Every answer in your company, one prompt away.
A retrieval-augmented copilot that indexes your wikis, tickets, chats, and code — then answers with citations, permissions, and zero hallucination.
Your answers exist — nobody can find them.
Enterprise knowledge lives across 15+ SaaS tools, Slack archives, Confluence graveyards, and ticket backlogs. Employees waste an hour a day just searching — and usually give up and ask a human.
The Copilot Stack
Six composable skills that turn scattered documents into an enterprise-grade answer engine.
Unified Ingestor
120+ out-of-the-box connectors for Confluence, Notion, SharePoint, Jira, GitHub, Slack, Drive, and S3 — with live delta sync every 5 minutes.
Semantic Chunker
Adaptive chunking that respects document structure — tables, headings, code blocks, and PDFs each get their own parser and embedding strategy.
Vector + Graph Index
Hybrid search over a dense vector store and a knowledge graph — resolving entity references across documents in a single query pass.
Reasoning Engine
Multi-hop reasoning with source grounding — every claim in every answer is traced back to a specific paragraph in a specific document.
Permission Mirror
Mirrors your IdP and source-system ACLs at query time — users only ever see chunks they are authorized to read in the underlying system.
Citation Ledger
Every answer returns with inline citations, freshness timestamps, and a confidence score — auditable by compliance and legal.
From Document to Answer
Six automated stages from raw source to cited response.
Ingest
Sync 120+ sources live.
Chunk
Structure-aware splits.
Embed
Hybrid vector + graph.
Retrieve
ACL-aware top-K.
Reason
Multi-hop LLM.
Cite
Sourced, auditable.
Enterprise-Grade by Default
The four promises that make a copilot safe to deploy beyond the pilot.
Every Answer Cited
Inline citations with direct jump links — never 'trust me' answers. Confidence scores on every response.
Private by Design
Data never leaves your VPC. Bring your own LLM, or use our air-gapped model layer on Azure Gov or AWS GovCloud.
Speaks 80+ Languages
Ask in Hindi, read a German spec, get an answer in English — with term-level cross-lingual retrieval.
Sub-Second Response
p95 under 800ms with streaming first token in 120ms. Scales to 10k concurrent queries per cluster.
Where Teams Are Shipping It
A few ways enterprises have put the copilot to work this quarter.
Legal Ops — 200k Contracts Searchable
In-house counsel for a Fortune 200 replaced their 'email the paralegal' workflow with a copilot grounded in 15 years of contract precedent, policies, and playbooks.
Internal Dev Docs for 5000 Engineers
A global bank's engineering org shipped a copilot over GitHub, Confluence, and Slack #eng-help — answering architecture and onboarding questions in plain English with cited source.
Tier-1 Support Deflection
A SaaS company routed every inbound ticket through the copilot first — suggesting resolution steps from historical tickets, docs, and engineering postmortems.
Index 1,000 docs. See it answer.
Point us at a corner of your knowledge base — we'll stand up a sandbox copilot in 72 hours, no integrations required.
Stop asking humans what the docs already say.
Deploy an enterprise copilot that respects your permissions, cites every answer, and stays current with your sources automatically.