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AI & Automation research and operating context

AI & Automation / 2026-07-20

AI governance for growing enterprises

How to move from experiments to useful AI while keeping review, audit and policy intact.

Zerry Technologies

Custom software / ERP and CRM / AI automation / cloud and data / cybersecurity / smart security

Working position

What leaders need to decide.

AI governance should define where automation is allowed, where human approval remains mandatory and what evidence is retained for review.

01

Name the business owner and accountable reviewer

02

Classify data before selecting a model or provider

03

Set evaluation criteria for accuracy, safety and usefulness

04

Define escalation when confidence or policy conditions fail

Minimum evidence

Controls that make the decision reviewable.

Approved use-case register

Evaluation set and release threshold

Prompt, model and output logging

Access, retention and incident procedures

Next step

Apply this framework to a current technology decision.

Discuss your requirement