Integrated manufacturing offer
Plant and Procurement Intelligence Pipeline
One connected flow: build the supply-chain evidence graph, detect shortage exceptions, then explain the PO action beside ERP. Three views, one pipeline.
Single pipeline
Three modules, one operating sequence.
1. Graph
Hybrid Supply Chain Chatbot holds parts, suppliers, weekly positions, POs, shortage alerts, provenance, caveats, and known gaps.
2. Exceptions
Shortage Control Tower turns the same weekly positions into ranked shortages, impact context, and planner review queues.
3. PO action
ERP PO Intelligence explains why a PO exists, what supplier/price/lead-time evidence supports it, and what the buyer should approve.
Ontology view
The graph each module shares.
flowchart LR
ERP[(ERP extract)]:::source --> PO[PurchaseOrder]:::entity
ERP --> Part[Part]:::entity
ERP --> Supplier[Supplier]:::entity
ERP --> Position[WeeklyPosition]:::entity
Part -- SUPPLIED_BY --> Supplier
Part -- HAS_POSITION --> Position
Position -- RAISES --> Alert[ShortageAlert]:::exception
PO -- FOR_PART --> Part
PO -- RAISED_FOR --> Alert
Part --> Chat[Graph query]:::module
Alert --> Tower[Shortage tower]:::module
PO --> POIntel[PO intelligence]:::module
Chat --> Answer[answer or refuse]:::outcome
Tower --> Review[planner review]:::outcome
POIntel --> Approve[buyer approval]:::outcome
PO -. RECEIPT_CONFIRMED known_absent .-> Receipt[ReceiptEvent]:::gap
classDef source fill:#fff4df,stroke:#b36b12,color:#3c2a10;
classDef entity fill:#e9f7f3,stroke:#0b6f63,color:#0b3f39;
classDef exception fill:#fff0f0,stroke:#b84a4a,color:#581d1d;
classDef module fill:#eef2ff,stroke:#4c63c7,color:#1e2d75;
classDef outcome fill:#f2f7e8,stroke:#6d8f26,color:#26380d;
classDef gap fill:#f7f7f7,stroke:#7d8580,stroke-dasharray: 5 5,color:#3e4541;
Shared core
The same reasoning spine runs through all three.
Classify the question or event, validate the ontology, traverse the graph, bind evidence, then answer or refuse. The demo below shows that shared engine directly.
Module demos
Separate demos, one story.
Honest boundary
What is real now.
Already real
Loaded hybrid supply-chain graph foundation, retrieval infrastructure, and static demos over synthetic data.
Still to build
Production customer deployment, live ERP write-back, and the full agentic query/chat layer over real operational data.