Agentic Plant OS
Plant OS turns P&IDs into operational intelligence — monitor, optimize, and design across refining, chemical, and power sites
Engineering knowledge walks out the door when a project ends.
DeepAuto converts every drawing, document, and decision into an
AI-native operating system the next project runs on.
Plant OS and Manufacturing OS on one agentic foundation
Two operating systems for industry on one shared agentic foundation — process plants and discrete manufacturing, both turning engineering documents into structured, queryable intelligence.
Agentic Plant OS
Process industry · operating assets · continuous flow. Reads P&IDs and engineering drawings, builds the plant's equipment knowledge graph, and runs the engineering lifecycle.
Agentic Manufacturing OS
Discrete industry · engineered products. Drives design, simulation, and machining for parts, molds, and assemblies — with engineers in the loop.
Engineering knowledge becomes an operating system
Drawings are where it starts. Every document, decision, and signal
becomes reusable intelligence that reasons over the plant and runs it.
Powered by the same Lakehouse + Super Intelligence platform
Agentic Plant OS is an application of the Enterprise AI Platform — the same data foundation, intelligence layer, and full-stack framework that power every DeepAuto OS.
Agentic Lakehouse
- Enterprise data unification
- Structured + unstructured
- Knowledge graph
Super Intelligence
- Reasoning & agents
- World Model (where applicable)
- Workflow execution
Full-Stack Framework
- Connectors & orchestration
- Runtime & workflows
- Deployment
| Tag | Spec |
|---|---|
| 6" line | CS · Cl 150 |
| Gate valve | A105 · RF |
| CV-201 | removed |
| PSV-301 | resize |
Illustrative example. Actual deliverables are generated from client's proprietary engineering data.
Ask the Super Intelligence in plain language.
The reasoning engine behind the Agentic Plant Twin
Agentic World Model — Reasons over a causal world model, simulates through tools, acts on reality (currently only available for Agentic Plant OS)
Reason
Reasons over a causal world model of the plant.
Simulate
Simulates outcomes through tools before acting.
Act
Acts on reality, closing the loop with the plant.
Run the plant from one live console
Super Intelligence watches the live plant, traces each issue
through the causal model, and recommends the fix,
grounded in the plant knowledge graph.
From fragmented systems
to one living causal model
The plant does not change. DeepAuto adds an intelligence layer on top of existing assets,
turning scattered documents and signals into one causal model you can reason over.
Engineering documents become structured intelligence
Transform P&IDs into structured data to automate search, change detection, and impact analysis, streamlining workflows from design to operations
- 1P&ID Drawing Ingestion
- 2Process Structural Interpretation & Knowledge Extraction
- 3Agentic Pipe and Instrument Listing
- 4Human-in-the-loop Verification
- 5Self-Evolution & Final Result Generation
Operational Efficiency
Search, change detection, and impact analysis run automatically across every drawing.
Knowledge Capitalization
Engineering know-how is captured as structured data instead of leaving with people.
Compounding Intelligence
Every drawing the system processes makes it better at the next.
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| LINE | SIZE | SPEC |
|---|---|---|
| L-001 | 6" | CS A106 |
| L-002 | 4" | CS A106 |
| L-003 | 3" | SS 316 |
| L-004 | 8" | CS A106 |
| L-005 | 2" | SS 304 |
| L-006 | 6" | CS A106 |
Actual deliverables are generated from client's proprietary engineering data.
Reading symbols isn't understanding meaning
Recognizing a symbol on a drawing is the easy part. Capturing what it means — the equipment, its connections, and its role in the process — is the hard part, and the part that has to be right.
General Arrangement Drawings, made machine-readable
Agentic AI vision and OCR turn General Arrangement Drawings into structured, machine-readable data — ready for downstream engineering and construction.
A living twin, auto-built from your engineering documents
Agentic Plant Twin = Agentic AI × Physical AI
More than a 3D view, the twin reasons over the plant in real time, built from engineering knowledge, live plant data, and AI agents.
Outputs are auto-generated by the twin — including 3D modeling, without manual modeling.
A living agentic plant twin auto-built from the P&ID, running safety, schedule, equipment routing and lighting as one agentic system
A digital twin auto-built from engineering documents, enabling thermo-fluid simulation and analysis without manual modeling
When Plant OS and Manufacturing OS converge, supply chains collapse into hours — the factory lives inside the plant
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