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Case study · From the Pluris libraryReceipt no. 7329
What sucked

A retail payments company was preparing to launch a new product into an increasingly crowded market.

Early test results had not trended positively, and the team lacked alignment across the C-suite on how to reposition the offering. Their marketing and data teams were operating inefficiently, their customer outreach was imprecise, and leadership had not yet established a clear AI strategy or communicated a coherent vision to employees and customers.

Financial ServicesMarketing2–4 months
What they built

Sean Wood and Human Pilots AI ran an executive alignment workshop, AI readiness assessment, and structured two-week sprint cycles with cross-functional AI pods, using Claude, ChatGPT, and Gemini to sharpen customer positioning and personalize outreach without changing the product itself.

What changed
Lead Response Rate

200% increase in lead response during the AI pilot period, driven by more precise, personalized customer outreach powered by AI-assisted data analysis and messaging optimization.

Sales Lift

12% lift in sales during the pilot period as repositioned product messaging resonated with target customers, achieved without changing the underlying product.

Team Productivity

40% increase in measurable human productivity for marketing and data team members involved in the AI pilot, with cross-functional collaboration increasing as a further secondary benefit.

Time to results
2–4 months
Company size
251-1,000 people
Who did it
Sean Wood
Founder / AI Business Transformation Strategist, Human Pilots AI

Vetted by Pluris.