Supply Chain
AI Supply Chain & Logistics Control Tower
Silent writes 0
CDM connectors, MCP exception agents, HITL transfers/POs, and Control Tower UI with audit.
M0–M10 complete · API 1.0.0
The problem
SC ops drown in late shipments, stockouts, overdue POs, and silent sync failures.
Late shipments / stockouts
Exceptions discovered too late.
Overdue POs
Manual chase across systems.
Ungoverned AI
Transfers/POs without HITL.
Silent sync failures
No DLQ/audit on connector writes.
No control tower
Operators lack a single exception UI.
The solution
FastAPI owns exception agents and HITL writes; n8n owns connector sync — no silent inventory mutations.
Governed supply-chain ops AI for exceptions, transfers, and POs — Control Tower with HITL, not an ERP chatbot.
CDM connectors
Normalized supply events into shared model.
MCP exception agents
Allowlisted actions on delays/stockouts.
HITL transfers/POs
Approval before inventory/finance writes.
Control Tower UI
Ops queue with audit trail.
EDI/WMS sandbox
Safe adapter paths with verify.
WMS/EDI/ERP → connectors → FastAPI exceptions/MCP/HITL → Postgres → Control Tower → notify
Before → After
Architecture
Delivery
Milestone narrative from kickoff through closeout — all gates met.
| ID | Theme | Unlocked |
|---|---|---|
| M0–M1 | Architecture + skeleton | Compose stack, schema, FastAPI, n8n, health |
| M2–M3 | Core intelligence | Orchestrator/agents, RAG, primary integrations |
| M4–M5 | Reliability + HITL | Approvals, DLQ, audit, Phase 1 gate |
| M6–M7 | Depth + Phase 2 | Secondary channels/agents, Phase 2 regression |
| M8–M9 | Dashboard + scale | Ops UI RBAC, eval, observability, adapters |
| M10 | Closeout | Docs, UAT/smoke, KT pack, deliverables |
Proof
Verified on local Docker dry-run — no invented client metrics.
smoke_m10
PASS
Closeout
Unauthorized
0
AuthZ
Approval
100%
Transfers/POs gated
Silent writes
0
DLQ/audit
Stack
- FastAPI
- n8n
- Postgres
- Redis
- MCP
- WMS/EDI
- Caddy
Want a system like this?
We build production AI ops platforms — multi-agent orchestration, RAG, CRM, and reliable automation — not one-off chatbot demos.