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Use cases

Practical workflows for your next AI evaluation.

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AI system review

Make the purpose, risks, evidence, and decision inspectable.

Data and connections

Build a clear input basis before asking a model for results.

Model evaluation

Ask a fair question and examine the measurements behind an answer.

Evidence and handoffs

Give the next person the finding, its basis, and the next action.

Featured

Define the purpose. Examine the risks. Gather evidence. Learn how an Assessment brings the work together.

Review an AI system before a pilot

Build a case for a bounded use before deciding whether to proceed.

Assess risks

Prepare a Dataset for testing

Bring samples and labels into Vault with a clear task and version.

Prepare data

Test a model under changing conditions

Compare the clean reference with conditions that matter to the intended use.

Test models

All use cases

12 results

Review an AI system before a pilot

Build a case for a bounded use before deciding whether to proceed.

Assess risks

Prepare a Dataset for testing

Bring samples and labels into Vault with a clear task and version.

Prepare data

Test a model under changing conditions

Compare the clean reference with conditions that matter to the intended use.

Test models

Review a changed product version

Carry the useful context forward and recheck what depended on the old version.

Assess risks

Find gaps against a selected standard

Turn relevant clauses into evidence work with a visible source.

Assess risks

Inspect and correct Dataset labels

Turn quality findings into reviewed annotations and a new version.

Prepare data

Test a model behind an API

Verify the request and prediction mapping before running the Dataset.

Prepare data

Compare model candidates on the same question

Use a common Dataset and test basis to examine candidate differences.

Test models

Score predictions produced elsewhere

Evaluate existing outputs against an explicit reference and saved plan.

Test models

Follow up after an approval

Keep observations and conditions connected to the approved use.

Share evidence

Hand an Assessment to another reviewer

Share the saved case, exact evidence, and the work that remains.

Share evidence

Share findings with their evidence

Give the recipient a result they can understand in context.

Share evidence