The AI Transformation Flywheel
A diagnostic framework for organizational AI readiness — built on more than 20 independent research publications and four waves of Wharton-GBK research, which our founder co-authors.
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Mindspan Labs helps leaders identify where AI can create the most value, establish the governance to deploy it effectively, and build the organizational capability to scale what works.
Founded by technology veteran and AI thought leader Jeremy Korst, Mindspan Labs combines decades of operating experience with original research into the organizational conditions that make AI adoption successful.
Turn AI vision into velocity.
The AI Value Gap
AI spend: Gartner, 2026.
of organizations capture 74% of AI’s economic value. The gap is not evenly distributed.
PwC · 2026
of companies sit in the top AI maturity band. Most are still building the foundation.
BCG · 2025
The Framework
The AI Transformation Flywheel. A Core and three rings, ordered by leverage. People at the core. Strategic Clarity setting direction. Governance as organizational muscle. Technology & Data as table stakes.
Insights & coverage
What we do
We help organizations accelerate the strategy they already have, rather than selling them a new one. We solve the organizational readiness problem that makes AI initiatives fail.
Diagnostic + framework. Where AI actually creates value for your business — and where it won’t.
Workforce, culture, process. In BCG’s 10-20-70 model, 70 percent of AI transformation effort goes to people, organization, and processes.
Governance, measurement, scaling. The muscle to move from pilots to production.

Most organizations focus on the visible 30%. The leaders invest in everything underneath — and that’s where the unlock lives.
See where you stand
The AI Readiness Diagnostic scores your organization across every ring of the Flywheel in 12 minutes, and shows exactly where your value is leaking, and why.
Grounded in more than 20 independent research publications and four waves of Wharton-GBK research, which our founder co-authors.