wirth.works / operating design

AI is reshaping your organization.
Let's design for that.

Most organizations are treating AI as a technology rollout. The real challenge — and opportunity — is organizational design. Get it right and you unlock performance that wasn't possible before. Get it wrong and the tools accelerate dysfunction.

The Five Cs — Communication, Care, Contribution, Community, Compensation — are the conditions that determine whether your people and your organization can actually thrive in a Human + AI era.

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About Hannah

I'm an organizational designer and executive leader. For nearly a decade as Partner and COO at AREA 17, I built the operating systems, people infrastructure, and cultural conditions that allowed a globally distributed organization to grow, perform, and stay worth working for — through rapid growth, the pandemic, and the early wave of AI adoption. The Human + AI Organization work is what I've been building toward: a framework and practice for the organizational design problem that most AI implementations are quietly failing to solve.

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