Questions reveal gaps
Repeated staff questions show where guidance is missing, unclear or hard to find.
Knowledge
Ask once. The files answer.
AIFor.Wales, based in Wrexham, sets up private AI for charities and SMEs that answers staff questions from your own files and shows the page each answer came from.
The other team is still in the shared drive. Yours has the answer — from your files, with the page. Nobody rummages.
01Ask once
The policy, the last board paper, the how-we-do-this note — already in the building. Now staff can find it.
02With the page
Every answer shows where it came from. Nobody quotes a vibe.
03It gets sharper
Reviewed answers and new files make next week faster than this one.
Agent workspace foundation
It gets sharper every time someone asks.
The Vault is more than folder search. Sessions, files, logs, model settings, scheduled reviews and operator controls can work together so the system improves from real questions while keeping people in charge.
This is controlled continuous learning: new knowledge is curated, reviewed and approved before it becomes part of the trusted answer base.
Constant improvement loop
Reviewed answers sharpen it
Useful answers, corrections and source choices become examples for better future responses.
New material is staged
Policies, reports and notes can be queued for review before they enter the approved vault.
Operators keep control
Logs, source checks, scheduled reviews and model choices keep the system visible and accountable.
How it works
Start with the library they already live in. Not the whole drive.
We pick the first knowledge set, tidy the structure, agree what is approved, then build a controlled search-and-answer workflow with source visibility, human review and a learning backlog.
The Vault can start small: one policy library, board pack, service guide set, project archive or operations folder.
- Choose the first vault.Select the documents, folders or notes that staff already rely on.
- Clean the structure.Remove duplicates, agree labels and mark what is approved or out of scope.
- Build the answer route.Create prompts, search patterns and source-visible answers for common questions.
- Capture the gaps.Track unanswered questions, weak sources and useful corrections for review.
- Set ownership.Document who updates the vault, what staff can ask, when answers need review and how improvements are approved.
What you get
The folder maze, gone. The page, still there.
Typical outputs include a curated knowledge structure, source map, staff-facing question patterns, review guidance, update rules, learning backlog, operator notes and a working proof around approved material.
Common starting points
Policy brain
Make approved policies easier to search, summarise and improve when questions expose gaps.
Board memory
Help teams find decisions, evidence and recurring discussion points.
Service guide
Give staff a clearer route into procedures, forms and local guidance.
Project archive
Turn old notes, reports and handover material into usable knowledge.
Start here
If you want the files to answer, say what’s taking the hunt.
We’ll point you at a first vault — one library, one pack, one folder — already answering by Friday.