GapLensAI

Minimize the gap between code and compliance at enterprise scale.

Detect documentation drift in real-time. Generate audit-ready work products. Reduce compliance burden by 50% while catching gaps that cost 100x more to fix in production.

✓ Check gaps continuously
✓ Fix gaps efficiently
✓ Maintain 100% traceability
🔒 Patent Pending Technology
☁️ Cloud & On-Premise

AI-Powered Compliance Intelligence — Built for ISO 26262, Automotive SPICE, ISO/SAE 21434, DO-178C, IEC 62304, IEC 61508, EN 50128

$2.41T

Annual cost of poor software quality

$80-120B in safety-critical domains
CISQ Report

100x

Cost multiplier for late-found defects

Boehm & Basili

47%

Project failures from requirements issues

PMI Report

75%

Production code drifts from documentation

APIContext Study

The Documentation Crisis

Software complexity grew 42% while productivity increased only 6%. Modern vehicles contain 100-150 million lines of code across 70-100 ECUs—and the work products multiply accordingly.

Scale Beyond Human Review

A single OEM may have 60+ million requirements across vehicle lines. Each requirement cascades into design docs, code, and test cases. No audit can review 100%—sampling means gaps hide in plain sight.

Requirements Defects

61% of defects stem from incorrectness or incompleteness. 70-85% of rework costs trace to requirements defects. A spec with 10,000+ requirements is called a "time bomb" with errors guaranteed.

Recall & Compliance Costs

Software recalls surged 80% from 2023-2024. Ford projects $5B in 2025 recall costs. Boeing 737 MAX exceeded $18.7B. Only 40% of R&D execs feel prepared.

The Audit Sampling Gap

Audits use statistical sampling—typically 25-60 items from populations of thousands. The only way to eliminate sampling risk is to review 100% of artifacts. At scale, that's impossible manually.

⚡ Regulatory Tailwinds Driving Adoption

UN R155 CSMS

Mandatory July 2024

UN R156 SUMS

OTA Update Traceability

EU AI Act

Aug 2025 - 2027

ISO 26262

Functional Safety

ASPICE

OEM Requirement

How Teams Use GapLensAI

Purpose-built workflows for safety-critical software development, code reuse, and continuous compliance.

📚

Legacy Code Documentation

Development Team • Technical Lead

Generate comprehensive work products from existing codebases. Perfect for code reuse scenarios.

Workflow

  1. Configure repository and target standards
  2. GapLensAI scans codebase (10K-10M+ LOC)
  3. Generates SDD, SAD, SRS with traceability
  4. Review, approve, export to ALM
SDD SAD SRS Trace Matrix
🔄

Continuous Compliance Monitoring

DevOps Engineer • Development Team

Integrate into CI/CD pipeline to detect documentation drift and compliance gaps with every commit.

Workflow

  1. Configure Docker container in CI/CD
  2. Code commit triggers automatic analysis
  3. Detect drift from baseline docs
  4. Pass/Fail pipeline, notify team
Drift Report Compliance Status Pipeline Gate
💻

Developer Real-Time Updates

Software Developer

Update documentation as you code. VS Code extension detects changes and suggests updates instantly.

Workflow

  1. Developer modifies code in VS Code
  2. Extension detects gap, shows alert
  3. Generates SDD, SAD & SRS suggestions
  4. Accept and auto-sync work products
Updated SDD Updated SAD Updated SRS
✅

Pre-Audit Assessment

Quality Manager • Safety Manager

Identify and remediate compliance gaps 4-8 weeks before formal ASPICE or ISO 26262 assessment.

Workflow

  1. Select target standard and ASIL level
  2. Scan all project artifacts
  3. Map to 250+ work products
  4. Generate prioritized remediation
Gap Report Risk Priority Auto-Gen Docs

Why GapLensAI?

Built specifically for safety-critical industries with unique differentiators.

🥇

First in Market

Zero tools exist for code-to-documentation semantic gap analysis in safety-critical industries. GapLensAI is first to market.

🔒

Patent Pending Technology

Every generated artifact traces back to source code with clear provenance based on our patent-pending methodology.

☁️

Flexible Deployment + BYOLLM

Cloud SaaS or on-premise Docker for air-gapped environments. Bring Your Own LLM—works with Azure OpenAI, AWS Bedrock, Google Gemini, OpenAI, Ollama, LMStudio, and more.

Frequently Asked Questions

Quick answers for teams evaluating GapLensAI.

Does GapLensAI replace human review and approval?

No. GapLensAI is designed to help engineers and reviewers work more effectively at scale by reducing blind spots and surfacing gaps earlier. Human judgment remains essential for all safety-critical decisions.

Is this useful if we reuse 60–70% of our software?

Absolutely. Reuse is common—but reused software often carries documentation debt. GapLensAI helps generate and improve work product quality so verification and automation don't stall on legacy code.

How does deployment work for air-gapped environments?

GapLensAI offers a fully containerized on-premise deployment via Docker. It works with local LLMs like Ollama, ensuring your code never leaves your secure environment.

How do we start?

Request a demo and we'll tailor it to your standards and workflows. Many teams start with a single subsystem or critical area (like pre-audit readiness) to see value quickly.

See GapLensAI in Action

Reach out to us for:

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