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Check your data, test your models, and track risks in one place. Knotest helps you see what works and what needs fixing before you deploy.

Data quality
Find gaps in your data before they affect your models.
Model performance
Test accuracy, fairness, and robustness before launch.
Risk tracking
Track issues and see what needs attention before deployment.

Why

A model can look ready in ordinary conditions. The conditions that break it rarely show up in a demo

InspecSpider’s vision model was steady until simulated fog exposed segmentation failures. Knotest keeps each test, finding, and follow-up in one project, so your next review starts from evidence.

Read the InspecSpider study

How it works

One project for every test From your model to a clear rollout decision

You bring

  • Your model

    The AI system you plan to build, buy, or deploy

  • Your data

    The records it learns from and runs on

  • Your criteria

    The results it must reach before rollout

Knotest project

by HephaKnot

You get

  • Evaluation report

    Results measured against your criteria

  • Risk register

    Each risk with an owner and a status

  • Source records

    Every finding linked to its evidence

Now we’re not just guessing. We know what’s coming.

Chan · Manager, Hong Kong darts barRead the eight-week inventory study

Built for

Governance and risk leads

Review test results, open risks, and their evidence together before you approve a rollout.

Teams buying AI

Find out whether a supplier’s AI works on your documents, before you commit.

Teams building AI

Find where your model fails and turn test results into evidence for your next review.

Innovation teams

Agree success criteria at the start of a pilot, then measure results against them.

AI vendors

Show enterprise buyers how your system performs on their data, with results they can check.

Your test evidence is scattered across spreadsheets, logs, and inboxes

See Knotest in action

54-second overview

Have a model to test? Let's take a closer look

Ask about a model, a demo, or pricing. We’ll reply by email and work out a useful next step together.