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Field Notes

Tag: Human oversight

Notes tagged with Human oversight.

Hand with pen reviewing an AI evaluation checklist on a tablet
Responsible AI8 min read

How to evaluate AI before your business depends on it

Turn a promising AI demo into evidence by testing representative work, defining acceptable results, and monitoring what changes.

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Team reviewing AI-suggested output together at a laptop
Responsible AI8 min read

Human-in-the-loop automation: design the decision, not just the approval

Meaningful oversight requires clear decision rights, useful evidence, enough time, and a real way to stop or correct the workflow.

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Split scene contrasting repetitive document work with a client conversation
Workflow Design8 min read

What not to automate: seven signs a workflow needs another answer

Some work needs clearer rules, better information, or human judgment before it needs software. Use these signals to make a better call.

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Ready to find repetitive work?

Describe one workflow in plain language. No email to begin. A person reviews qualified submissions.

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