Measure
An evidence-based benchmark, scored against the business — not the technology.
AI Performance Pulse
Know what AI is doing for the business.
Evidence-based AI performance benchmarking for companies and the people who own them.
The gap
Everyone is investing in AI. Almost no one can say what it returns.
Today's answers come from self-assessments and vendor scorecards — opinion dressed as measurement. Boards, owners and leadership teams deserve a clearer view.
What we do
For owners
Clarity, focus and discipline for AI investment.
Compare
A company against its own history. An owner across their whole portfolio.
Improve
Prioritized findings, and experienced practitioners to help close the gaps.
Four dimensions
Measured in the language of the business.
Not model counts or tool inventories. The outcomes a board and a CFO already care about.
01 / 04
Revenue Growth
Where AI is adding to the top line — and where it could.
02 / 04
Margin Expansion
Where AI is taking cost and effort out of the work.
03 / 04
AI & Data Foundation
Whether the groundwork can carry what comes next.
04 / 04
Risk Mitigation
Where exposure is growing, and where it's well managed.
Who it's for
One view, shaped for each side of the table.
Pulse check
Start with what's already visible.
Name a company and we'll take a first, outside-in look at its AI performance. A conversation-opener, not a verdict — and nothing to connect or upload.
Thank you. We're on it.
Your preliminary reading of the company will arrive by email within a few business days. If something looks interesting, we'll suggest a conversation.
- IndependentNo vendor to sell you. Just the view.
- Evidence over opinionRead from how the business actually runs.
- Ongoing, not one-offBenchmarks you can compare over time.
- Consent firstNothing is connected without explicit agreement.
- SecuritySOC 2 and ISO 27001 in progress.