Best of Both Worlds AI that understands the graph —
AI that understands the graph —
doesn't hallucinate
Generative AI invents connections. That is unacceptable in safety-critical environments. Our approach: AI as a topology translator.
AI Proposes
A fine-tuned LLM scans millions of data points and proposes connections with confidence scores.
Example: "Req-123 → Test-456 (94%)" Human Decides
The engineer reviews, corrects, or approves. Every decision is stored with full provenance.
Provenance: Who? When? Why? Graph Proves
Once approved, the connection becomes part of the deterministic graph. All analyses run without AI.
Same state = same result. Always. AI Chat — Architecture Queries in Real Time
🤖 Query: "Show all ASIL-D paths from sensor to decision logic"
✓ Response: 3 paths found. 2× 1oo2D redundant, 1× single-point with fallback. Latency: Primary 48ms, Fallback 52ms. All paths within 100ms budget.
Local LLM (MLX, Qwen, DeepSeek) — no cloud dependency, no data exfiltration. The graph remains your IP.