Engineering AI verification

ENGINEERING VERIFICATION

The AI Verification Layer
Built for Regulated Engineering.

Your engineers use AI to query regulations, generate specifications, and draft technical documents. Every citation that AI produces — NRC, NERC, ASME, EPA, FERC, IEEE — needs to be verified before it becomes a regulatory submission. PrimeVitas is that verification layer: proprietary, patent-pending, purpose-built for the standards your industry lives and dies by.

sub-1msPer citation verified
100%Deterministic — same answer every time
Standards our architecture covers
SignedAudit trail on every document

THE PROBLEM

Your AI Knows a Lot.
It Doesn't Know What It Doesn't Know.

Engineering AI tools are accelerating your teams. RAG-based knowledge systems let engineers query thousands of documents in seconds. But these systems have a class of failure no amount of training resolves:

"A citation error in a legal brief is embarrassing. A citation error in a nuclear facility design spec submitted to the NRC is a license issue."

They cite regulations superseded last year. They reference the 2015 edition of an ASME code when the 2023 edition changed the requirement. They synthesize an EPA effluent limit that sounds exactly right — and doesn't exist. These aren't edge cases. They're structural limitations of probabilistic systems operating in deterministic regulatory environments.

PrimeVitas sits between your AI output and your engineer's signature. Our proprietary, patent-pending software independently verifies every regulatory citation — every standard confirmed to its current binding version, cryptographic audit trail attached — before it leaves the desk.

Engineering regulatory verification
✗ FAIL Superseded regulation detected

When a citation references a superseded standard, a wrong edition, or a regulation that doesn't exist — PrimeVitas catches it sub-millisecond, before the document is signed, with the current binding requirement attached.

THE SCENARIOS

Four Citation Failures
No AI Can Self-Correct.

These aren't hypothetical. They're structural failure modes that occur every time a probabilistic AI system generates regulatory citations in a deterministic standards environment — and no internal check catches them.

Nuclear facility control room
NUCLEAR FACILITY · NRC SUBMISSION · DESIGN SPECIFICATION
🚨 CRITICAL INTERCEPTED

AI Output: Cites NRC Regulatory Guide 1.200, Revision 1

The current binding version is Revision 2, which changed seismic hazard methodology requirements. The specification was accurate as of 2007. It was being prepared for NRC submission as current. Our proprietary verification engine flagged the superseded revision and returned a FAIL with the current binding requirement — before the document was signed by the engineer of record.

FAIL NRC Reg Guide 1.200 · Rev 1 superseded by Rev 2 · seismic methodology requirements differ
Intercepted sub-1ms · Current requirement returned · Audit trail generated
Electrical substation power grid
TRANSMISSION FACILITY · NERC CIP ASSESSMENT · CYBERSECURITY
🚨 CRITICAL INTERCEPTED

AI Output: Cybersecurity Assessment Cites NERC CIP-006-6

NERC CIP-006-7 superseded version 6 and introduced additional physical security requirements for medium-impact BES Cyber Systems. The assessment was prepared for a regional transmission facility and was ready for submission to the reliability organization. Our proprietary verification engine flagged the version mismatch and returned a FAIL with the current binding version — before it reached the regulator.

FAIL NERC CIP-006 · v6 superseded by v7 · physical security requirements differ · medium-impact BES
Intercepted sub-1ms · Current binding version returned · Audit trail generated
Water treatment facility
WATER TREATMENT PLANT · NPDES PERMIT · EFFLUENT COMPLIANCE
⚠ DANGER INTERCEPTED

AI Output: Cites EPA NPDES Permit Limit of 30 mg/L BOD

The actual limit for this facility class under the current NPDES general permit is 25 mg/L BOD monthly average. The AI synthesized a plausible-sounding limit from training data. The number didn't exist in any current permit. The facility would have been designed and operated to the wrong effluent standard — discovered only at inspection. Our proprietary verification engine returned a FAIL before the compliance report was submitted to the state regulator.

FAIL EPA NPDES · BOD limit 30mg/L cited · actual permit limit 25mg/L · facility class mismatch
Intercepted sub-1ms · Correct permit limit returned · Audit trail generated
Oil and gas pipeline compressor station
PRESSURE VESSEL · ASME SECTION VIII · FABRICATION SPECIFICATION
⚠ DANGER INTERCEPTED

AI Output: Pressure Vessel Spec Cites ASME Section VIII Div 1, 2017 Edition

The 2023 Edition of ASME Section VIII Division 1 revised maximum allowable working pressure calculations for high-temperature service above 650°F. This vessel was specified for 700°F service. The 2017 Edition calculation would have allowed a thinner vessel wall than the current code requires — a vessel built to spec that fails in service. PrimeVitas ASME code verification identified the edition mismatch and the applicable temperature impact, and returned a FAIL before the specification was issued to fabrication.

FAIL ASME Sec VIII Div 1 · 2017 Edition cited · 2023 Edition current · MAWP calculations differ above 650°F
Intercepted sub-1ms · Current edition requirements returned · Audit trail generated

COVERAGE

Every Standard
Your Industry Requires.

Our proprietary, patent-pending verification architecture covers the full regulatory stack for regulated engineering — current binding versions, jurisdiction-specific requirements, confirmed independently before any document is signed.

NRC — Nuclear Regulatory Commission

Regulatory Guides, NUREG series, and 10 CFR requirements independently verified by our proprietary software. Superseded revisions flagged with the current binding version returned.

NERC CIP Standards

North American Electric Reliability Corporation Critical Infrastructure Protection standards. Version currency verified — medium and high-impact BES Cyber System requirements confirmed against current registry.

FERC Regulations

Federal Energy Regulatory Commission rules for power, natural gas, and oil pipeline infrastructure. Order numbers, regulation sections, and compliance requirements verified current.

EPA — Clean Water & Clean Air Acts

NPDES permit limits, effluent standards, ambient air quality standards, and RCRA requirements independently verified by our proprietary software. Facility class and jurisdiction cross-referenced.

ASME Codes (III, VIII, B31)

Pressure vessel, nuclear component, and piping code requirements verified to current edition. Temperature service ranges, material specifications, and MAWP calculations cross-checked to the binding version.

IEEE Standards

Electrical engineering standards verified for currency and applicability. Power system protection, grid interconnection, and facility design requirements confirmed against the IEEE standards registry.

DOT / PHMSA Pipeline Safety

Pipeline and Hazardous Materials Safety Administration regulations verified for oil, gas, and hazardous liquid transmission systems. Pressure ratings, inspection intervals, and reporting requirements confirmed.

OSHA Construction & Facility Safety

Occupational Safety and Health Administration standards for construction, general industry, and process safety management verified against current CFR requirements.

Patent-Pending Architecture

Our verification engine is proprietary and patent-pending. Purpose-built from the ground up for regulated engineering environments — not adapted from general-purpose AI infrastructure.

HOW IT WORKS

Connects to Your
Existing AI Pipeline.

PrimeVitas integrates directly with your engineering AI tools — knowledge chat systems, document generators, specification assistants — and verifies every regulatory citation before it reaches an engineer's signature or a regulatory submission.

🔗

Connects to Any AI Tool

RAG systems, ChatGPT-based knowledge chat, document generators, specification assistants — one API call routes every AI-generated citation through PrimeVitas before it lands in a document.

Sub-Millisecond Per Citation

Every regulatory citation verified simultaneously by our proprietary, patent-pending architecture — in a single verification window. No batch processing. No overnight queue. Real-time, before the document is finalized.

📋

Signed Audit Trail

Every verification — PASS or FAIL — generates a cryptographically signed audit record: what was checked, what the current binding requirement is, and the exact timestamp. Regulatory submission ready.

Scales With Your Stack

New standards body. New jurisdiction. New document type. Our patent-pending architecture extends to cover it — without retraining, without model updates, without engineering overhead.

INTEGRATION

One API Call.
Every Citation Verified.

One API call. Our proprietary, patent-pending architecture independently verifies every regulatory citation and returns a full verification report — PASS or FAIL per citation, current binding version, and a cryptographically signed audit trail — sub-millisecond. No document changes. No workflow disruption.

POST /v1/engineering/verify

REQUEST

Verification Request
─────────────────────────────
Document type:  Design Specification
Industry:       Nuclear Power
Jurisdiction:   United States

Citations to verify:
  [1] NRC Regulatory Guide 1.200, Rev 1
  [2] ASME Section III, 2018 Edition
  [3] 10 CFR Part 50, Appendix A
  [4] IEEE Std 344-2013

RESPONSE — sub-1ms

[1] PASS — 10 CFR Part 50 App A · current
[2] FAIL — NRC Reg Guide 1.200
     Cited: Rev 1 (2007)
     Current: Rev 2 (2012)
     Impact: Seismic methodology
             requirements differ
[3] FAIL — ASME Section III
     Cited: 2018 Edition
     Current: 2023 Edition
     Impact: Class 1 vessel
             requirements updated
[4] PASS — IEEE Std 344-2013 · current

Audit trail: signed ✓
Verified: sub-1ms
01

Send the Document

Your engineering AI generates a document, specification, or report with regulatory citations. POST the content to our endpoint. One call. Any language. Any platform.

02

Citations Verified

Our proprietary, patent-pending architecture independently verifies every regulatory citation simultaneously — NRC, NERC, ASME, EPA, and more — in a single verification window.

03

PASS or FAIL

You receive a full verification report sub-millisecond. Every citation cleared or flagged, the current binding version attached, and a cryptographic audit trail ready for regulatory submission.

GET STARTED

Ready to Verify Every Citation
Before It Becomes a Liability?

Contact us for early access to the engineering verification API, a technical demo, or to discuss enterprise integration with your existing AI pipeline.

Proprietary patent-pending architecture  ·  NRC · NERC · ASME · EPA · FERC · IEEE  ·  Sub-millisecond  ·  100% deterministic  ·  Signed audit trail