Resources
Perspectives on assessing AI-powered autonomy
Technical guides and points of view from our safety engineering team. Practical material for functional safety, V&V, and cybersecurity practitioners working on real programs.
Guide
A practical approach to SOTIF coverage
How to reason about unknown scenarios and quantify operational-domain coverage without boiling the ocean.
Request the guideTechnical brief
STPA at scale for learning-based systems
Applying System-Theoretic Process Analysis to perception and planning stacks, and where AI can accelerate it.
Request the briefPerspective
Why AI is required to assess AI
The argument behind our mission: why manual assessment cannot scale to open-world autonomy.
Read our viewGuide
Building a UL 4600 safety case
Structuring the argument and evidence for autonomous products without a human driver.
Request the guideTechnical brief
Integrating TARA with functional safety
Running ISO 21434 threat analysis on the same model as your ISO 26262 work.
Request the briefWebinar
Live platform walkthrough
See G-Assess, G-Sim, and G-Data assess a system end to end, with time for your questions.
Book a sessionFAQ
Safety engineering, answered
Common questions from engineering and safety teams evaluating AI-assisted assessment.
Is AI-generated safety analysis defensible in an audit?
Yes, when it is traceable and human-reviewed. General Autonomy records provenance for every entry and requires engineer approval, so the audit trail is intact.
How does this differ from a generic AI assistant?
The platform is purpose-built around safety work products and standards. It understands hazards, ASIL, safety goals, and traceability, and it keeps humans accountable for decisions.
Do you support on-premise deployment?
Yes. Isolated and on-premise options are available for programs with strict data-handling requirements.
Can we start with a single workflow?
Yes. Many teams begin with hazard analysis in G-Assess and expand into scenario generation and data management over time.
Want a specific resource, or a live walkthrough?
Tell us what you are working on and we will send relevant material, or show you the platform directly.