At the Delaware Business Owners Summit in Dewey Beach, Joel "Thor" Neeb shared a roadmap for leading a company through the AI era. Drawing on his transformation work (including at VMware) and the YPO community, Thor laid out how to thrive in what he calls the Insight Age.
From the Information Age to the Insight Age
Web 2.0 defined the Information Age, where access to information drove growth. Thor argues we're now entering the Insight Age, where AI turns information into insight on demand. His provocative prediction: within a couple of years, people may trust an AI's analysis as much as a human expert's in some domains. Whether or not that timeline holds, the direction is clear, and it changes how businesses need to operate.
The F-15 Metaphor
Thor compares the pace of change to sitting on the net of a tennis court while an F-15 the size of that court takes off: overwhelming and fast. His prescription is to shift from being a hedgehog (doing one thing exceptionally well) to a fox (quick, adaptable, able to do many things well).
The Rise and Fall of "Great" Companies
He points to Jim Collins's "Good to Great" (2001), which profiled 11 standout companies; two decades later, most had stumbled or disappeared. The lesson: excellence today is no guarantee of relevance tomorrow. Adaptability is the edge.
Strategic Agility
Success in the Insight Age means taking insights and pivoting fast. The goal is to become an insight-generating machine: a culture that values insight and an operating model that turns it into action, with data continuously collected, analyzed, and used to inform decisions.
The 18-Month Roadmap: Five Lights
Thor's transformation roadmap moves through five stages:
- Transparency. Give everyone a clear view of the strategy and OKRs, so people understand the plan and their role in it.
- Alignment. Surface misalignments and get every team working from the same definition of success.
- Accountability. Standardize updates and use scorecards to track KPIs and progress.
- Simplification and acceleration. Find and remove bottlenecks; shift resources to where they're needed.
- Insight Age organization. Once the first four are in place, use AI on top of clean, aligned, standardized data to generate insights continuously.
Pay Down Your Debts: Data and Culture
Data debt is when your data is scattered, inconsistent, or never captured; the fix is to curate it into one accessible, standardized place, because AI is only as good as the data under it. Cultural debt, common with remote teams, is when functions stay siloed; the fix is cross-functional teams aligned on shared goals.
Using AI Well
A practical tip Thor shared for getting better results from AI tools: ask the tool to interview you first. For example, "What are five questions you could ask me to do a better job at this task? Ask them one at a time." That turns a generic output into a tailored one.
A 2026 Note
Thor gave this talk in 2024. Since then, the frontier has moved from AI that assists to AI agents that can take multi-step actions on your behalf. The core advice holds and arguably matters more: clean your data, align your teams, and build the habit of turning insight into action, because the tools on top are only getting more capable.
For more from Joel "Thor" Neeb, connect with him on LinkedIn.
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