W MANIFESTO
W / TEN PRINCIPLES FOR AN ORGANIZATION OF PEOPLE AND AI

A company that
learns to manage
itself.

AI speeds up work.
The company is still waiting.

For information. For decisions. For approval. For the one person who knows why something is being done.

We want to build companies that turn new AI capabilities into outcomes. That requires changing how the company organizes itself.

Read the manifesto
01

Outcomes matter more than the volume of work.

A document, campaign, or release does not prove progress on its own.

We care about what changed for the customer and the company. What worked. What failed. What we learned, and how that changes our next step.

02

Everyone can manage.

People need to know the direction, understand the situation, and have the authority to act.

Management is part of everyone's work: making decisions, coordinating, taking responsibility, and checking the result. Leadership creates the conditions that make this possible.

03

Context belongs where decisions happen.

A company cannot depend on who happens to be in the meeting or who can be reached.

The reasons behind decisions, the current state, and accumulated knowledge belong in a shared system. Access reflects responsibility and permissions.

04

We all build the product.

Customers, sales, technology, and distribution belong in the same decision-making process.

The CEO sells and understands the customer. The CTO shapes the product and is accountable for its delivery. The CMO understands the market and how the solution reaches people. Everyone contributes judgment. Every important decision has a named owner.

05

Agents must be able to act.

An agent receives a goal, context, tools, and clear boundaries. It performs the work and provides evidence of what it actually did.

We measure its contribution through outcomes, quality, and the human attention it requires. People remain accountable for the authority they delegate.

06

We start with a small team.

Three people — a CEO, CTO, and CMO — supported by agents are our starting hypothesis.

We size the company around the work it must reliably handle. Another person joins when they bring needed judgment, expertise, relationships, or capacity. Headcount alone is neither an ambition nor a measure of success.

07

We grow as a team of teams.

Growth creates more small teams, each accountable for its own outcome.

They act independently, connected by shared direction, knowledge, and clear agreements. They coordinate dependencies directly. Finance, legal, or infrastructure can serve the whole network. Shared functions make work easier and provide necessary control.

08

We remove unnecessary work first.

Every report, handoff, and approval needs a reason.

Before assigning work to an agent, we check whether it needs to happen at all. Automation makes sense once the underlying process is worth running.

09

The way a company operates can change.

Roles, processes, and rules are proposals that reality puts to the test.

We test changes on a small scale. We define what we want to improve, how we will recognize success, and when we will revert. We adopt changes that work and preserve their reasons. This is how we understand agility: learning and using that learning to change our actions and organization.

10

The company owns its system and its memory.

Data, decisions, and knowledge must remain under the company's control.

The company chooses its infrastructure, models, and tools. It can replace them while keeping its history, context, and ability to continue working.

FROM PRINCIPLES TO REAL WORK

Run the work.
Learn from the outcome.
Patch the organization.

W is the operating system for a company that learns to manage itself. W Method is how we develop that ability through real work.

Explore W Method ↗

What is W Manifesto?

W Manifesto sets out principles for a company that learns to manage itself. Autonomy does not remove accountability: people define goals, boundaries and decision rights. AI agents carry out work within those boundaries; people remain accountable for outcomes.

Concept by: Pavel Teichman · NVGTRS

The Manifesto states the principles. The Method translates them into how a company operates. A Sprint tests a specific change in practice.

W Manifesto · W Method · W Sprint