Free Whitepaper

AI-Assisted ASPICE Compliance

Combining knowledge graphs and LLM agents for automated process assessment: how to cut ASPICE preparation from 23 weeks to 6.

  • Two-pass consistency check: LLM reasoning for classification, deterministic rules for evaluation
  • Five specialized agent skills covering the complete ASPICE assessment workflow
  • Quantitative cost-benefit analysis for a 5,000-requirement reference project at Level 2
  • Honest assessment of LLM limitations, Tool Confidence Level implications, and human-in-the-loop requirements

Author

Benjamin Alders

Benjamin Alders

Principal Systems Engineer

What to expect

  1. Introduction
  2. State of the Art: ASPICE v4.0, traceability automation, and LLM agents in systems engineering
  3. System Architecture and Approach: three-layer design, five skills, and the two-pass consistency check
  4. Results: consistency scores, traceability analysis, and the full cost-benefit calculation
  5. Discussion and Limitations: non-determinism, TCL, and why human oversight remains mandatory
  6. Summary and Outlook
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