Proof, not claims.

Document intelligence layer for messy real-world inputs: ingestion quality gates, semantic chunking, multimodal retrieval, pgvector/HNSW search, caching, source-quality summaries, analytics, and honest no-answer behavior.

AI workflow runtime with protected multi-tenant APIs, context assembly, durable memory, deterministic/cached/full-LLM execution tiers, run events, idempotency, queue processing, and human-review metadata.

Internal AI assistant product integrating BIFROST retrieval with MONARCH guardrails, cached safety-to-retrieval handoff, citations, streaming UX, analytics, and suggestion revalidation.