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Accuracy shaped by your team
proInsight

Accuracy shaped by your team

Accuracy shaped by your team
K
Karan Ashta
September 4, 2026

When your team marks an AI tag as wrong, that feedback goes into a tracked review and fix process, so accuracy improves on your own calls.

Why we built it

AI tags only help if your team trusts them. When one is wrong, your team notices first.

That feedback used to arrive in spreadsheets, was slow to review and left no record of what was decided.

How it works

Every downvote now feeds a tracked process that ends in a tested fix.

  • Your team can downvote AI tags directly in proInsight, right where they appear on a call.
  • Feedback is reviewed tag by tag, with the calls behind it.
  • Each item is tracked from open to fixed, with the reasons recorded.
  • Fixes are tested on real examples from your calls before going live.
  • Each fix is checked so it doesn't break something else.

What you get

Accuracy improves on your own calls, driven by your own team. Every downvote is reviewed and either fixed or explained.

Feedback on AI tags is available to every proInsight customer.

See what Prodigal can do for your operations

Talk to us about where AI fits in your collections and servicing.

Book a demo