RAG & Knowledge Systems
Ask a question in plain language and get an answer grounded in your own documents—with the source shown.
The answer exists somewhere: a policy document, an old email thread, a contract, a spreadsheet. Finding it takes half an hour, so people either guess or interrupt a colleague.
- Retrieval systems over your own documents, policies and records
- Answers grounded in sources, with citations so they can be verified
- Permission-aware access so people see only what they should
- Ongoing ingestion so new documents become searchable automatically
Questions answered in seconds with a verifiable source, and less time spent interrupting colleagues.
If the underlying documents are contradictory or badly out of date, the retrieval system will surface that faithfully. Cleaning the source material comes first.
How it works
Existing documents, policies and records are gathered. Contradictory or outdated content surfaces at this stage.
Documents are made searchable, with access permissions matching the existing confidentiality level of each document.
When a question is asked, the system finds the relevant passage and answers with a citation to the source.
A pipeline is set up so new documents become searchable automatically, keeping the system current.
Use cases
Employees look up leave, expense or procedure rules directly, without asking HR.
Support staff get a direct answer instead of searching through old email threads and documents.
A specific clause is found in seconds across contracts, with the source shown.
New team members learn processes directly from the system, without interrupting a colleague.
Frequently asked questions
Answers are grounded only in the uploaded documents, with a source shown. If it is not in a document, the answer is "not found"—no invention.
No. Access permissions match each document's existing confidentiality level—people see only what they should.
The system will reflect that faithfully. A short cleanup of the source material is recommended first.
PDF, Word, spreadsheets and most text-based formats. The exact list is confirmed during discovery.
All solution groups
Repetitive operational steps run without a person triggering them—while exceptions still reach a human.
An assistant that answers real customer questions, qualifies the enquiry, and hands over cleanly when a person is needed.
Every enquiry is captured, routed and followed up—without depending on someone remembering.
Have a process that could work better?
Describe it in a few sentences. You will get an honest view of whether it is worth automating—before any proposal.
Discuss your business problem