AI with control.
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Concepts and practical guides for the people who sponsor, approve and review AI use in their organisation.

Understand the access layer

What sits between AI and your systems.

Read-first and approval

Know when an action waits for a person.

Run the assessment

Prepare your team and your data exports.

Review the audit log

Follow the request and its decision.

How a request flows

Read within the permitted role. Pause writes for a human. Record what happened.

One request. Every control.REQUEST FLOW

Amina + AIReconcile M-Pesa

mshartiAccess · approval · audit

SAPOnly permitted tools

A named person asks for one reconciliation. The agent requests a specific tool.

Choose your path

Business sponsorUnderstand the approach and what to expect.Risk ownerReview roles, approval boundaries and evidence.IT / administratorPrepare the assessment and the system context.

Keeping your guidance current

These guides describe how engagements are scoped, reviewed and operated. Your signed agreement and onboarding plan define the details for your organisation.

Need a hand?

Find the right route for an assessment, an existing engagement or a security question.

Contact Security questions