Measure the value a change actually delivered, not the value it promised
Business cases forecast savings, and few organisations go back to check them. Aigenrix measures what changed after implementation against an agreed baseline, separates the effect of the change from other factors where the data allows, and says plainly where it does not.
30 minutes, free and without obligation. The purpose is to assess whether a Profit Recovery Sprint is justified.
Signs value is not being measured
- →Projects are approved on forecast savings that are never checked
- →Leadership cannot say which past initiatives paid off
- →Results are reported as activity metrics, not financial outcomes
- →Several changes happened at once and every team claims the improvement
- →Savings appear in the business case but not in the P&L
- →There is no agreed baseline to measure against
Why realized value is rarely measured
No baseline was set
Without a documented starting point, any later number can be argued either way.
Many things change at once
Seasonality, pricing, volume and other projects move the same numbers the initiative was meant to move.
Forecasts become facts
Once a business case is approved, its forecast is often repeated as if it had been achieved.
How we measure realized value
Agreed baseline
The pre-change level of the financial and operational KPIs, documented before implementation.
Comparison basis
Before and after, a comparison group, or an estimate of the expected path without the change, chosen for what the data can support.
Normalization
Adjusting for volume, price, mix and seasonality where they affect the result.
Attribution
How much of the observed change can reasonably be linked to the intervention, with an honest statement where it cannot.
Financial conversion
Whether operational gains (hours, response times, error rates) actually became revenue, margin or cash.
Decision
Whether to scale, adjust or stop the intervention, based on the measured result.
What we work from
- →The original business case or forecast
- →Baseline KPIs from before the change
- →Financial and operational data for the measurement period
- →A record of other changes in the same period
- →Implementation dates and scope
- →The cost actually incurred
We report three numbers separately: the forecast, the observed change, and the value we can defensibly attribute to the intervention.
What you receive
- →A baseline agreed before implementation
- →The measured change in the agreed KPIs, normalized where needed
- →Realized value, with the share attributable to the intervention stated and explained
- →Actual against forecast benefit and cost
- →A recommendation: scale, adjust or stop
What we do not assume
- ✕That an observed improvement was caused entirely by the intervention
- ✕That the forecast is the result
- ✕That the effect can be isolated in every case. Where it cannot, we say so instead of claiming a number.
- ✕That an operational improvement is financial value until it shows up in revenue, margin or cash
How the method works
Aigenrix detects signals of loss in your data, asks only for the evidence needed to test them, quantifies what can be defended, traces the business cause, designs the fix and, after implementation, measures the value actually realized. People decide wherever the data cannot.
Related case study: How Sermed Clinic released 25–35 administrative hours a week Its released capacity was observed; its financial value is modelled and has not yet been measured as realized value.
Decide how your next change will be measured
In a 30-minute Profit Recovery Review we look at the change you are planning or have made, and agree how its value should be measured.
30 minutes, free and without obligation. The purpose is to assess whether a Profit Recovery Sprint is justified.