Engineering Requirements Intelligence Platform

Automated Gap Assessment for Engineering Specifications

PRISM ERI™ compares project requirements to standards libraries to identify gaps, overlaps, and compliance risks in minutes — not weeks.

Local
Your data never leaves your environment
Excel
Reviewable output
AI
Semantic matching
Assessment Output
Project Requirements vs Standards Library
Top matches identified
98% confidence
Unmatched requirements flagged
12 gaps found
Differences highlighted
Redlines generated
Audit-ready Excel output
Structured workbook

The problem

Manual gap assessments are slow, inconsistent, and risky.

Engineering teams are often asked to compare hundreds of project requirements against large standards libraries. The work is important, but the manual process is painful.

Reviews can take weeks or months

Keyword search misses critical matches

Manual redlines are inconsistent

Compliance gaps are easy to overlook

The solution

PRISM ERI™ automates the comparison process.

Upload your datasets, map the columns, run the assessment, and review a structured Excel output with matches, gaps, confidence scores, and highlighted differences.

Generic AI tools find similar wording. PRISM finds true engineering matches.

Standards library comparison

Compare project specs against full reference datasets.

Engineering-aware matching

PRISM combines semantic search with engineering-specific logic to reduce false positives and surface the matches that actually matter.

Automatic redlines

Highlight differences directly in the output.

Gap detection

Identify missing requirements and compliance risks.

How it works

A workflow engineers already understand.

PRISM mirrors the review process your team already follows — then makes it faster, repeatable, and easier to audit.

01

Upload datasets

Select your specification and standards files.

02

Map columns

Tell PRISM which fields to compare and output.

03

Run assessment

Review exact, partial, and semantic matches.

04

Export results

Get a structured Excel workbook with gaps and redlines.

Product demo

From setup to Excel output in one repeatable workflow.

PRISM is demonstrated using three realistic oil & gas requirement datasets: Access Control Systems, Custody Transfer Flow Metering, and Electrical Design Basis.

PRISM Main InterfaceColumn Mapping Interface

See realistic company-standard vs project-specific comparisons

PRISM Excel Output
  • Demo datasets: Access Control Systems, Custody Transfer Flow Metering, and Electrical Design Basis
  • Realistic differences: reordered requirements, different numbering schemes, embedded paragraphs, numeric conflicts, and standards conflicts
  • Reviewable output: Excel results with matched requirements, unmatched gaps, confidence scores, and redlined differences

Who it’s for

Built for technical teams responsible for requirements quality.

Engineering teams in oil & gas, energy, and manufacturing
QA and compliance teams
Standards and governance groups

Immediate impact

Reduce review time from weeks to minutes.

Accelerate specification reviews
Increase match accuracy
Improve audit readiness
Standardize the gap assessment process

Pricing

Simple annual pricing

PRISM ERI™ is licensed annually and runs locally on your computer.

Professional

$1,995

per year

  • • Single-user license
  • • Full PRISM ERI functionality
  • • Batch gap assessments
  • • Excel redline outputs
  • • Email support

Team

Custom pricing

Volume discounts available

  • • Multi-user licensing
  • • Shared saved setups
  • • Standardized assessment workflows
  • • Repeatable comparison results

Prices exclude applicable taxes.

See what you’re missing in your current process.

Request a demo with your data and see your requirements compared against standards in minutes — with gaps, matches, and redlines clearly identified.

Includes reference datasets, project specifications, PRISM results including redlined requirement comparisons.