We build private, queryable knowledge bases for teams. Every doc, decision, and conversation, distilled into an essence your whole company can talk to.
The companies that build this well capture the productivity upside every SaaS has promised for twenty years: institutional memory that scales, onboarding in days, customer answers with no gaps.
Every knowledge worker is already building a second brain: in Notion, Slack, email, shared drives. The cost of that model is that knowledge gets trapped inside people. When a senior engineer leaves, a decade walks out the door.
Companies will pay not to lose that. An essence trained on your documents, decisions, customer voice, and internal history is a compounding asset. It answers the same questions a new hire would ask a tenured lead, at 3am, in context, with citations.
$1.3T
Annual knowledge-worker productivity loss to lost context.
80%
of enterprise data is unstructured and un-queryable.
5y
typical institutional memory half-life from attrition.
Each one is a custom essence trained on your data. Deployed as a chat widget, Slack app, API, or all three.
Founder voice, principles, decision history, brand tone. Ask it how you'd write that email, how you'd price that deal, what the founder would do.
Docs, tickets, transcripts, PDFs. Everything your company has ever written, indexed and citable. No more losing what you already know. No more re-asking the same senior person.
The senior engineer, the top sales rep, the 20-year operator. Trained to answer in their voice with their judgement. When they're on PTO (or retire), their clone answers the hard ones.
Typical timeline for a first engagement. We scope every project individually, but this is the shape.
Structured interviews with operators, engineers, and customer-facing people. What knowledge exists, where it lives, who asks what of whom.
We connect to your Notion, Slack, Drive, Zendesk, or take exports and handle them privately. Everything cleaned, deduplicated, indexed.
Retrieval layer plus personality and voice. Every answer grounded in source documents with inline citations. Tone calibrated against your writing.
Chat widget for your site. Slack app for your team. API for your engineers. We run evaluations on real questions and iterate in-loop.
You're the bottleneck. Every decision still routes through you. An org essence distilled from your writing, Slack, and decisions lets the next ten hires make calls like you would, without needing to ask.
Twenty years of papers, experiments, and internal memos. A researcher asks "did we ever try X" and gets a cited answer in seconds, not a week of Slack archaeology. Your prior work stops being lost.
Every ticket ever resolved becomes training data. New hires answer with the judgement of your best reps. Support quality stops being a function of tenure. It compounds.
We run on infrastructure of your choosing: your cloud, your region, your keys. We don't train foundation models on your corpus. Contractual guarantees, not polite promises.
Every response links back to a source document with the span it draws from. No unverified reasoning. Your team can audit why the essence said what it said.
Your knowledge is a river, not a lake. We set up continuous ingestion so the essence stays in sync with Slack, Drive, and new docs. No touching required on your end.
At any time you can export the full corpus, the fine-tuned weights, the retrieval index. No lock-in. If we're not earning the engagement, you walk with your assets.
A brief works. We’ll reply within 24 hours with next steps and a short discovery questionnaire.