Self-learning

AI employees that get better every week

When a person corrects an answer, or an outcome goes well, the AI employee remembers. Corrections, performance scores and successful strategies feed back in, and prompt updates roll out to a small share of traffic first.

The problems it solves

If any of these sound familiar, this is for you.

  • You fix the same AI mistake again and again.

  • You can't tell whether a change made things better or worse.

  • Speech recognition mishears your brand and product names.

How it works

Self-learning
  1. Staff correct a reply or a mis-heard word once.

  2. The correction is stored and applied to future conversations.

  3. Scores show whether the AI is improving before a change goes to everyone.

Use cases at a glance

Illustrative examples — the figures are made up to show what the outcome looks like, not real customer data.

Resolved without help
An AI employee over eight weeks
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What you get

  • Corrections are remembered — the same mistake isn't repeated
  • Performance scores per AI employee and per provider
  • Cautious rollouts: test a new prompt on a small share first

When you need it

You're ready for this when…

  • The AI repeats the same mistakes.
  • Your business terms and names are unusual.
  • You want proof that a change helped.

If two or more of these sound like your week, you'll see results in the first days.

Use cases

How businesses like yours put it to work.

  • Restaurant

    the AI learns how your dish names are pronounced and stops mishearing them.

  • Retailer

    learns the answer to a new policy question after one correction.

  • Agency

    compares two prompt versions on a small share of chats before switching.

Works well with

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