Make your organization's knowledge instantly usable.
Production-grade retrieval and knowledge systems that let you — and your AI agents — find the right answer in seconds instead of hours.
Who needs this
Signs your knowledge is trapped.
Most organizations have the answers somewhere. The cost is in finding them.
- New hires take months to find the documentation they need.
- Experts spend their days answering the same questions over and over.
- Critical knowledge lives in the heads of two or three people.
- AI assistants you have tried feel generic because they cannot see your data.
What we build
Capabilities that ship with every knowledge system.
Unified retrieval
Query across wikis, ticketing systems, Slack, Google Drive, code repositories, and internal apps from a single interface — with the right answer surfaced first.
Grounded answers
Generative answers that cite their sources — so users can verify, drill deeper, or correct bad information. No hallucinations, no mystery.
Access-aware search
Retrieval that respects your existing permissions. Nothing shows up that the user could not access in the source system.
Role-specific copilots
Task-specific assistants for support, sales, engineering, or operations — each scoped to the data and workflows that role actually uses.
Architecture
Built to outperform generic RAG.
Ingestion you can trust
Connectors for your real systems, change detection, and clean handling of permissions and metadata — not just a one-time dump into a vector database.
Retrieval tuned to your data
We evaluate retrieval quality against your actual content and queries. Chunking, embedding choice, and ranking are tuned.
Evaluations as a first-class deliverable
Every system ships with an evaluation harness your team can run. Quality is measurable, regressions are visible, and improvements are provable.
Related
Solutions behind this use case.
Tired of losing time to search?
Tell us where your knowledge lives. We'll design a retrieval system that unlocks it.