Protecting licensed PEs by bridging the Liability Gap with traceable audit trails — reviewing plans against your city's exact standards, not generic engineering principles. The AI doesn't stamp the plans. You do. Built on 20+ years of California public works experience.
America's civil engineering workforce is shrinking — and infrastructure can't wait.
Plan review requires engineers to manually cross-reference submissions against hundreds of pages of city-specific standards — a process taking days or weeks and creating costly project delays.
Every city has its own engineering standards. Without a systematic approach, review quality varies by reviewer, city, and workload — creating risk, rework, and inequity in infrastructure outcomes.
The engineers who built America's water, sewer, road, and bridge infrastructure are retiring faster than they can be replaced. Their institutional knowledge leaves with them — permanently.
Untraceable AI plan review creates unacceptable legal and compliance risk for public works departments. Civilinfra AI is built around one principle: the AI doesn't stamp the plans — the licensed PE does, with a fully traceable record behind every finding.
CAD / GIS / PDF — municipal submittals and plan sets uploaded directly into the ingestion engine.
Automated review against your agency's adopted standards, with a traceable record behind every result.
The licensed PE makes every final disposition, and each change is recorded with who made it and when. Closes the Liability Gap.
| Feature / Criteria | Standard Automation / Generic LLMs | Civilinfra AI Auditable Loop |
|---|---|---|
| Legal Risk & Liability | ✕ HIGH EXPOSUREUntraceable outputs, hallucinations, open legal risk | ✓ CLOSES THE LIABILITY GAPDefensible, fully traceable, PE-made disposition |
| Auditability | ✕ BLACK BOXNo audit trail or decision tracking | ✓ FULL RULE-LEVEL AUDIT TRAILTraceable record behind every rule check |
| Review Basis | ✕ GENERIC PREDICTIONProbabilistic text generation without engineering rules | ✓ RULE-BASED REVIEWEvery check tied to your agency's adopted standards |
| Role of the Licensed PE | ✕ UNCLEAROutput reads as final, with no PE decision point | ✓ PE STAYS IN CONTROLEvery disposition is made and recorded by the licensed PE |
Every municipality has different standards. Civilinfra AI loads each city's exact criteria as the AI's operating context — the same way a 20-year PE internalizes a city's standards over a career.
When a plan set is submitted to a city for review, Civilinfra AI loads that city's exact standards, thresholds, and criteria as the operating context. When the same plan set is submitted for another jurisdiction — a different dataset loads. Different standards. Different criteria. Different comments. Every review is jurisdiction-accurate, not generically approximate.
Four steps from plan upload to a structured, tiered, jurisdiction-specific review output.
Your city's standard plans, specifications, and construction details are organized by discipline: water, sewer, storm, street, traffic, ADA, and construction notes. PE clarifications improve the dataset with every project.
Engineering firms upload their plan set as a PDF into a secure project folder, with the submittal phase (for example 60% or 90%) noted.
Civilinfra AI reads plans the way a PE reads them — sheet by sheet, against your agency's engineering standards. Every finding is tied to the sheet and to your agency's standard plan reference.
A Readiness Level shows how ready the submittal is for agency review. Comments are grouped by severity — Critical, Major, Advisory — with sheet references and standard plan citations. Repeated items are consolidated, so the comment set stays readable. Engineers know exactly what to fix before resubmission.
At any project phase, users may request review by a Licensed Professional Engineer (PE) — Civil. PE corrections improve every future review in that jurisdiction. Expertise permanently preserved.
The clips above are excerpts from the platform in action. Get in touch and we'll send you a private link to the full interactive demo, so you can walk through the entire review process and its results yourself.
Request Demo Access →Discipline-specific review — not a general scan, but targeted reading of what matters in each infrastructure category. Water, sewer, and construction notes are in review today; other disciplines are being added in stages.
Distribution and treatment infrastructure — pipe sizing, pressure zones, material specifications, fire flow requirements.
Sanitary sewer — pipe slopes, manhole depths, invert elevations, cover requirements, utility clearances.
Storm sewer design — hydraulic capacity, inlet sizing, pipe grades, outlet protection, detention requirements.
Gas, electrical, telecom, fiber — clearances, crossing angles, separation requirements, conflict resolution.
Roadway geometry, intersection design, interchange configurations — reviewed against Caltrans, AASHTO, and local guidelines.
Sight distance, conflict point analysis, pedestrian and bicycle facility compliance, ADA, safety countermeasures.
Construction TCPs, signal design, signage and striping plans reviewed for MUTCD compliance and local standards.
New development infrastructure ensuring every subdivision meets city standards for long-term community safety and serviceability.
Public rights-of-way accessibility — curb ramps, detectable warnings, cross slopes, pedestrian signals, and sidewalk connectivity reviewed against PROWAG and federal ADA standards.
Every PE correction makes the municipal dataset smarter. More projects means more accurate reviews — permanently preserving licensed engineering expertise in your jurisdiction's intelligence layer.
Based on city-specific standards dataset loaded for the jurisdiction
Licensed Civil PE provides optional QA/QC — edits, adds, or rejects comments
PE judgment is kept for future reviews in that jurisdiction
More accurate, more jurisdiction-specific with every review cycle
Licensed PE knowledge permanently captured — survives retirement and staff turnover
Civilinfra AI is currently engaging both municipal agencies and private engineering consultants on pilot projects — free, non-binding evaluations of real plan review workflows. Whether you're a city engineering department or a consulting firm, we'd love to hear from you.
Request Pilot Info →Whether you are a municipal agency exploring the pilot program, an engineering firm interested in early access, or a partner organization — we would love to hear from you.