Outcomes, not output.
Hybrid Search
Vector + keyword + metadata filters for precision at scale.
Smart Re-Ranking
Cross-encoder re-rankers that promote relevance over similarity.
Chunking Strategy
Layout-aware splitting tuned per document type — not one-size-fits-all.
Eval Harness
Continuous quality measurement so regressions never reach prod.
A repeatable path
from idea to production.
Ingest
Connect to your sources: docs, wikis, PDFs, databases, APIs.
Embed
Pick embedding model and chunking strategy from real evals.
Retrieve
Hybrid search + re-ranking tuned to your domain queries.
Ground
Compose prompts with citations and structured outputs.
Tools we reach for.
Battle-tested across production deployments. We pick what fits the problem — never the other way around.
Where it shines.
Internal knowledge bases
Turn scattered wikis and PDFs into an answer engine your team actually uses.
Customer support
Deflect tickets with answers grounded in your real docs — not hallucinations.
Compliance & legal
Search across contracts and policies with citations and audit trails.
Questions we get a lot.
Still wondering?
We answer every inquiry within 6 hours on average. Send the weirdest question — we like those.
Talk to usTELL US WHAT
TO SHIP.
One short message gets a real plan back, usually within 6 hours. No decks. No "let's hop on a call to scope a call."
↳ Avg response time: 6 hours
