AI & automation · Guide

Testing and deploying an AI agent

Deployment starts with acceptance criteria and action boundaries. Testing answers is insufficient: tools used and resulting changes also need verification.

Explore

SAMA TECHLY / KNOWLEDGE

What matters

Evaluate

Cover routine cases, expected refusals, missing data and contradictory requests.

Limit

Start with reduced permissions and review important actions. Provide a stop mechanism and a manual fallback.

Observe

Monitor real usage and reevaluate after changes to data, model or tools.

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 ↗