Measure how quickly people and organizations discover, adopt, adapt to and transform with AI — and, most importantly, what value they create.
Measure your AI Impact →The framework connects individual behavior with measurable business outcomes. Every record can be aggregated from person → team → department → organization.
Identify relevant AI capabilities and opportunities.
Use AI meaningfully and repeatedly in real work.
Move rapidly from new capability to experiment, adoption and value.
Redesign workflows, automate and change how work gets done.
Measure time saved, speed, volume and capacity released.
Track new products, services, processes and opportunities.
Quantify financial and non-financial value created.
Track AI cost, cost per outcome and ROI.
This first version is a lightweight self-assessment. The production methodology should later add evidence from real impact records and tool usage.