Stop rewriting the same query for other people

Where it hurts

• Most of the queue is variations on questions you've already answered.
• Every ad-hoc request costs context you wanted to spend on real analysis.
• The definitions that matter live in your head and in a hundred saved queries.

How Portals AI handles it

1. Encode the definitions once

   Column definitions, validation patterns, and entity groups make the model explicit — and reusable by everyone.

2. Let the team ask directly

   Portals run against the model you built, so self-serve answers use your definitions rather than inventing new ones.

3. Extend the agent where it stops

   Register a custom toolpack — your own webhook, your own compute — and the agent can call it like any built-in.