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sankofa-hw-infra/docs/purchasing-feedback-loop.md

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# Purchasing feedback loop
How UniFi telemetry and product intelligence drive approved buy lists, BOMs, and support-risk views.
## Data flow
1. **UniFi device sync** — Devices are synced from each sovereigns controller; device list includes model/SKU.
2. **Product catalog lookup** — Each device model/SKU is matched against `unifi_product_catalog` (generation, EoL, support horizon).
3. **Outputs:**
- **SKU-normalized BOM** per sovereign/site: which exact hardware is deployed, with generation and support status.
- **Support-risk heatmap:** devices near EoL or with short support horizon.
- **Firmware divergence alerts:** when firmware versions drift from policy (see compliance profiles).
- **Approved purchasing catalog:** only SKUs that meet the sovereigns compliance profile (allowed generations, approved_skus).
## Approved buy list
The “approved buy list” is the intersection of:
- Devices in use or recommended (from UniFi + catalog), and
- Catalog entries with `approved_sovereign_default` or matching the orgs **compliance profile** (allowed_generations, approved_skus).
So operations (what we have and whats supported) drives procurement (what were allowed to buy), not the other way around.
## Optional API
- `GET /api/v1/reports/bom?org_id=&site_id=` — Aggregate assets + UniFi mappings + catalog for a BOM.
- `GET /api/v1/reports/support-risk?org_id=&horizon_months=12` — Devices with EoL or support horizon within the next N months.
These can be implemented as thin wrappers over existing schema, `unifi_product_catalog`, and `integration_mappings`.