How One Startup Shipped a Full Pivot in Under 3 Months

An early-stage technology startup layered grounding workshops and one-on-one executive coaching into its roadmap rather than buying a tool. A grounding workshop gave leaders a shared vocabulary for evaluating AI, and coaching sessions built personalized playbooks and identified a capability tied to the company's differentiation. The team had a working prototype ready for beta customers in roughly 10–12 weeks.

The work centered on AI workforce enablement: a grounding workshop, one-on-one executive coaching, and individual AI playbooks rather than a single delivered system. Tools used across the engagement included NotebookLM, Gemini, ChatGPT, Claude Projects, Bolt.new, Code.dev, Replit, and Google Meet.

Three outcomes: every skeptic on the leadership team converted to an AI believer during the grounding phase, the company pivoted its business focus to make generative AI central to its product and defined a clear MVP, and it had a functional prototype ready for beta customers in roughly 10–12 weeks.

Time to results was in the 2–4 month range. Starting from Thanksgiving, the team had a working prototype by the end of February — roughly 10–12 weeks from kickoff.

SMBs of up to about 500 employees, and smaller teams within mid-market and Fortune 500 companies, whose leadership is curious about AI but overwhelmed, has run scattered experiments, or has been burned by prior engagements. It works best when engaged at the CEO, COO, managing partner, or CFO level.