Newsletter
Topiax Brief #2 — compliance-friendly retrieval patterns
2026-03-297 min read

Corpus boundaries are a contract
Separate customer-facing policy sets from internal-only guidance. Never let the model blend them without explicit routing rules.
Confidence scores drive workflow, not UX glitter
Use calibrated thresholds to route low-confidence answers to human review queues with the retrieved context attached.
Next up
Future issues dig into LangGraph orchestration patterns and incident response drills for LLM-backed services.