From Intelligence to Performance in short
Turning data and AI into measured performance means putting decisions on data and models, then measuring the effect on agreed indicators against a baseline taken at the start. The Scale with AI and Performance expertises are capabilities applied once the destination is decided; this programme is organised around the destination, an effect measured across several decisions.
Start from the decisions, then measure the effect
The usual path opens with an Assessment of the decisions, data and models in place. Build Direction then steers the data, BI and AI work that follows, and an Interim Management seat joins when an executive has to hold the function. Any of these phases can be bought alone, as a complete offer.
A baseline is taken at the start, and success is the effect on the agreed performance indicators, measured against it. The usual failures are dashboards nobody decides with and models that run with no owner of the decision they serve. The programme names who decides with each indicator and who owns the decision each model serves.
What the programme holds that an expertise does not
Scale with AI and Performance are capabilities: Scale with AI applies AI to one decision or workflow, and the Performance expertise frames business value and the cost, speed and reliability behind it. This programme owns the business destination, the measured effect on performance across several decisions, with the indicators and decision rituals that steer the company, and applies those capabilities where they serve it. From Legacy to AI modernises the estate first, when the platform stands in the way of the data.
When the data itself is not yet owned, governed or served, Data builds the strategy, the platform and the indicators; this programme holds the measured destination they serve.
Questions
- Why has our data not moved the numbers?
- Data and models often exist without a decision that runs on them. The programme starts from the decisions that drive performance, takes a baseline and measures the effect on the indicators agreed at the start.
- Is this a BI or dashboard project?
- Indicators, BI and decision rituals are part of it, because the business has to be steered on its own figures. A dashboard nobody decides with is the failure the programme is built to avoid.
- How is this different from the Scale with AI and Performance expertises?
- Those expertises are capabilities: Scale with AI applies AI to one decision or workflow, and Performance works on business value, cost, speed and reliability. This programme owns the business destination, the measured effect on performance across several decisions, and applies those capabilities where they serve it.