Manufacturing AI/Home
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AI DOCUMENT GENERATION WORKBENCH

Manufacturing inputs in. Controlled documents out.

Eight manufacturing inputs are resolved through eight MCP tools into one canonical JSON standard, rendered into enterprise templates, checked by engineering rules, approved by humans and released to ERP / MES / QMS / PDM.

Open Workbench
0Awaiting review
0Approved, ready to release
0Published downstream
0Generating now

Document quality overview

0%Document completeness
0%Source coverage
0% passEngineering validation
0% passTemplate validation

No generated documents with metrics yet.

Open Validation Center

Recent documents

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Pipeline

18 manufacturing inputs
28 MCP tools
3Canonical JSON
4Enterprise template
5Rule validation
6Engineer → QA → Manager
78 release targets
Generate a document

8 manufacturing inputs → 8 MCP tools → controlled document

Approval queue

Engineer review → QA approval before release

Validation Center

Errors, warnings, missing CTQs and conflicts

MCP Monitor

Tool connectivity and live executions

Five agents, one release gate

1Document Planner
2Manufacturing Analyst
3Document Writer
4Validation Agent
5Document Publisher