Enterprise Knowledge Copilot
Every answer in your company, one prompt away. A retrieval-augmented copilot that indexes wikis, tickets, chats, and code, then answers with citations, permissions, and no hallucination.
The Copilot Stack
Six composable skills planned to turn scattered documents into an enterprise-grade answer engine.
Connector Skill
Unified Ingestor
Out-of-the-box connectors for Confluence, Notion, SharePoint, Jira, GitHub, Slack, Drive, and S3, with live delta sync.
Preprocessing Skill
Semantic Chunker
Adaptive chunking that respects document structure — tables, headings, code blocks, and PDFs each get their own parser.
Retrieval Skill
Vector + Graph Index
Hybrid search over a dense vector store and a knowledge graph, resolving entity references across documents.
Answering Skill
Reasoning Engine
Multi-hop reasoning with source grounding — every claim traced back to a specific paragraph in a specific document.
Security Skill
Permission Mirror
Mirrors your IdP and source-system ACLs at query time — users only ever see chunks they are authorized to read.
Trust Skill
Citation Ledger
Every answer returns with inline citations, freshness timestamps, and a confidence score, auditable by compliance and legal.
Enterprise-Grade by Default
Every Answer Cited
Inline citations with direct jump links, and a confidence score on every response.
Private by Design
Data never leaves your VPC. Bring your own LLM, or run air-gapped.
Multi-Language
Ask in one language, read a source in another, get an answer in a third — with cross-lingual retrieval.
Sub-Second Response
Designed for streaming first tokens and scale to thousands of concurrent queries per cluster.