October 21, 22 & 23 2025
Suburban Collection Showplace, Novi, Michigan, United States

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AI-powered plug-in for automated test script generation

Methodica Technologies, LLC Hall: TXNA Booth: 8016
AI-powered plug-in for automated test script generation

Methodica Technologies’ ITAP (Integrated Test Automation Platform) will introduce a cutting-edge AI-powered plug-in at the expo, which transforms the way embedded software testing is performed in the automotive industry. This innovation addresses the long-standing challenge of manually converting test specifications into executable test scripts – an error-prone and time-consuming process, especially in complex ADAS and EV control systems.

The plug-in uses a domain-tuned retrieval-augmented generation (RAG) model combined with ontology models and a conversational AI framework. It parses natural-language test specifications, generates the test script skeleton, populates relevant signal-based test logic and enables supervisory approvals for semantic auto-completions. Future capabilities include self-healing test scripts that automatically adapt to signal or interface changes.

This AI-driven workflow ensures traceability from requirements to test execution, promotes test reuse and supports CI/CD pipelines in embedded validation. It significantly reduces manual effort, enhances consistency and improves scalability across validation cycles.

Booth: 8016

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