RAG systems that turn knowledge into action
The answers exist. They're buried in SharePoint, PDFs, SOPs, and ERP documentation nobody can find. We build secure RAG and agentic RAG systems that ground every answer in your sources, respect your permissions, and, when you're ready, trigger the workflow the answer implies.
THE SERVICE
From scattered documents to a governed answer layer
4-12 wks
RAG system delivery
Architecture, indexed sources, UI or API, evaluation set, and governance setup.
No answer
grounding rule
Every response carries its evidence. Out-of-scope questions get a refusal, not a guess.
Role-aware
access control
Answers respect the same permissions as the underlying documents.
WHERE IT LANDS
Knowledge systems we build
Answer-only where that's enough. Retrieve-and-act where it isn't.
Enterprise knowledge assistant
Grounded Q&A over SOPs, policies, ERP documentation, and training material, with citations and role-based access.
Industries
Financial Services
Legal
Healthcare
Agentic RAG: retrieve, check, act
Beyond answer-only chat. The system classifies the request, pulls context, checks policy, drafts the output, and routes approval into the workflow system.
Industries
Financial Services
Insurance
Healthcare
Contract & document intelligence
Clause extraction, obligation summaries, renewal tracking, and risk comparison across contract estates, routed to legal or procurement review.
Industries
Legal
Financial Services
Insurance
WHAT'S INCLUDED
A RAG build that survives production
Source audit & ingestion pipeline
Ingest
Connectors for SharePoint, Teams files, PDFs, and ERP documentation, with chunking and metadata strategy per source type.
Retrieval architecture
Search
Embeddings, hybrid search, and reranking tuned on your actual queries, not defaults.
Grounded answer layer
Answer
Citation-first summarization with confidence handling and refusal behavior for out-of-scope questions.
Access control & governance
Govern
Role-aware retrieval, source logging, and audit trails aligned to your permission model.
Evaluation set & quality gates
Prove
A curated eval set from your domain, measured before launch and on every change.
Action hooks (agentic RAG)
Act
Optional workflow integration: approvals, case creation, and system updates with human-in-the-loop gates.
IMPACT
What a governed answer layer changes
One ask
Search time collapses
Employees ask once and get a cited answer, instead of mining folders and pinging colleagues.
Same source
Consistent answers
Policy and SOP questions answered identically across teams and shifts.
RAG → workflow
Knowledge that acts
With agentic RAG, the answer carries through to the approval and the system update.
PROOF
Knowledge put to work
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