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Here is the problem this product exists for. You have a catalog: dishes, exercises, products, procedures, whatever your app is about. You want an AI agent to search it. The moment you let the agent decide what counts as “dairy-free” or “beginner-friendly”, you have moved a safety decision into a model’s judgement, and you cannot explain any individual answer afterwards.

CloudCrane moves that decision back out. You write the list of values a field may take. Rules and a model fill the field in, under your threshold. Anything unclear waits for a person. Then the whole thing is frozen and served as a tool, with a receipt behind every value. Everything in this guide is built and running today; nothing on this page is a plan.

1. 1

   Bring your records

   A CSV, a paste, or rows a model drafts for you.

2. 2

   Write a contract

   The values one field may take, and the words that mean each one.

3. 3

   Run it

   Rules first, the model only for what is left.

4. 4

   Review

   Decide whatever the run refused to store.

5. 5

   Publish a release

   An immutable snapshot, numbered.

6. 6

   Deploy it

   One URL, one key, and your agent is calling it.