Measure what matters before committing to a complex AI programme
For organisations considering substantial AI or automation programmes, Value Discovery provides an evidence-led understanding of current performance, practical opportunities and the investment required. This is a separately scoped, measurement-led engagement, not a compulsory first step for every customer.
When deeper measurement is worthwhile
Buyers want to pay for outcomes. Fewer than one in five organisations tracks ROI on AI at all, and 40% do not know whether anyone is measuring it. You cannot underwrite an outcome nobody has counted, and neither can we.
Thomson Reuters, February 2026, n=1,500+
Where the existing evidence is not sufficient to support a substantial investment decision, we sell the counting first. It is a short engagement, and at the end of it you own a measurement system whether or not you ever engage us again. If the numbers do not support going further, we say so in writing.
Instrumented Value Discovery
Typically four weeks, start to readout — elapsed time, not four weeks of full-time consultancy. Scoped to how many processes are in scope and how messy the data is, and quoted before we start, not after.
Includes
- Process mapping and current-state measurement
- Instrumentation deployed and left running
- Opportunity map scored on production-conversion evidence
- Business case naming the budget line it displaces
- Readout to your exec team, and the deck is yours
All deliverables subject to the agreed scope.
An example delivery structure
The comprehensive programme typically spans about four weeks of elapsed time, in four moves — scope, instrument, analyse, report.
- Week 1
Scope
Two or three candidate processes, and agreement on what would count as better before we look at any data.
- Week 2
Instrument
Measurement goes in. Volume, cycle time, cost per unit, rework rate, and where the time actually goes.
- Week 3
Analyse
What AI would plausibly move, what it would not, what it would cost to run, and what has to be true for it to hold.
- Week 4
Report
One session with the sponsor and the CFO. A recommendation, including the recommendation not to proceed where that is the honest answer.
Questions worth answering
Is Value Discovery compulsory?
No. Many engagements begin with a conversation and move directly to technical scoping and a proposal. Value Discovery is the right route where a substantial programme needs detailed current-state measurement before an investment decision.
How is it different from a focused discovery workshop?
A focused workshop is a short, prepared working session — roughly two to three hours — that resolves a defined question and produces concise agreed outputs. Value Discovery is a substantial measurement-led engagement: processes are instrumented, performance is measured over time, and the output is an opportunity assessment and a costed roadmap.
When is a four-week programme appropriate?
For complex AI or automation programmes where the existing evidence is not sufficient to support the investment decision. Four weeks describes the programme’s typical elapsed duration — it is not four weeks of automatically billable full-time consultancy, nor a fixed number of billable days.
How is the fee calculated?
From the agreed scope, effort and deliverables, and quoted before work begins. The scope is agreed beforehand, so the fee reflects the actual work required.
Can we proceed directly to a build proposal?
Yes, where the requirement and the technical information are sufficiently defined. We will tell you if they are, and what — if anything — is still missing.
What do I get at the end of a Value Discovery?
Process mapping and current-state measurement; instrumentation deployed and left running, which is yours to keep; an opportunity map scored on production-conversion evidence; a business case naming the budget line it displaces; and a readout to your executive team with the deck included. All subject to the agreed scope.
What if the numbers do not justify building anything?
Pixelette says so in writing. You still own the measurement system whether or not you engage further.
Discuss the right starting point
Tell us what you want to build, change or improve and we will recommend only the level of work your requirements justify — which may be a scoped proposal rather than this programme.