AI & automation · Guide

AI security & governance

Governance specifies what the system can see, decide and do. It connects technical permissions to human accountability and project requirements.

Explore

SAMA TECHLY / KNOWLEDGE

What matters

Data

Classify information and limit transfers. Review selected providers’ terms and retention periods.

Actions

Apply least privilege and approval for sensitive operations. An instruction does not replace technical authorisation.

Accountability

Define authorised owners, necessary logs and the incident procedure.

Check in your context

Prepare the next step

A real task example and its exceptions
Current tools and available access
Permitted data and the role of human review
A baseline metric to assess outcomes

An explicit scope, documented rules and a validation protocol. Access and responsibilities are defined before launch.

Useful references

NIST — AI Risk Management Framework ↗

SAMA / ANSWERS

Essential questions

How should I use this guide?

Apply the criteria to your situation and note assumptions to verify. Technical choices and costs need confirmation against your actual scope.

What should I prepare for a first conversation?

Your objective, a representative example and known constraints are enough to start. Sensitive documents or access are reviewed later within an appropriate framework.

SAMA TECHLY / Let’s talk about your projectAdvanced technology. A human touch.

YOUR NEXT CHAPTER

Let’s scope your project.

An idea, a process to improve, visibility to build. Let’s start with your objective.

hello@sama-techly.com Let’s talk about your project ↗