INDEPENDENT BY DESIGN.A clearer view of artificial intelligence
THE WORKBENCH

Less setup.
More useful work.

Simple tools to turn a good question into a repeatable process. No sign-up, no data uploads.

BROWSER TOOL

AI cost calculator

Compare two token-price scenarios using your own volumes, rates, and retry allowance.

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Model evaluation scorecard

Record model versions, test cases, acceptance, latency, cost, and failure notes. Start with your own evaluation rubric.

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AI workflow budget

Separate generation, retries, tools, storage, and review time. Add measured quantities and current rates.

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Review-analysis template

Keep original evidence separate from derived topics and labels, with a clear human-review path.

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Templates contain column headers only. They work with spreadsheet software and do not include macros or prefilled benchmark results. Treat any data you add according to your own access and retention rules.