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RAG Platform

One assistant that knows your documents, tickets and data, and shows its sources

A production RAG platform over SharePoint, Confluence, Google Drive, ticketing systems and databases, with hybrid retrieval, citations, permissions and evaluation built in.

What is included

  • Connectors for documents, wikis, tickets, email and databases
  • Hybrid retrieval (keyword + vector + rerank) tuned on your corpus
  • Answers cite sources and respect existing permissions
  • Relevance measured on a golden set before and after every change
HybridKeyword + vector retrieval, fused and reranked on your corpus
CitedEvery answer links to the passages it used
PermissionedUsers only see answers from documents they may open
6-10 wksTo a production assistant over your first corpus
Capabilities

Everything Enterprise Knowledge Assistant includes

Connectors

SharePoint, Confluence, Google Drive, Notion, Jira, Zendesk, Slack and SQL sources with incremental sync.

Hybrid retrieval

BM25 plus dense vectors fused with Reciprocal Rank Fusion and reranked, the approach that consistently beats vectors alone on technical queries.

Permission-aware

Users only see answers drawn from documents they are allowed to open, enforced at retrieval time.

Citations & feedback

Every answer links to its sources; thumbs-up/down and corrections feed the evaluation set.

Evaluation built in

Golden questions, automated regression and LLM-as-judge scoring calibrated with your reviewers.

Where people work

Web app, Slack or Teams bot, browser extension, or embedded in your product through an API.

How it works

From kickoff to live in four steps

1

Corpus & questions

We pick the first sources and collect the real questions people ask.

2

Ingest & retrieve

Connectors, chunking, enrichment and hybrid retrieval tuned on your data.

3

Evaluate

Golden set, relevance and faithfulness scores, fixes until it passes.

4

Roll out

Deploy to a pilot group, capture feedback, expand sources.

Integrations

  • Confluence
  • SharePoint
  • Google Drive
  • Notion
  • Slack
  • Jira
  • PostgreSQL
  • Snowflake
FAQ

Get the clarity you deserve

Straight answers to the questions we hear most. Ask us anything else on a call.

It works across all your systems, respects permissions, cites sources, and is measured. Built-in tools rarely search across silos or let you evaluate quality.

Stop answering the same questions by hand

Share the sources you would connect first and we will estimate scope and timeline.

Contact

Tell us what you need from Enterprise Knowledge Assistant

Every great partnership begins with a conversation. Whether you are exploring possibilities or ready to scale, tell us what you are actually trying to build.

Prefer to talk?

Pick a 60-minute slot. No pitch, just an engineer with honest answers.

Book a call

NDA available on request. We reply within one business day.