AI Services / Data, Memory & Knowledge
Give Your AI a Long-Term Memory
Persistent knowledge graphs, enterprise RAG pipelines, and semantic search that let AI agents remember everything, across every session, user, and system.
All 6 Services
The Full Knowledge Stack
Enterprise RAG Pipeline
Retrieval-augmented generation that connects AI to all your company data. Accurate, cited answers from your internal knowledge base.
Semantic Enterprise Search
One search box across Slack, email, documents, tickets, and code. AI understands meaning, not just keywords.
AI Memory Layer
Persistent short-term and long-term memory for AI agents. Agents remember user preferences, past conversations, and organizational context.
Knowledge Graph
A structured graph of your company's entities, relationships, and facts. AI reasons over the graph to answer complex multi-hop questions.
Data Pipeline Automation
Automated ingestion, chunking, embedding, and indexing of documents from 100+ sources. Always fresh, always searchable.
AI Data Governance
Role-based access control for knowledge. AI answers only from data the user is authorized to see. Full audit trail of data access.
Platform Capabilities
Knowledge That Works for Everyone
Multi-Source Ingestion
Connect to Slack, Notion, Confluence, Google Drive, SharePoint, GitHub, email, and 100+ other sources via native integrations.
Hybrid Search
Combines dense vector search (semantic) with sparse keyword search (BM25) for maximum recall and precision.
Citation & Traceability
Every AI answer cites the source documents. Users can verify information and drill down to the original context.
Incremental Indexing
New documents are indexed within minutes of creation. Your AI knowledge base is always up to date.
Access-Controlled Retrieval
AI retrieves only documents the querying user is authorized to access. SSO-integrated, policy-aware.
Multi-Modal Knowledge
Ingest and search across text, PDFs, images, spreadsheets, presentations, and code, all in one unified index.
How It Works
From Data Chaos to Intelligent Knowledge
Data Source Mapping
We map all your company data sources, which systems hold what information, access patterns, and data quality assessment.
Pipeline Construction
We build ingestion pipelines that extract, chunk, embed, and index your data, with automatic refresh schedules.
RAG & Search Layer
We build the retrieval layer, the query interface, ranking logic, re-ranking, and citation extraction.
Access Controls & Governance
We wire up your existing identity provider to enforce document-level access controls on every retrieval.
Before vs. After
Generic LLM vs. Enterprise RAG
Technology
Best-in-Class Knowledge Infrastructure
FAQ
Common Questions
Get Started
Give your AI perfect memory across all your company knowledge
Stop answering questions from scratch. Let your AI know everything your company knows.