“We’re supposed to have an AI strategy.”

AI Strategy with Measurable ROI

The board wants AI. You need returns you can defend in a budget meeting, and a straight answer about where AI will not work in your business.

Relevant experience

  • Delivered productivity gains equivalent to roughly 30 FTE through AI, automation, and process redesign.
  • Quantified through activity-level ROI analysis with the managers who own the work.
  • Redirected initiatives when data quality or specialized judgment made them unwinnable; AI readiness starts with data readiness.
  • Experimenting with OpenAI models since before ChatGPT’s public release.

The engagement

AI ROI assessment: where automation pays in your business, what it needs from your data, and a prioritized roadmap with baselines you can measure against.

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