Culture & Business Design for the AI Era
Who do we want to be in the AI era?
What behaviors, skills, and ways of working do we need to get there?
You know your business better than anyone. You don't need someone to hand you the answer. You need the space, the structure, and the right people in the room to design it together — with them, not for them.
The shift we guide
We believe the AI era can go well for people.
Right now, it isn't. The future of work is being designed almost entirely around efficiency — by technologists, for technology. The human question is an afterthought.
And the culture question is barely being asked at all. Your culture is either ready to absorb AI — or it isn't. That readiness is designed, not assumed. It starts with purpose, values, and the shared principles that let your people make sense of change together.
We know from experience that great design changes that. That when you start with people — their purpose, their contribution, their meaning — you build organizations that are not just more productive, but worth belonging to.
That's the work. That's why we're here.
To help leaders design better futures for their organizations — starting with the human questions that technology too often skips.
Foundations first
We don't design structure before purpose is clear. The prior that doesn't change enables everything else to move.
Design with, not for
People build what they help create. Participation isn't a delivery method — it's the design principle.
Honest over comfortable
We tell you when you're not ready for the next level. Clarity is a form of care.
Capability transfer
Our exit condition is a leadership team that doesn't need us. We build the muscles, then we leave.
Human-centered by default
AI is the medium, not the mission. Every design choice starts with the humans who'll live with it.
Every organization is rebuilding the plane mid-flight. The terrifying part isn't the altitude — it's that the blueprints predate flying.
Your V2MOM, your org chart, your job descriptions, your reporting structures — all designed around assumptions that no longer hold. The ratio of humans to work has fundamentally changed. Those documents are now historical artifacts. Most leaders are operating from them anyway.
Your org isn't broken. It's undesigned — for this moment.
Leaders are cutting headcount, deploying tools, and calling it transformation. The org chart changes. The purpose doesn't.
A design process for the organization itself — and a new blueprint built from current assumptions, not inherited ones.
The people who remain lose the thread of why they matter. Culture — the thing that makes change coherent — quietly exits. What's left is a structure optimized for efficiency and a team that doesn't know what they're building together anymore.
A consultant who disappears and hands you a deck hasn't solved a design problem. They've made a category error — treating organizational design as something that happens to people rather than with them.
The workshop isn't our delivery mechanism. It's our design principle. The people who will live and work in the organization you're building need a hand in shaping it. Their instincts, their constraints, their sense of what's meaningful — that's not input to gather. That's the material the design is made from.
Participatory design also builds something a consultant's deck never can: shared ownership, shared language, and the beginnings of a culture ready to absorb whatever comes next — including AI.
Experts diagnose. Leaders receive.
Design happens offsite, in PowerPoint.
People adapt to the new structure.
Dependency on the consultant to iterate.
Leaders design. Facilitators guide.
Design happens in the room, together.
People built the structure. They own it.
Skills transfer. The work continues.
Each level assumes the previous. You don't redesign an org around flow before you know why it exists. You don't build human-AI systems before you've designed the human boundary. This is a maturity journey — and we'll tell you honestly where you are on it.
L1 Required entry
Foundation
Purpose & Values as Operating System
The prior that doesn't change. We facilitate the deep work of establishing purpose and values that are clear enough to guide decisions you'll never see — and operational enough to replace a policy manual. This isn't a mission statement exercise. It's building the constitution your organization will run on.
A living foundation that enables federated, aligned decision-making without top-down intervention.
L2
Flow
Org & Tool Design Around Human Contribution
With the prior set, we design the posteriors — structure, roles, and AI augmentation — around what your people uniquely contribute. Not inherited functions or tools you've already bought. These layers are designed to update as conditions shift, without requiring a redesign event every time.
An org model that updates locally and continuously — anchored to purpose, not frozen by structure.
L3
Orchestra
Human + AI Agent Design & Governance
Hands-on design and build of human-AI collaboration systems. Leaders learn to design agent orchestras, understand governance implications, and build their own agents. Not a demo. Real capability transfer.
Leaders who can design, govern, and iterate human-AI systems — without depending on a vendor.
L4 Embedded lens
Architecture
Tools, People & Process Mapping
We understand data pipelines, governance design, and how information actually moves. We bring this lens to every engagement. Smaller organizations rarely have this function — and make expensive decisions without it.
A living map of tools, people, and processes — and what changing any of them actually means.
The work we do together can't happen between meetings. It requires your leadership team to step out of the day-to-day, into a space designed for hard thinking — fully supported, with nothing to manage but the ideas in the room.
We handle everything. Collaboration space, facilitation, materials, and the kind of environment that lets your team do work they couldn't do back at the office. You show up. We take care of the rest.
And the experience of doing this work together — the hard conversations, the honest design choices, the moments of genuine alignment — that is culture-building. You don't just leave with better foundations. You leave having built something together. That changes a team in ways a strategy offsite never does.
Multi-day workshops
Structured across multiple days to allow for divergent thinking, synthesis, and genuine decision-making — not just alignment theater. Each day builds on the last.
San Francisco as mirror
We host here because being where the AI era is actually being built creates a specific kind of productive dissonance. You'll meet the people building it, see AI-first culture at full speed — and the most important thing that happens won't happen here.
It will happen on the flight home. What is permanently, distinctly, always-true about your organization — what you'd never trade away even if you could? The contrast sharpens that question in ways a conference room never does. Dinners, conversations, and guest speakers from leading AI firms set the stage. The reflection is the curriculum.
Culture, not just content
Your team leaves with frameworks, foundations, and new skills. But they also leave having shared an experience — thinking hard things through together, in a new context. That shared experience is the beginning of the AI-ready culture you're building.
The best digital-first companies don't run on better org charts. They run on stronger priors — clear purpose, operational values, and shared design principles that let leaders make aligned decisions independently, without waiting for permission from the top.
Think of it as Bayesian thinking for business. The foundational layer — your purpose, your values, your design language — is the prior that doesn't change. Everything else: structure, tooling, roles, human-AI boundaries — these are posteriors. They update continuously as conditions shift, automatically, locally, without crisis.
The CEO of a well-designed organization makes fewer decisions. Not because they've stepped back — because they've built something that doesn't need them to step in. That's federated leadership. And it's what this work is actually building toward.
Not HR. Not transformation teams. The people who can actually redesign the org — and the architects they've trusted to build what comes next.
CEOs & Founders
Mid-market leaders navigating the AI transition with efficiency pressure, headcount decisions, and no design process to guide the harder questions.
Their Lieutenants
The next level who'll implement whatever gets decided. They're in the room too — building the same instincts simultaneously. That's by design.
The AI Era Org
Smaller teams. More augmented. Greater stakes per person. The org needs to be consciously designed — not inherited and optimized.
hum(Ai)n builds the foundations your leaders need
to make aligned decisions — independently,
continuously, and in a culture ready
to absorb whatever comes next.
Participatory. Workshop-based. Foundations-first.
Human-centered design as the method. AI-ready culture as the outcome.
AI as the medium — not the mission.
We didn't arrive at this work from one direction. These books represent the intellectual terrain — the design imperative, the honest account of what AI is actually doing, the counter-arguments we take seriously, and the thinkers asking the hardest questions about what it means to be human alongside other kinds of intelligence.
Change by Design
The foundational case for human-centered design at the strategic level. The methodological ancestor of what we do.
The Design of Business
Design thinking belongs at the top of the organization, not just in product teams. The intellectual argument our practice builds on.
Reinventing Organizations
The most thorough exploration of purpose-driven orgs. Predates AI — more urgent now than when written.
Leadership and the New Science
Organizations as living systems. The theoretical backbone of why continuous redesign is necessary — not optional.
The Lean Startup
The operating model for organizations that must learn and iterate continuously.
Incorruptible Forthcoming
Watch this space.
Competing in the Age of AI
The most rigorous account of how AI is restructuring firm economics. Essential context — even if our answer differs from theirs.
Co-Intelligence
The most honest current book on working with AI, not around it. Directly relevant to our L3 work.
Collective Genius
How to lead organizations built on collective creativity. The leadership model the AI era actually requires.
The Infinite Game
The case for purpose-driven, long-horizon leadership. The Why behind why all of this matters.
Superintelligence
The book that put AI existential risk on the mainstream map. Understand the stakes before you design.
Deep Utopia
If AI does most of the work — what is human purpose for? The question hum(Ai)n exists to help leaders answer.
Artificial Unintelligence
A clear-eyed case against technochauvinism — the belief that technology is always the solution.
More Than a Glitch
When AI is designed without diverse human input, the bias isn't incidental — it's structural.
The Age of Surveillance Capitalism
What happens when technology platforms design organizations without human values as the constraint. Heavy but essential.
New Dark Age
How technology undermines our capacity for collective understanding — and why that matters when organizations make AI decisions.
Ways of Being
A radical expansion of what intelligence means. Changes how you think about the human-AI boundary.
This is early. We're building something we think matters — and we're looking for the right people to help shape it, not just consume it. There are several ways in.
Bring your leadership team
Mid-market CEOs navigating the AI transition with real authority and a nagging sense they're optimizing the wrong thing. Start with a conversation — we'll tell you honestly if this is the right work for this moment.
Help shape the thinking
We're in active discovery — pressure-testing the framing, sharpening the methodology, building the network of practitioners and thinkers who care about this problem. If that's you, we'd love 30 minutes.
Host a cohort with us
We're exploring partnerships with AI-era companies who want to connect their enterprise customers to this work. If you're at Anthropic, Salesforce, OpenAI, or a firm with similar reach — let's talk.
Start with a conversation. We'll tell you honestly whether this is the right work, for the right moment.
Get in touch →