Pinpoint
Find where AI moves the number.
Most AI work fails because it starts with the technology, not the economics. We start with the metric you’re accountable to and trace it back to the one or two places AI actually changes the business.
Objectives
- Anchor every initiative to a revenue, margin, or output-per-head target.
- Separate the work that compounds from the work that just looks impressive.
- Name the real constraint — data, workflow, or decision — not the symptom.
Activities
- Outcome mapping against your P&L and operating model.
- Workflow and data readiness audit across the highest-value functions.
- Build / buy / wait calls, with the tradeoffs stated plainly.
Outcomes
- A ranked set of bets, each tied to a number someone owns.
- A clear-eyed view of what’s feasible now versus later.
- Conviction on where to start — and the discipline to ignore the rest.