Gamut
Gamut Labs · Action learning projects

Winning Organization

A design framework for purpose-built, AI-enabled organizations. Start with the customer, the context, and the strategy, then build from scratch to lower carrying costs, reduce complexity, and improve velocity.

Tags
Org designAI

Main questions

  1. Can organizations adapt to their context the way plants and animals adapt to theirs?
  2. If AI is to organizations what oxygen is to life forms, how will it alter organizational structures?
  3. Does organization have a meaningful impact on strategic advantage?

The whole is greater than the sum

Businesses are living through an epochal shift in environmental conditions. Traditional organizations were built for the business models of the twentieth century, and today most have too many layers, slow decision-making, endless meetings, disengaged remote employees, and complexity that overwhelms reality. Better operating discipline or more talent density can't correct structural deficiencies.

Importing pre-packaged processes and "best" practices doesn't fix underlying structure either. We can assemble them into a working operation but each comes with different assumptions about how the organization should work, causing gaps, overlaps, and glitches. The result is frankensteinian: it looks about right and does most things, but the sum lacks the integrity of a well-designed whole.

Boris Karloff as the creature
Frankenstein was a monster to work with.

Design framework

Form follows function.

Architect Louis Sullivan coined this phrase to stress that the shape, design, and structure of a building should follow from its purpose. His signature buildings show us good form goes beyond simple function and includes desirability, feasibility and viability.

Today, inventing new forms of organization is a necessity because our context demands globality, agility, and speed like nothing we've seen before. It can be overwhelming to reimagine a whole company, so start small and iterate.

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LeTa CuCo Features &Functions CustomerNeeds BusinessObjectives BrandStrategy Surrounding Context

Organizational chemistry

Organizations are an assembly of processes and systems, built from compounded ideas, which rest on elementary principles of human behavior and economics. The science of human behavior informs organization design the way the science of chemistry informs cooking.

Essential elements

A winning organization is adapted to its context and informed by customer and business requirements. The functional structure holds the right people in the right place at the right time, with four integrated human elements: leadership, talent, culture, and communication.

Human elements

Talent is water

Talent is the currency for exchanging what companies need to complete work and what people can do to complete it. It's not a simple thing that works the same in all circumstances. It's a compound of skills, attributes, experience, and interests. Talent is fluid and is best managed as a liquid not a solid.

Culture is a craft

A culture is good if it grows things. It is also a vessel that carries the company toward its goal, and a skilled practice that shapes it.

Leadership is a group outcome

None of our most revered leaders act alone. Being in the lead is the result of collaboration and cooperation among a diverse group, aligned on a common mission.

Communication bridges gaps

True understanding takes skilled, dedicated resources to gather, clarify, amplify, and modify the messages that keep everyone informed and aligned.

AI amplifies structure

It's a mistake to automate a layer or process that shouldn't exist. Building from scratch allows AI to carry real work in every function, because it's designed into the organization instead of bolted on top. Adding AI to bad process makes it worse because it amplifies the noise as much as it amplifies the signal.

Jimi Hendrix by his amps
If you want to be loud, you'd better be good.

Are you drowning in slop?

  • Model-speak is not human-speak
  • Six-page summaries when six sentences will do
  • Black holes that suck time and return nothing
  • Smart talk with no practical value
  • Gaps in logic
  • Flawed recommendations

Make it better

  • Define clear outcomes for every function
  • Map information flows between value creators
  • Organize and clean "source of truth" data
  • Create information-sharing norms and templates
  • Design processes from scratch
  • Include human-in-the-loop and human-on-the-loop controls

Scratch OD kits

Scratch OD is the technique and tooling for designing organizations with fresh assumptions to create context-adapted structures. The first principle of Scratch OD is always, always start with your customer. Everything else flows from there.

Reading

Playing to Win cover

Playing to Win

Roger L. Martin and A.G. Lafley

Where to play and how to win: the strategy questions the framework answers.

Primed to Perform cover

Primed to Perform

Neel Doshi and Lindsay McGregor

Why people work and what produces total motivation.

Writing

Sep 22, 2026

AI Is Oxygen

Companies that win with AI will be the ones that redesign their organization instead of optimizing it.

May 26, 2009

Adaptive Organizations

What if big organizations worked like ecosystems, with different species of organization inside them, each adapted to its own conditions?

Jun 13, 2022

Culture Is a Craft

A science-fair project, boats, recipes, and a hand-towel dispenser

Oct 12, 2020

Talent Is Water

Dead fish, precious metals make stable measures, and a scientific equation

Apr 3, 2014

Culture Is a Capability

A culture is not a values statement or a manifesto. It has to be defined in response to a business problem, then built and managed to spec.