Industrial Agentic Intelligence Framework¶
Closing the operational knowledge gap in U.S. manufacturing with open-source, UNS-native, cybersecurity-aware multi-agent AI.
Why This Exists¶
U.S. manufacturing faces a converging crisis:
- 2.1 million unfilled positions projected by 2030 (Deloitte / Manufacturing Institute)
- 40% of the skilled workforce is within 10 years of retirement, taking decades of institutional knowledge with them
- Small-to-mid manufacturers (SMMs) — the backbone of the CHIPS Act supplier ecosystem — lack the capital and OT/AI expertise to deploy agentic AI safely
Off-the-shelf AI tools are not designed for the shop floor: they are not OT-aware, not UNS-aware, not air-gap-tolerant, and not CMMC-aligned.
This framework is the missing reference implementation.
Quick Start¶
git clone https://github.com/adris-misra/multi-agentic-framework.git
cd multi-agentic-framework
make install
cp .env.example .env # fill in your API keys
make demo # starts MQTT + ChromaDB + Jaeger + Operator Copilot
Ten Industrial Agents¶
| Agent | Responsibility |
|---|---|
| Operational Intent | NL → typed Intent (EN/ES/VI) |
| UNS Context Broker | Mediates ALL tool calls; enforces Purdue zoning |
| Telemetry & Historian | OPC UA, Sparkplug B, PI, Ignition, Snowflake, Timestream |
| Anomaly & Root-Cause | Matrix Profile + Isolation Forest + FMEA traversal |
| Tacit-Knowledge Curator | RAG over SOPs, expert interviews, work orders |
| Safety / Guardrail | OPA policy engine + reversibility classifier |
| Work-Order & MES Dispatch | CMMS/MES writes with dry-run + idempotency |
| Governance & Lineage | OpenLineage + Ed25519 signing + NIST AI RMF mapping |
| HITL Supervisor | Confidence-thresholded human-in-the-loop routing |
| Shop-Floor Copilot UI | Role-aware Streamlit operator surface |
Standards Alignment¶
ISA-95 · MQTT Sparkplug B v3 · OPC UA · NIST SP 800-82 Rev 3 · CMMC L2 · NIST AI RMF · ISO 42001 · ISO 14224 · ISO 15926
See the full Standards Alignment Matrix.