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→
AI isn’t a strategy.
It’s how you accelerate yours.
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
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 26 Tier 1 research studies and 20,000+ executive responses, including 3 years of original Wharton research.