Measuring the human side of an AI change

AI transforms your business.
Your people decide whether it holds.

We measure the four foundations that decide whether it holds:

A clear direction that landsTrust and safety in the teamJudgement that stays humanWork that actually changesWhyTrustJudgementWorkBaselineDo the workMeasure again
  • WhyA clear direction that lands
  • TrustTrust and safety in the team
  • JudgementJudgement that stays human
  • WorkWork that actually changes

Then we work on them, and measure again.

The state of play

Adoption is the solved part. The return depends on whether the organisation is ready.

Using AI

74%

of frontline employees are now regular AI users

BCG, AI at Work 2026

Seeing a return

7%

of organisations report an established return

KPMG, Global AI Pulse Q2 2026

What accounts for the gap

48%

of the difference between leaders who report value from AI and those who don't is accounted for by organisational readiness

McKinsey, Three Horizons 2026

What we measure

Four foundations have to be in place for an AI change to hold.

01 · Why

A clear direction that lands

The reason for the change is clear, and everyone can explain it and see where they fit.

The relationship we measure

People ↔ the direction

02 · Trust

Trust and safety in the team

Enough trust to get through the change together, and the safety to say out loud what isn't working.

The relationship we measure

People ↔ each other

03 · Judgement

Judgement that stays human

Knowing where AI output needs to be questioned and overridden, and having the confidence to do it.

The relationship we measure

People ↔ AI

04 · Work

Work that actually changes

AI changes how teams work, so the work itself changes with it, rather than AI being added on top.

The relationship we measure

People ↔ the work

Asked at every level

The diagnostic is designed to show the gap between how leaders see the change and how teams live it.

The board

Sets the direction

Managers

Translate it

The team

Live it

Anonymous by design: no group smaller than five is ever reported. About seven minutes to answer.

What adoption and value numbers don't show

Your AI dashboard tracks adoption and value.
It's missing what decides both.

Adoption and value tell you an AI transformation has started. Neither tells you whether it will hold.

Your AI programme · this quarter

Easy to measure

Adoption

Are your employees using AI? Who, how often, for what.

Usage dashboards and licence counts

Hard to trace back to AI

Value

Is it paying off? Productivity, savings, return.

Business cases tracked against the numbers

Not on the dashboard

Relationships

Are the relationships that decide whether the change holds working?

Unmeasured.
WhyTrustJudgementWork

Measured by Ambit Index

How it works

Know what's working, fix what isn't, and show your board the change is holding.

BaselineThe workRe-measurethe unmeasured path ahead
1 · Baseline

Measure

Everyone answers, async and anonymous. Role and team are captured, because the gaps between levels are part of the diagnosis. You see exactly where the human system needs support.

2 · The work

Work

The baseline sets the priorities. We tailor the work across the organisation, so it lands where it's needed most.

3 · Re-measure

Measure again

Everyone answers again. You see what moved, where, and what to work on next.

Map the unmeasured path.

If your organisation is inside an AI change and the numbers you have don't tell you whether it's landing, that's the conversation we want.