Automotive

The Tier-1 Survival Crisis: Why Software Efficiency Is the Only Path Forward

With 55,000+ automotive jobs cut in 2024-2025 and supplier margins at 4.7%, Tier-1s face an existential choice: master software efficiency or become commodity players.

January 2026 12 min read
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Automotive

Testing Consumes 20-30% of Automotive Budgets: The Efficiency Imperative

Automotive testing consumes 20-30% of development budgets—$24B market by 2030. With 80% surge in software recalls, documentation quality is the key blocker to automation efficiency.

January 2026 12 min read
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Industry Analysis

The 24-Month Challenge: How to Compete with Chinese OEMs Without Sacrificing Safety

Chinese OEMs develop vehicles in 24 months vs 45+ for traditional automakers. Learn how AI-powered compliance automation helps Western suppliers compete on speed while maintaining ISO 26262 and ASPICE quality standards.

January 2026 15 min read
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Product Guide

GapLensAI: From Code to Compliance — A Complete Developer Workflow Guide

See how GapLensAI integrates into your existing development ecosystem — VS Code, CI/CD pipelines, ALM tools, and enterprise dashboards. Three real-world use cases with architecture diagrams.

January 2026 12 min read
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Automotive Safety

When Software Controls Safety: How Documentation Gaps Lead to Recalls

Recalls from BMW, Tesla, GM, and Mercedes expose what happens when compliance processes can't keep pace with software complexity.

December 2025 10 min read
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Automotive Safety

ISO/PAS 8926: The Documentation Crisis in Pre-Existing Software Qualification

The new standard demands rigorous documentation for qualifying legacy automotive software. Here's why most organizations are struggling—and how AI-powered documentation generation changes the equation.

January 2026 14 min read
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Requirements Engineering

The $1.35 Trillion Requirements Crisis: Five Gaps Blocking AI Automation in Safety-Critical Software Development

56% of software defects originate in requirements—costing $1.35T annually. Here are the five foundational gaps blocking AI automation, and how to close them.

January 2026 14 min read
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