Most companies are still stuck in the “AI experiments” phase, building agent demos, celebrating POCs, and claiming hypothetical savings with nothing in production to show for it. The IMPACT framework is a simple way to ensure that AI is delivering real value across the organization, not just technically, but operationally, and against business outcomes. Think of this as the layer that sits between your technology and KPIs. If your AI investment isn’t improving decisions, reducing cost or cycle time, adapting to new data, operating within trust constraints, or automating real work, it isn’t impact, it’s theater.
