TL;DR
The short version
AI adoption is a leadership problem, not a tools problem. The owner-operator move is to make proficiency compulsory, lead from the front as chief evangelist, reframe the two fears blocking staff, engineer the culture with hard mechanics, and measure usage rather than staged productivity.
Will England mandated AI across all ~400 people at his ~$10B hedge fund with a blunt "this is not optional" memo. The mechanics are ordinary and copyable — the transferable finding stands on its own.
Built on Will England (Walleye Capital) with Dan Shipper on Every's AI & I. England is a paying Every consulting client — treat as a case study, not neutral proof; all adoption numbers are self-reported.
The mandate is top-down and explicit
Every employee, technical or not, must reach a base-case level of proficiency in AI tools. Not a suggestion — a floor.
This is not optional for anyone at Walleye. Managers, this is now part of your job.
Will England, Walleye Capital
An owner-operator can steer a 400-person org like a cruise missile and simply declare AI use compulsory — because "I don't worry about getting fired." That structural power is the precondition most executives lack, and the first thing to check before copying the move.
Lead from the front, then engineer the culture
"You have to lead from the front. No one can set that tone besides a leader." England calls himself the firm's chief AI evangelist and writes the memos himself, with AI. A mandate the leader doesn't visibly live is a memo, not a culture change.
The culture is built, not hoped for: weekly AI-usage leaderboards, an employee-referral-style bounty for tools the firm adopts, weekly informal meetups, and public demos where failure is fine — "if that demo screws up, who cares?" Hard mechanics, low-stakes exposure, visible peer signal.
Measure adoption, not vanity productivity
"You can't manage what you can't measure" — but England tracks usage rates, not staged productivity metrics, which he calls "kind of nonsense in a real company." Measure the leading indicator you can trust (are people actually using it, every day) over the lagging one you'll be tempted to fake.
The bet underneath is operating leverage: a worker who can't use these tools, like a stock-picker who can't use Excel, becomes "totally obsolete." In finance, where information edge equals money, England will spend firmwide to capture it — the pass-through fund structure is what funds the tooling aggressively.
