The system of intelligence for industrial engineering.
Verno unifies the EPC design process for P&IDs: we generate, edit, and QA/QC your P&IDs at the speed modern industrial projects demand. So you can focus on engineering, and we take care of the documentation.
P&IDs are the backbone of industrial design — and the biggest drag on project velocity.
Every plant, refinery, and facility runs on Piping & Instrumentation Diagrams. Yet creating, editing, and quality-checking them remains stubbornly manual — a slow loop of CAD edits, redlines, and tribal knowledge spread across thousands of static drawings.
For brownfield projects, the problem compounds: legacy documentation is fragmented, outdated, and often locked in scans. Engineers spend more time reconciling drawings than designing the plant.
One AI-native graph for the entire P&ID lifecycle.
Instead of treating diagrams as static drawings, Verno represents your plant as a live, structured graph — so AI can reason over it, engineers can edit it, and downstream tools can consume it.
Ingest & digitize
Upload legacy P&IDs — scans, PDFs, or native CAD. Verno's vision models extract equipment, lines, instruments, and tags into a structured engineering graph with full provenance.
- Native CAD import
Edit & generate with AI agents
Work on a single source of truth. AI agents propose edits, generate net-new diagrams from specs, and keep equipment, lines, and instruments consistent across the entire project.
- Spec-driven generation
- Cross-drawing consistency
- Engineer-in-the-loop review
Automated QA/QC & export
Continuous rule-based and model-based checks flag errors before they reach the field. Export to DEXPI, native CAD, and downstream EPC tooling without manual cleanup.
- 1,000+ engineering checks
- CAD export
- Audit-ready change history
For the teams designing and operating the world's industrial infrastructure.
EPC firms
Compress front-end engineering schedules, win more bids, and deliver higher-quality design packages without growing headcount.
- Accelerate FEED and detailed design
- Standardize across offices and disciplines
Industrial owner-operators
Bring brownfield documentation back to life. Keep your as-built P&IDs continuously accurate as the plant evolves.
- Help digitize legacy drawing libraries
- Maintain a live digital twin of plant topology
- Cut MOC and turnaround engineering cycles
Process engineers and AI researchers, in one room.
Verno is built by a team that has shipped both industrial design packages and production AI systems. We pair deep domain expertise with frontier ML research.

Oliver Wesche
Building Verno to bring AI-native tooling to the engineers who design the physical world. Previously a Machine Learning Engineer at Blue Origin, working on systems for spaceflight hardware. Currently at Harvard Business School.
- Previously
- Blue Origin — ML Engineer
- Currently
- Harvard Business School
Request a demo.
See Verno applied to a P&ID from your own facility or project. We'll respond within one business day.