The system of intelligence for industrial engineering.
Verno handles P&ID generation, editing, and QA/QC. Your team focuses on engineering, not drafting.
P&IDs power every plant. They also slow every project.
Creating and updating them is still manual. Knowledge is scattered across thousands of static drawings.
Brownfield makes it worse: legacy docs are fragmented, outdated, and locked in scans.
One AI-native graph for the entire P&ID lifecycle.
Verno turns static drawings into a live engineering graph. Engineers edit it, AI reads it, and downstream tools use it.
Ingest & digitize
Upload CAD or DEXPI. Our pipeline extracts equipment, lines, instruments, and tags into a structured engineering graph.
- Native CAD and DEXPI-XML import
Edit & generate with AI agents
AI agents propose edits, generate diagrams from specs, and keep everything consistent across the project.
- Spec-driven generation
- Cross-drawing consistency
Automated QA/QC & export
Rule- and model-based checks catch errors before they reach the field. Export clean to DEXPI, CAD, and downstream tools.
- Automated quality and consistency checks
- Native CAD, DEXPI, and PDF export
For the teams designing and operating the world's industrial infrastructure.
EPC firms
Compress schedules, win more bids, and ship higher-quality designs. Without adding headcount.
- Compress project schedules from FEED through detailed design
- Standardize deliverables across offices and disciplines
- Take on more projects without growing your drafting team
Owner-operators
Bring brownfield docs back to life. Keep as-built P&IDs accurate as the plant evolves.
- Digitize brownfield documentation and legacy drawing libraries
- Maintain as-built P&IDs as the plant evolves
- Cut the engineering hours spent maintaining and updating documentation
Engineers and AI researchers, in one room.
Verno pairs deep industrial domain expertise with frontier ML research.

Oliver Wesche
Previously an ML Engineer at Blue Origin, working on systems for spaceflight hardware. Harvard Business School.
Request a demo.
See Verno on one of your own P&IDs. We reply within one business day.