignment",
     "profile",
     "standard",
+    "visualization-example-set",
 }
 CONSUMER_BRIEF_IDS = ("user-engine", "railiance-fabric", "repo-scoping")
 COMMON_DISTINCTIONS = [
@@ -740,6 +744,29 @@ def _render_consumer_brief(consumer_id: str) -> str:
         "railiance-fabric": "Use the canon to make captured entities and edges cleaner for conformance and visualization.",
         "repo-scoping": "Compare repo-scoping concepts with canon INTENT, SCOPE, PURPOSES, and interface-card expectations.",
     }
+    starting_points = {
+        "user-engine": [
+            "evaluations/user-engine/evaluation-pack.yaml",
+            "evaluations/user-engine/questions.yaml",
+            "evaluations/user-engine/interface-card-expectations.yaml",
+            "evaluations/user-engine/small-saas-alignment.yaml",
+            "profiles/small-saas/profile.yaml",
+        ],
+        "railiance-fabric": [
+            "evaluations/railiance-fabric/conformance-pack.yaml",
+            "evaluations/railiance-fabric/entity-edge-capture-criteria.yaml",
+            "evaluations/railiance-fabric/mapping-expectations.yaml",
+            "evaluations/railiance-fabric/visualization-examples.yaml",
+            "models/landscape/InfoTechCanonLandscapeModel.md",
+            "models/network/InfoTechCanonNetworkModel.md",
+        ],
+        "repo-scoping": [
+            "models/governance/InfoTechCanonPurposeDemandExtension.md",
+            "patterns/intent-scope-purposes.md",
+            "agent/templates/canon-interface-card.template.yaml",
+            "examples/consumer-purpose-portfolio.yaml",
+        ],
+    }
     lines = [
         "---",
         f"id: consumer-brief/{consumer_id}",
@@ -761,15 +788,19 @@ def _render_consumer_brief(consumer_id: str) -> str:
         "- `agent/templates/canon-interface-card.template.yaml`",
         "- `models/governance/InfoTechCanonPurposeDemandExtension.md`",
         "- `patterns/intent-scope-purposes.md`",
-        "- `evaluations/user-engine/evaluation-pack.yaml`",
         "- `examples/consumer-purpose-portfolio.yaml`",
-        "- `profiles/small-saas/profile.yaml`",
         "- `views/by-concept.md`",
-        "",
-        "## Workplan Boundary",
-        "",
-        "Adoption and repo-specific implementation workplans belong in the consumer repository.",
     ]
+    for path in starting_points[consumer_id]:
+        lines.append(f"- `{path}`")
+    lines.extend(
+        [
+            "",
+            "## Workplan Boundary",
+            "",
+            "Adoption and repo-specific implementation workplans belong in the consumer repository.",
+        ]
+    )
     return "\n".join(lines).rstrip() + "\n"
 
 
@@ -830,8 +861,12 @@ def _safe_id(value: str) -> str:
 def _summary_for_artifact(artifact: Any) -> str:
     if artifact.kind == "profile-artifact":
         return f"Example artifact for the {artifact.provenance.get('profile', 'unknown')} profile: {artifact.title}."
+    if artifact.kind == "capture-criteria":
+        return f"Criteria for canonical entity and edge capture: {artifact.title}."
     if artifact.kind == "concept-catalog":
         return f"Structured candidate concept catalog: {artifact.title}."
+    if artifact.kind == "conformance-pack":
+        return f"Machine-readable canon-side conformance support pack: {artifact.title}."
     if artifact.kind == "consumer-workplan-brief":
         return f"Consumer repo workplan seed brief: {artifact.title}."
     if artifact.kind == "evaluation-pack":
@@ -844,12 +879,16 @@ def _summary_for_artifact(artifact: Any) -> str:
         return f"Expected Canon Interface Card fields and mappings: {artifact.title}."
     if artifact.kind == "mapping":
         return f"Mapping artifact connecting canon surfaces: {artifact.title}."
+    if artifact.kind == "mapping-expectation":
+        return f"Expected mappings between consumer graph capture and canon surfaces: {artifact.title}."
     if artifact.kind == "model-extension":
         return f"Candidate extension to an existing canon model: {artifact.title}."
     if artifact.kind == "pattern":
         return f"Reusable canon pattern: {artifact.title}."
     if artifact.kind == "profile-alignment":
         return f"Profile-specific evaluation alignment artifact: {artifact.title}."
+    if artifact.kind == "visualization-example-set":
+        return f"Graph visualization examples and bad-shape corrections: {artifact.title}."
     if artifact.kind == "profile":
         return f"Profile that constrains canon artifacts for a practical implementation slice: {artifact.title}."
     if artifact.kind == "kernel":
diff --git a/src/info_tech_canon/validation.py b/src/info_tech_canon/validation.py
index a9a9c55..b7d6365 100644
--- a/src/info_tech_canon/validation.py
+++ b/src/info_tech_canon/validation.py
@@ -53,7 +53,9 @@ REQUIRED_SCHEMAS = (
 )
 
 RETRIEVAL_BRIEF_KINDS = {
+    "capture-criteria",
     "concept-catalog",
+    "conformance-pack",
     "consumer-workplan-brief",
     "evaluation-pack",
     "evaluation-question-set",
@@ -61,12 +63,14 @@ RETRIEVAL_BRIEF_KINDS = {
     "interface-card-expectation",
     "kernel",
     "mapping",
+    "mapping-expectation",
     "model",
     "model-extension",
     "pattern",
     "profile-alignment",
     "profile",
     "standard",
+    "visualization-example-set",
 }
 
 PURPOSE_REQUIRED_ARTIFACT_IDS = {
@@ -139,6 +143,59 @@ USER_ENGINE_REQUIRED_EDGE_TYPES = {
     "scoped_to",
 }
 
+RAILIANCE_FABRIC_CONFORMANCE_ARTIFACT_IDS = {
+    "conformance/railiance-fabric",
+    "conformance/railiance-fabric/consumer-workplan-brief",
+    "conformance/railiance-fabric/entity-edge-capture-criteria",
+    "conformance/railiance-fabric/mapping-expectations",
+    "conformance/railiance-fabric/visualization-examples",
+}
+
+RAILIANCE_FABRIC_REQUIRED_ENTITY_CATEGORIES = {
+    "consumer-purpose",
+    "control",
+    "datastore",
+    "deployment",
+    "endpoint",
+    "evidence",
+    "flow",
+    "network-zone",
+    "pipeline",
+    "policy",
+    "runtime-resource",
+    "service",
+    "software-system",
+    "source-repository",
+    "task",
+    "telemetry-signal",
+}
+
+RAILIANCE_FABRIC_REQUIRED_CANONICAL_EDGES = {
+    "built_from",
+    "creates_task",
+    "depends_on",
+    "deploys",
+    "evidenced_by",
+    "exposes",
+    "flows_to",
+    "governed_by",
+    "implements",
+    "observed_by",
+    "part_of",
+    "reads_or_writes",
+}
+
+RAILIANCE_FABRIC_REQUIRED_MODELS = {
+    "model/data",
+    "model/devsecops",
+    "model/governance",
+    "model/landscape",
+    "model/network",
+    "model/observability",
+    "model/purpose-demand-extension",
+    "model/security",
+}
+
 
 def structural_checks(context: Any) -> dict[str, list[dict[str, Any]]]:
     errors: list[dict[str, Any]] = []
@@ -156,6 +213,11 @@ def structural_checks(context: Any) -> dict[str, list[dict[str, Any]]]:
         context.infospace.artifacts,
         errors,
     )
+    _check_railiance_fabric_conformance_assets(
+        context.infospace_root,
+        context.infospace.artifacts,
+        errors,
+    )
     _check_optional_assets(context.infospace_root, warnings)
 
     return {"errors": errors, "warnings": warnings}
@@ -719,6 +781,173 @@ def _check_user_engine_evaluation_assets(
         )
 
 
+def _check_railiance_fabric_conformance_assets(
+    infospace_root: Path,
+    artifacts: list[Any],
+    errors: list[dict[str, Any]],
+) -> None:
+    artifact_ids = {artifact.id for artifact in artifacts}
+    for artifact_id in sorted(RAILIANCE_FABRIC_CONFORMANCE_ARTIFACT_IDS - artifact_ids):
+        errors.append(
+            {
+                "code": "missing_railiance_fabric_conformance_artifact",
+                "artifact_id": artifact_id,
+            }
+        )
+
+    pack = _read_yaml(
+        infospace_root
+        / "evaluations"
+        / "railiance-fabric"
+        / "conformance-pack.yaml",
+        errors,
+    )
+    if isinstance(pack, dict):
+        components = pack.get("pack_components") or {}
+        if not isinstance(components, dict):
+            errors.append(
+                {
+                    "code": "invalid_railiance_fabric_pack_components",
+                    "path": "infospace/evaluations/railiance-fabric/conformance-pack.yaml",
+                }
+            )
+        else:
+            for component in (
+                "capture_criteria",
+                "mapping_expectations",
+                "visualization_examples",
+                "consumer_workplan_brief",
+            ):
+                if not components.get(component):
+                    errors.append(
+                        {
+                            "code": "missing_railiance_fabric_pack_component",
+                            "component": component,
+                        }
+                    )
+
+    criteria = _read_yaml(
+        infospace_root
+        / "evaluations"
+        / "railiance-fabric"
+        / "entity-edge-capture-criteria.yaml",
+        errors,
+    )
+    if isinstance(criteria, dict):
+        entity_categories = {
+            str(entity.get("id"))
+            for entity in criteria.get("entity_categories") or []
+            if isinstance(entity, dict) and entity.get("id")
+        }
+        for category in sorted(
+            RAILIANCE_FABRIC_REQUIRED_ENTITY_CATEGORIES - entity_categories
+        ):
+            errors.append(
+                {
+                    "code": "missing_railiance_fabric_entity_category",
+                    "category": category,
+                }
+            )
+        canonical_edges = {
+            str(edge.get("type"))
+            for edge in criteria.get("canonical_edge_categories") or []
+            if isinstance(edge, dict) and edge.get("type")
+        }
+        for edge_type in sorted(
+            RAILIANCE_FABRIC_REQUIRED_CANONICAL_EDGES - canonical_edges
+        ):
+            errors.append(
+                {
+                    "code": "missing_railiance_fabric_canonical_edge",
+                    "edge": edge_type,
+                }
+            )
+        display_edges = criteria.get("display_only_edge_categories") or []
+        if not isinstance(display_edges, list) or not display_edges:
+            errors.append(
+                {
+                    "code": "missing_railiance_fabric_display_edges",
+                    "path": "infospace/evaluations/railiance-fabric/entity-edge-capture-criteria.yaml",
+                }
+            )
+
+    mappings = _read_yaml(
+        infospace_root
+        / "evaluations"
+        / "railiance-fabric"
+        / "mapping-expectations.yaml",
+        errors,
+    )
+    if isinstance(mappings, dict):
+        first_models = {
+            str(model.get("id"))
+            for model in mappings.get("first_models") or []
+            if isinstance(model, dict) and model.get("id")
+        }
+        for model_id in sorted(RAILIANCE_FABRIC_REQUIRED_MODELS - first_models):
+            errors.append(
+                {
+                    "code": "missing_railiance_fabric_mapping_model",
+                    "model": model_id,
+                }
+            )
+        if not mappings.get("candidate_edge_mapping"):
+            errors.append(
+                {
+                    "code": "missing_railiance_fabric_candidate_edge_mapping",
+                    "path": "infospace/evaluations/railiance-fabric/mapping-expectations.yaml",
+                }
+            )
+
+    examples = _read_yaml(
+        infospace_root
+        / "evaluations"
+        / "railiance-fabric"
+        / "visualization-examples.yaml",
+        errors,
+    )
+    if isinstance(examples, dict):
+        example_items = examples.get("examples") or []
+        example_ids = {
+            str(example.get("id"))
+            for example in example_items
+            if isinstance(example, dict) and example.get("id")
+        }
+        if "clean-service-runtime-slice" not in example_ids:
+            errors.append(
+                {
+                    "code": "missing_railiance_fabric_clean_visualization_example",
+                }
+            )
+        if not any(example_id.startswith("bad-shape") for example_id in example_ids):
+            errors.append(
+                {
+                    "code": "missing_railiance_fabric_bad_shape_example",
+                }
+            )
+        if not examples.get("visualization_rules"):
+            errors.append(
+                {
+                    "code": "missing_railiance_fabric_visualization_rules",
+                    "path": "infospace/evaluations/railiance-fabric/visualization-examples.yaml",
+                }
+            )
+
+    brief_path = (
+        infospace_root
+        / "evaluations"
+        / "railiance-fabric"
+        / "consumer-workplan-brief.md"
+    )
+    if not brief_path.is_file():
+        errors.append(
+            {
+                "code": "missing_railiance_fabric_consumer_workplan_brief",
+                "path": "infospace/evaluations/railiance-fabric/consumer-workplan-brief.md",
+            }
+        )
+
+
 def _artifact_paths_by_path(
     infospace_root: Path,
     errors: list[dict[str, Any]],
diff --git a/tests/test_cli.py b/tests/test_cli.py
index b668e4a..33112b1 100644
--- a/tests/test_cli.py
+++ b/tests/test_cli.py
@@ -11,7 +11,7 @@ def test_cli_inspect_emits_json(capsys) -> None:
     assert exit_code == 0
     payload = json.loads(capsys.readouterr().out)
     assert payload["ok"] is True
-    assert payload["infospace"]["artifact_count"] == 39
+    assert payload["infospace"]["artifact_count"] == 44
 
 
 def test_cli_missing_profile_uses_structured_error(capsys) -> None:
diff --git a/tests/test_service.py b/tests/test_service.py
index 6f39d95..6b6d946 100644
--- a/tests/test_service.py
+++ b/tests/test_service.py
@@ -19,16 +19,19 @@ def test_inspect_canon_counts_artifact_kinds() -> None:
 
     assert payload["ok"] is True
     assert payload["infospace"]["slug"] == "canon"
-    assert payload["infospace"]["artifact_count"] == 39
+    assert payload["infospace"]["artifact_count"] == 44
     assert payload["infospace"]["kinds"] == {
+        "capture-criteria": 1,
         "concept-catalog": 1,
-        "consumer-workplan-brief": 1,
+        "conformance-pack": 1,
+        "consumer-workplan-brief": 2,
         "evaluation-pack": 1,
         "evaluation-question-set": 1,
         "example": 1,
         "interface-card-expectation": 1,
         "kernel": 2,
         "mapping": 1,
+        "mapping-expectation": 1,
         "model": 11,
         "model-extension": 1,
         "pattern": 1,
@@ -36,6 +39,7 @@ def test_inspect_canon_counts_artifact_kinds() -> None:
         "profile": 1,
         "profile-artifact": 13,
         "standard": 2,
+        "visualization-example-set": 1,
     }
 
 
@@ -50,14 +54,14 @@ def test_validate_canon_passes_scaffold() -> None:
     assert payload["ok"] is True
     assert payload["errors"] == []
     assert "warnings" in payload
-    assert payload["details"]["artifact_count"] == 39
+    assert payload["details"]["artifact_count"] == 44
 
 
 def test_graph_exports_relationship_summary() -> None:
     payload = artifact_graph()
 
     assert payload["ok"] is True
-    assert payload["graph"]["node_count"] == 39
+    assert payload["graph"]["node_count"] == 44
     assert payload["graph"]["edge_count"] > 15
 
 
@@ -101,6 +105,9 @@ def test_generators_write_expected_assets(tmp_path) -> None:
         root / "agent" / "briefs" / "model-purpose-demand-extension.md"
     ).is_file()
     assert (root / "agent" / "briefs" / "evaluation-user-engine.md").is_file()
+    assert (
+        root / "agent" / "briefs" / "conformance-railiance-fabric.md"
+    ).is_file()
     assert (root / "agent" / "briefs" / "pattern-intent-scope-purposes.md").is_file()
     assert (
         root / "agent" / "templates" / "canon-interface-card.template.yaml"
diff --git a/workplans/ITC-WP-0008-railiance-fabric-conformance-support.md b/workplans/ITC-WP-0008-railiance-fabric-conformance-support.md
index 633d62b..aa1d9a4 100644
--- a/workplans/ITC-WP-0008-railiance-fabric-conformance-support.md
+++ b/workplans/ITC-WP-0008-railiance-fabric-conformance-support.md
@@ -4,7 +4,7 @@ type: workplan
 title: "Railiance Fabric Conformance Support"
 domain: canon
 repo: info-tech-canon
-status: proposed
+status: finished
 priority: high
 created: "2026-05-23"
 updated: "2026-05-23"
@@ -34,7 +34,7 @@ system reasoning.
 
 ```task
 id: ITC-WP-0008-T01
-status: todo
+status: done
 priority: high
 state_hub_task_id: "fbe6e497-5c1b-4221-b470-d185e55b99a0"
 ```
@@ -47,7 +47,7 @@ state_hub_task_id: "fbe6e497-5c1b-4221-b470-d185e55b99a0"
 
 ```task
 id: ITC-WP-0008-T02
-status: todo
+status: done
 priority: high
 state_hub_task_id: "23bfb8b0-060e-4a66-a6a1-244cebc1e3c7"
 ```
@@ -60,7 +60,7 @@ state_hub_task_id: "23bfb8b0-060e-4a66-a6a1-244cebc1e3c7"
 
 ```task
 id: ITC-WP-0008-T03
-status: todo
+status: done
 priority: medium
 state_hub_task_id: "3f8167a3-029b-4ebf-a517-1713e80ea39f"
 ```
@@ -72,7 +72,7 @@ state_hub_task_id: "3f8167a3-029b-4ebf-a517-1713e80ea39f"
 
 ```task
 id: ITC-WP-0008-T04
-status: todo
+status: done
 priority: medium
 state_hub_task_id: "8454dda9-4fcc-4db9-afc1-3d7634d1a49f"
 ```
@@ -86,3 +86,16 @@ state_hub_task_id: "8454dda9-4fcc-4db9-afc1-3d7634d1a49f"
 - Visualization needs inform the standard without forcing display semantics
   into canonical concepts.
 - A consumer workplan brief exists for railiance-fabric.
+
+## Implementation Notes
+
+- Added a machine-readable railiance-fabric conformance pack under
+  `infospace/evaluations/railiance-fabric/`.
+- Added entity and edge capture criteria that separate canonical relationships
+  from display-only graph edges.
+- Added mapping expectations across Landscape, Network, Data, DevSecOps,
+  Observability, Governance, Security, Task, PURPOSES, and Tagging.
+- Added clean graph and bad-shape visualization examples with corrections.
+- Added a consumer workplan brief for the railiance-fabric repo.
+- Extended validation and retrieval generation so the conformance assets are
+  indexed, briefed, and checked.
diff --git a/workplans/index.yaml b/workplans/index.yaml
index 3bf5840..ad780aa 100644
--- a/workplans/index.yaml
+++ b/workplans/index.yaml
@@ -109,7 +109,7 @@ workplans:
 
   - id: ITC-WP-0008
     title: Railiance Fabric Conformance Support
-    status: proposed
+    status: finished
     priority: high
     path: workplans/ITC-WP-0008-railiance-fabric-conformance-support.md
     depends_on: