The reset tax: why pilot after pilot adds up to nothing

Most organisations treat AI as a tool: pick it up, use it, put it down. Each pilot gets its own vendor, its own team and its own data pull. When it ends, nothing carries over. The next pilot starts from zero.

The AI Flywheel calls this the reset tax: the hidden cost of treating each effort as a separate one-off. It is paid quietly, every quarter, and often called innovation.

The alternative is to treat AI value as cumulative. Every real win makes deposits into three accounts. Data: better, cleaner data for next time. Capability: new things your people and systems can now do. Trust: what stakeholders will now allow. Banked well, those deposits make the next turn easier.

The test is simple. Before you close a project, fill in the Next-Turn Worksheet. Write down this win. Write what it deposited into each of the three accounts. Then name the next turn those deposits unlock. A win that feeds nothing has paid the reset tax.

This is the first idea in the free course. It changes how a team picks its next project: not the most exciting one, but the one the last win made easier.