Mindspan WhitepaperMay 2026
The AI Transformation Flywheel
A diagnostic framework for organizational AI readiness — built on 26 Tier-1 sources including BCG, McKinsey, Stanford HAI, and PwC. 20,000+ executives surveyed.
Read the whitepaper→
You don’t need an AI strategy.
You need your strategy on AI.
Mindspan Labs puts your strategy on AI.
Where vision meets velocity.
The AI Value Gap
$582 billion was poured into corporate AI in 2025. Only 5 to 10 percent of companies are seeing real value from it.
That isn’t a technology gap. It’s the AI Value Gap.
Stanford HAI AI Index 2026 · convergent finding across BCG, McKinsey, Harvard Business Review, KPMG, PwC, 2025–2026.
70–80%
of AI value comes from people and process — not technology.
BCG / PwC · 2026
7.2×
more value captured by leaders who pursue AI for growth, not just efficiency.
PwC · 2026
18–28pp
gap between executive and manager perception of their AI progress.
Wharton / GBK · 2026
3.5×
deep use cases deliver 2.1× the ROI of spreading across 6+ shallow ones. Depth over breadth.
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 & Organization70–80% of AI value
- 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 fewer than 1 in 10 companies capture meaningful AI value — and what separates the leaders from the rest.
Read at Wharton→What we do
Mindspan Labs puts your strategy on AI.
We help organizations put the strategy they already have on AI — accelerating the business they already run, not 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. The 70% that determines whether any AI initiative scales.
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
Close the AI Value Gap before the next quarter.
Take the 12-minute AI Readiness Diagnostic. Score your organization across every dimension of the Flywheel — and see where the value is leaking.