Engineering Requirements Intelligence Platform

Automated Engineering Requirements Matching and Comparison

PRISM ERI combines semantic search with engineering-specific logic to compare project specifications, corporate standards, and other requirements datasets — identifying meaningful matches, technical differences, and gaps while reducing manual review.

Large Datasets Analyzed in Minutes — Not Weeks.

Engineering Intelligence
Semantic search + engineering-specific logic
Actionable Results
Matches, differences, gaps, and redlines
Secure
Your data stays in your local environment
Assessment Output
Engineering Requirements Matching & Comparison
Top matches identified
98% confidence
Unmatched requirements flagged
12 gaps found
Differences highlighted
Redlines generated
Actionable Results
Ready for engineering review

The problem

Manual Engineering Requirements Comparisons Are Time-Consuming and Prone to Error.

Engineering teams often need to compare thousands of project requirements against extensive corporate standards libraries. Manual reviews require substantial effort, and conventional search methods can miss important matches or fail to reveal meaningful technical differences.

Reviews can take weeks or months

Keyword searches can miss critical matches

Technical differences can be difficult to identify

Compliance gaps can be overlooked

The solution

PRISM ERI™ automates the comparison process.

PRISM ERI automates engineering requirements comparisons across large datasets, identifying meaningful matches, technical differences, gaps, and unmatched requirements. Semantic search combined with engineering-specific logic improves matching relevance and helps reduce false positives.

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

Requirements Dataset Comparison

Easily compare individual requirements, multiple specifications, or entire requirements datasets at scale.

Engineering-Aware Matching

Combines semantic search with engineering-specific logic to identify meaningful matches and reduce false positives.

Automatic Redlines

Automatically highlights differences between matched requirements, making changes easier to identify and review.

Gap Identification

Identifies missing requirements and potential gaps between engineering datasets for further review.

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

Analyze requirements for matches, differences, and gaps.

04

Export results

Generate structured results with comparison findings and redlines.

Product demo

From Dataset Selection to Actionable Results 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 Organizations Managing Complex Engineering Requirements.

Oil & gas, energy, manufacturing, and other engineering-intensive industries
Engineering project teams, EPC contractors, and technical assurance groups
Digital transformation, requirements management, and engineering standards teams

Demonstrated impact

Reduce Engineering Requirements Analysis Time by More Than 75%*

Accelerate engineering specification and standards comparisons
Identify meaningful matches, differences, and gaps with greater efficiency
Provide structured, reviewable results that support engineering decisions
Improve consistency and repeatability across requirements assessments

* More than 75% reduction in analysis time demonstrated in engineering requirements assessments performed for a major oil and gas company. Results may vary by dataset and assessment scope.

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 requirements comparisons
  • • Structured results with automatic redlines
  • • 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 demonstration using your engineering requirements datasets and see how PRISM ERI identifies meaningful matches, differences, and gaps — with automatic redlines that make changes easier to review.

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