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Solutions

An AI Solution represents a business problem inside the platform. It is the container that groups related capabilities so they can share data, governance, and operations — and it is where every piece of work in Pradra Studio starts.

Think of a solution as the answer to "what are we trying to achieve?". An Asset Intelligence solution keeps factory equipment running; a Customer Retention solution keeps customers from leaving. One problem, one solution — however many predictions it takes.

Why group predictions this way

  • Shared data. The capabilities in a solution usually learn from the same datasets. Grouping them means one upload, one validation, one version history.
  • Shared accountability. A solution has an owner and a purpose. When someone asks "is the churn work live? is it accurate? what does it cost?", the solution page is the answer.
  • A whole that outlives its parts. Models come and go — retrained, improved, rolled back. The solution and its capabilities stay stable, so your applications and your team always have a fixed point to talk about.

The lifecycle

StageMeaning
DraftBeing set up; not yet in use.
ActiveIn use, with live capabilities.
DeprecatedBeing phased out; still running for now.
ArchivedRetired. Can be revived back to draft if needed.

Deprecating a solution is a signal, not a switch-off: existing deployments keep serving while the team migrates. Archiving is the end of the line — and even then, a revival path back to draft exists, because business problems have a habit of coming back.

Working with solutions in the Studio

  1. Go to Solutions in the sidebar. The list shows every solution in your current workspace with its status and capability count.
  2. Click Create solution, give it a name and a description of the business problem. It starts in Draft.
  3. Open a solution to see its detail page: the description, its lifecycle actions (Activate, Deprecate, Archive), and the list of its capabilities.
  4. Add capabilities from the solution page — each one is a single prediction with its own contract and quality bar. See Capabilities.

Deleting a solution is a confirmed, deliberate act and is only sensible for drafts; for anything that has been live, deprecate and archive instead so the history stays intact.

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