Evaluate Millwork

Use this evaluation to answer three questions:

1. Can my application run a task through Millwork?
2. Can I set limits and confirm what answered?
3. Does the private preview fit my data and operating requirements?

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Before you begin

• Your Millwork organization is approved.
• You created an organization API key.
• You will use public information or test data created for this evaluation only.
• Your catalog contains a model, or you may connect a provider account.
• You do not require an SLA, certification, residency commitment, or published pricing for model access provided by Millwork for this evaluation.

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Evaluation plan

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1. Check access

Complete Check your setup. Success: authentication works, the Echo run completes, and its receipt confirms mode: "echo", no selected model arm, and ranking: "skipped_platform_proof".

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2. Choose model access

Use a model already shown in your catalog, or use your provider key. Success: the catalog contains a model you can add to Millwork.

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3. Run one public task

Complete Run a model. Success: the run reaches completed, a result exists, and a receipt exists.

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4. Check what answered

Compare the model Millwork requested with the model the provider reported. Check the provider, access method, attempts, and recorded usage. Success: the result and receipt agree about the path that answered.

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5. Check the boundaries

Confirm that:

• the application request contained no provider credential;
• the task included data, cost, and time limits;
• the receipt did not copy the task or model output.

If a request fails during the evaluation, confirm that it returns safe error information and a clear next action.

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6. Decide what comes next

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Evidence checklist