Mindspan WhitepaperMay 2026
The AI Transformation Flywheel
A diagnostic framework for organizational AI readiness — built on 22 independent research publications and three years of original Wharton/GBK research.
Read the whitepaper→
AI isn’t a strategy.
It’s how you accelerate yours.
Mindspan Labs turns AI vision into velocity.
Where vision meets velocity.
The AI Value Gap
$581.69 billion flowed into AI companies worldwide in 2025.
The hard part was never the technology. It’s the AI Value Gap.
Mergers and acquisitions, private investment, minority stakes and public offerings. Source: Stanford HAI AI Index 2026, ch.4.
20%
of organisations capture 74% of AI’s economic value. The gap is not evenly distributed.
PwC · n=1,217 · 2026
5%
of companies sit in the top AI maturity band. Most are still building the foundation.
BCG · 2025
The Framework
Value is created inside-out.
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.
- Core · People & OrganizationThe ring the others depend on
- Ring 1 · Strategic ClarityDirection-setting layer
- Ring 2 · GovernanceOrganizational muscle
- Outer Ring · Technology & DataCapability layer · table stakes
Insights & coverage
Published in the places that matter.
Harvard Business Review ↗April 2026
Managers and Executives Disagree on AI — and It’s Costing Companies
Most organizations have crossed the AI commitment threshold. The problem: executives and managers aren’t operating in the same reality.
Read in Harvard Business Review→The Wharton School ↗May 2026
Your AI Investment Isn’t Paying Off Yet. Here’s Why.
Why the gap between AI investment and AI returns is organizational — and what separates the leaders from the rest.
Read at Wharton→What we do
Mindspan Labs turns AI vision into velocity.
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.
01
Strategic Clarity
Diagnostic + framework. Where AI actually creates value for your business — and where it won’t.
02
Organizational Readiness
Workforce, culture, process. In BCG’s 10-20-70 model, 70 percent of AI transformation effort goes to people, organization, and processes.
03
Execution Architecture
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.
Jeremy KorstFounder · Mindspan Labs · ex-Microsoft, T-Mobile, Avalara
See where you stand
You can’t close a gap you can’t see.
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 22 independent research publications and three years of original Wharton/GBK research.