Enterprise Knowledge Assistants (RAG)

Answers from your documents, with citations and access control, on a reusable Kubernetes-hosted retrieval platform.

A reusable, Kubernetes-hosted retrieval platform that ingests policies, contracts, runbooks and wikis, respects who can see what, and cites every answer.

What you get

  • Ingestion pipelines for SharePoint, Confluence, Google Drive, PDFs and databases
  • Hybrid search, re-ranking and caching for speed and accuracy
  • Multi-tenant, role-based access with full audit logs
  • Chat UI, Teams and Slack bots, and API access
  • Accuracy dashboards and user feedback loops

Typical use cases

Policy & HR Q&AEngineering knowledge searchContract lookupRunbook assistantCustomer support deflection

Technology we use

KubernetesVector databasesHybrid searchRe-rankersAzure AI SearchVertex AI

From our work: Our RAG platform blueprint covers ingestion, retrieval, caching, monitoring, chat UI and multi-tenancy, so new assistants start from a proven base instead of a blank page.

Bring us the workflow that eats your team's week.

In a 30-minute call with a senior architect, you'll learn whether an agent can take it on, what it would cost to build and run, and how we'd prove it works.

Book a discovery call