Evaluation AI

For monitoring & evaluation professionals · October 2026

Use AI in your evaluations —
without gambling your reputation.

AI can now draft a report in minutes. It can also invent a number or a source, and say it with complete confidence. Evaluation AI gives you a simple, no-code way to check every claim before it reaches a donor. Written for evaluators, not engineers.

Get the free book See how it works

No code. No jargon. Works with the AI you already have.

An evaluator reviewing a report while AI drafts alongsideYou stay in charge
Why this matters

Your name is on the report. The mistakes would be yours too.

When a funder asks “how do you know?”, a confident-sounding paragraph is not enough. It has never been easier to produce a polished report — and it has never been easier to ship an error with it.

$290,000

A consulting firm had to repay part of a government report after AI-generated errors were found in it.

150,000+

fake citations from AI tools entered the scientific record in a single year, according to researchers.

1 in 3

evaluation teams now use AI — but almost none can prove which sentences came from a source and which were invented.

The method

A harness: four simple files that keep AI honest.

You do not need to understand how AI works. You need a routine that refuses to let an unsupported claim onto the page. We call it a harness. It is plain English and it takes an afternoon to set up.

  • The Skill — the rules your AI must follow, every time.
  • The Golden Set — a few tasks with known answers, so you can test it.
  • The Checklist — one page to score each output before it goes out.
  • The Proof Table — every claim, with its source. Your audit trail.
Read the free book
Seven common AI mistakes orbiting one verified document
Ways to start

Start free. Go further when you're ready.

Everything is built for busy people who care about rigour — with no assumption that you are technical.

The book
Free

The full method in plain language, plus the checklist. Yours to keep and share.

Get the free book
The course
$299

Build your first harness with us, step by step on video. Early-bird $199.

See the course
Done for you
On request

We set the whole system up for your organisation, inside your own account.

Speak with us
A short video lesson
Built for the way you actually work

No new software to learn. No data to hand over.

You keep using the AI tools and documents you already use. The harness runs inside your own account, so a client's confidential material never leaves your control. If you can use Word and a chatbot, you can use this.

  • Works with ChatGPT, Claude, Gemini or Copilot
  • Plain English throughout — every term explained
  • Your data stays with you

Want it set up for your whole team?

Tell us about your programmes and your donors. We'll show you exactly what your team's setup would look like — no obligation.

contact@evaluationai.com