Answers grounded in evidence, always cited.
Retrieval systems built for domains where an uncited answer is a liability. Every claim traces to its source.
The Discipline
RETRIEVALThe answer is only as good as its citation.
Hybrid retrieval combines semantic and structured search over curated domain corpora. Answers are synthesized with citations attached, so reviewers verify in seconds instead of trusting blindly.
The same capability, fully offline.
For environments where data cannot leave the building, the entire retrieval stack runs air-gapped on local models: the corpus, the embeddings, and the answers all stay inside.
From safety corpora to systematic reviews.
AeroFarr retrieves across a large aviation safety corpus with cited answers. EvidAI screens biomedical literature under PRISMA 2020 discipline. SPCio answers from sovereign quality-management corpora on the factory floor.
Where It Runs
Production platformsSignals
Agentic AI EngineeringHuman-in-the-Loop That Doesn’t Kill Velocity
Local and Air-Gapped LLMs, What Actually Works Offline
GraphRAG and Knowledge Graphs, When the Extra Structure Pays
Long-Horizon Agents, Memory, Compaction, Context Discipline
Serving those who
need to stay ahead.
We don't pitch slide decks. We show you what we've already built in your domain, then engineer what your mission requires.
