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Use case · By industry

AI that respects member data.

Read-only first, approval for changes, every step recorded.

Saccos and Microfinance

Member records are sensitive and staff teams are small.

01

A repayment summary

A loans officer gets one member's repayment history.

One permitted record•••

Summarise this account.

Read → scope checked → answer
Read allowed · result logged
02

A due-date change

Moving a due date waits for the credit supervisor.

One proposed change•••

Update this record.

Request → supervisor → decision
Held for a separate approver
03

A member reply

A draft reply with personal details masked.

Only needed fields•••

Prepare the member reply.

Name ID number Only permitted fields continue
Identifiers removed before AI

See it work

Watch it happen.

Step 1 of 4: Request

Joy N. · Loans OfficerMember assistant

“Change the due date for member M-3301 to 15 December.”

Every request starts with a named person and a named agent.

audit_log
09:14:02requestjoy.n · member-assistant · update_due_date M-3301
09:14:02policy· · ·
09:14:03approval· · ·
09:21:47approval· · ·
09:21:47executed· · ·
09:21:47logged· · ·

Simplified example. Names and records are invented.

Text version

Joy N. (Loans Officer) asks Member assistant: "Change the due date for member M-3301 to 15 December." The role check returns: Approval required. Human approval: Approved. Every step is written to the audit log.

  1. 01 Request

    Joy N. · Loans Officer · Member assistant

    Change the due date for member M-3301 to 15 December.

  2. 02 Role check

    Approval required

    Role
    Loans staff (from your directory)
    Read
    Allowed
    Change
    Needs approval

    Read-only first. Changes wait for a person.

  3. 03 Human approval

    Approved

    Approver
    Credit supervisor
    Action
    Change due date, 1 member
    Risk
    Medium
    Expires
    In 30 minutes

    The credit supervisor approves. Nobody approves their own request.

  4. 04 Audit log

    • 09:14:02 · request · joy.n · member-assistant · update_due_date M-3301
    • 09:14:02 · policy · role=loans-staff · read=allow · change=approval_required
    • 09:14:03 · approval · sent to credit-supervisor
    • 09:21:47 · approval · approved by peter.o · maker-checker ok
    • 09:21:47 · executed · update_due_date · result=success
    • 09:21:47 · logged · event 7f3a…e21 · on the record

Where this fits

Safe Staff AIData Leakage

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