generated from coulomb/repo-seed
82 lines
2.0 KiB
Markdown
82 lines
2.0 KiB
Markdown
---
|
|
id: ADAPTIVE-WP-0008
|
|
type: workplan
|
|
title: "Governance and recommendation workflows"
|
|
domain: financials
|
|
repo: adaptive-pricing
|
|
status: backlog
|
|
owner: codex
|
|
topic_slug: helix-forge
|
|
created: "2026-07-02"
|
|
updated: "2026-07-02"
|
|
state_hub_workstream_id: "d83543cc-f93f-47cc-9650-f985463f6f43"
|
|
---
|
|
|
|
# Governance and recommendation workflows
|
|
|
|
Operationalize adaptive pricing with approval policies, recommendation
|
|
interfaces, experiment guardrails, and auditable lifecycle workflows.
|
|
|
|
## Define Governance Policy Model
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0008-T01
|
|
status: todo
|
|
priority: high
|
|
state_hub_task_id: "66f36062-b16b-426b-b216-e5263d532b2a"
|
|
```
|
|
|
|
Define publish, change, rollback, grandfathering, approval, and exposure-limit
|
|
policies for adaptive pricing operations.
|
|
|
|
## Implement Seller Recommendation Workflow
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0008-T02
|
|
status: todo
|
|
priority: high
|
|
state_hub_task_id: "1b402c31-1afd-4b71-a8a9-23dadbaae6ac"
|
|
```
|
|
|
|
Evolve the current rules-based recommendation layer into a workflow that can
|
|
cite assumptions, constraints, simulations, and approval requirements.
|
|
|
|
## Define Customer-Facing Safe-Tuning Contract
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0008-T03
|
|
status: todo
|
|
priority: medium
|
|
state_hub_task_id: "3f4a8e6e-4333-48d8-9af7-fae53fe85c7b"
|
|
```
|
|
|
|
Define the API and UX contract for customer-visible tuning so buyers can
|
|
understand price trade-offs without exposing unsafe or opaque pricing behavior.
|
|
|
|
## Add Experiment And Health-Check Surfaces
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0008-T04
|
|
status: todo
|
|
priority: medium
|
|
state_hub_task_id: "e1fd3a11-eb6c-4747-ae32-7d18fa6c9446"
|
|
```
|
|
|
|
Add pricing health checks, experiment guardrails, version history, and audit
|
|
surfaces needed for ongoing operations after solver and provider publication
|
|
exist.
|
|
|
|
## Exit Criteria
|
|
|
|
```task
|
|
id: ADAPTIVE-WP-0008-T05
|
|
status: todo
|
|
priority: medium
|
|
state_hub_task_id: "75778f37-e77a-4a70-865a-52042729fe42"
|
|
```
|
|
|
|
Exit when adaptive pricing changes are explainable, policy-governed, auditable,
|
|
and operable by both humans and agents.
|
|
|
|
Dependencies: `ADAPTIVE-WP-0006`, `ADAPTIVE-WP-0007`.
|