The problem

Work keeps failing people. Not because leaders don’t care — because the conditions were never designed.

Since 1990, the cost of unsustainable work has been called “unsustainable.” The word is still being used. Nothing structural has changed. Wellbeing has been treated as a program added on top of broken conditions rather than a property of the conditions themselves.

The AI-driven redesign of work is the first genuine forcing function to change that. Human system governance either gets hardwired into that redesign — or it gets left out again. This work is about making sure it gets in.

Operating Conditions™

A framework for diagnosing and designing how work actually functions at scale.

This is not a program. It is a way of seeing — and then changing — the structural factors that determine whether people and systems can perform reliably under sustained pressure.

IN THE FIELD (CASE STUDIES)

GLP-1 · Behavior change · GTM

Building the behavior change layer that makes metabolic medicine stick

GLP-1 medications shifted what’s possible — but the clinical outcome alone isn’t the product. For one metabolic health company, I designed an integrated coaching infrastructure built around neuroplastic development, giving them a measurable, clinically defensible story that opened meaningful inroads with clinical enterprises and major payors.

Mental health · Data strategy · GTM

Reframing what a buyer can claim — and expanding contracts because of it

For a mid-size mental health provider, I reframed their GTM narrative around the data that actually matters to the benefit purchaser — not what they could measure internally, but what the employer could report and defend. The result was expanded contracts and a stronger market position.

Digital health · Startup · Commercial build

From clinical thesis to commercial system — client base doubled in under a year

For an early-stage founder with no commercial infrastructure, I built the GTM function from scratch: strategy briefs, marketing infrastructure, lead and channel development, and a full asset library. The outcome was a repeatable commercial system and 100% growth in clients.

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