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Privacy-conscious workflow

AI is optional. Your judgment is essential.

The pre-built categorization libraries and manual review workflow operate without AI. Firms can optionally bring their own AI key.

AI assistance: OFF

Library and manual categorization only. No AI assistance selected in this prototype.

Do not enter a real API key. This is a local design prototype and does not connect to any AI provider.

How categorization is controlled

Pre-built librariesAvailable
Manual reviewAlways available
AI suggestionsOff by default
Final categoryProfessional reviews
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Clickable design prototype · no live submission