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Evaluate and improve

Less time spent checking the AI's work.

We measure your AI on your real work, fix what's failing, and show you the numbers.

TodayFix AFix BFix CThe barOur AI is rightsome of the time.

Right for you if

  • Your AI works sometimes, and you can't tell when.
  • You're choosing between models or vendors.
  • Costs or review time are higher than expected.

What you get.

Evaluation reportSample
Support assistant: four designs, one test set

300 real tickets. Share of answers accepted, with the full cost of each.

Current setup81%
$0.42 per accepted answer · 6.1 min review per 10
Better retrieval, same modelRecommended90%
$0.31 per accepted answer · 3.4 min review per 10
Larger model, same retrieval86%
$0.58 per accepted answer · 4.2 min review per 10
Rules first, model for the rest88%
$0.24 per accepted answer · 3.9 min review per 10
50%75%100% accepted
Recommendation: improve retrieval and keep the current model. Re-test after each change.
  • A test set from your workReal examples, including the hard cases, with a clear definition of a good result.
  • Side-by-side comparisonModels, prompts, tools, and workflow designs compared on quality, cost, speed, and failures, including review time.
  • A recommendationThe best option for your constraints, with its limits stated plainly.
  • Improvements OptionalChanges made and re-tested on the same tasks, with checks that nothing else got worse.
  • Real costs
  • Fair comparisons
  • Straight answers

How it works.

  1. 01

    Define a good result

    Agree on what an acceptable answer or outcome looks like.

  2. 02

    Baseline

    Measure the current system on your real tasks.

  3. 03

    Compare

    Test the alternatives on the same set.

  4. 04

    Improve and re-test

    Make changes and confirm they hold up.

Can you evaluate a vendor's product?

Yes, on your tasks, alongside the alternatives.

Do you need access to our production system?

Usually not. We work from examples and a test copy unless you decide otherwise.

What happens after the report?

You can make the changes yourself, ask us to make them, or set up ongoing checks.

Hello.

Start a conversation

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If AI isn’t the right answer, we’ll say so.

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