The Application-Free Future

The future of work is moving toward AI-native workflows that will, over time, make traditional application suites look like horse-drawn carriages with engines bolted on. That part most people agree on.

What they don't talk about enough is the trap being built right now: AI context lock-in. Every document you create in Copilot, every workflow you automate through Microsoft 365, every meeting summary that feeds the AI's understanding of your organization — that's accumulated organizational memory. And it's being captured inside a single vendor ecosystem.

The real decision

Most enterprises treat the productivity suite decision and the AI layer decision as one and the same. They aren't. Choosing Microsoft 365 for spreadsheets is a different bet than choosing Microsoft as your AI memory layer. The switching costs are in different categories entirely.

What technology vendors can't solve

The hardest parts of AI adoption have nothing to do with the technology. Governance. Trust. Changing how people actually work versus how the demo says they should work. Managing the anxiety that comes with feeling replaceable. These are human problems, and they need human solutions — not another feature release.

Where I come in

I help leadership teams separate signal from noise in the AI transition. Not as a technologist — as someone who understands organizational dynamics, change resistance, and what happens when strategy meets culture at scale. The clients I work with are already deep in this — major automotive companies rolling out Copilot, rethinking their organizational architecture.