Enterprise AI Adoption Canvas

B1 · Mandate

Executive Mandate

Who sponsors the program from above? Without a clear mandate from leadership, the program will not scale.

Executive sponsor (name and role)

Formal mandate

Executive support level

What can this sponsor unblock?

B2 · Governance

Governance Model

Who decides what? Governance prevents AI from becoming an IT project with no business impact.

Governance structure

Who approves which agents are built?

Who can pause or stop a deployment?

Governance functions

B3 · Org. Value

Organizational Value Proposition

Not the agent's value — the value to the business. What new capabilities will the organization gain?

New organizational capability

What does the human team stop doing?

Expected competitive advantage

Impact horizon

B4 · Stakeholders

Impacted Stakeholders

Beyond the end user. Who loses power? Who gains? The map of allies and resistances is critical.

Departamento / Role

Position

Departamento / Role

Position

Departamento / Role

Position

B5 · Urgency

Competitive Urgency

A nimble competitor can displace you from a niche in months. Calibrate the opportunity window.

Estimated opportunity window

What is the competition doing?

Urgency level vs. risk of rushed change

Urgency

5

Change capacity

5

Risk of inaction

B6 · Roadmap

Adoption Roadmap

Deployment phases. The change is significant — gradual, not immediate. Define milestones and decision gates.

1

Pilot

2

Expansion

3

Scale

Decision gate between phases

B7 · Change

Change Management

IT cannot lead adoption alone. Cultural and organizational change needs its own plan.

Change management owner

Key identified resistances

Internal communication plan

Change levers activated

Incentives tied to adoption Internal ambassador network Early adopters identificados Success stories shared Open feedback channel Leadership leads by example

B8 · Enablement

Enablement & Culture

Technology alone is not enough. Training, experimentation culture, and internal communities determine the real pace.

Training plan by profile

Enablement infrastructure

Experimentation sandbox Community of practice Prompt / use case library Internal support (AI help desk) Hackathon / Innovation days Training completion KPI

AI culture actions

B9 · Metrics

Organizational Adoption Metrics

Not the agent's metrics — the metrics showing change is happening in the organization.

0%

Measurement cadence

B10 · Review

Program Review Cadence

The balance between accelerator and brake. Who reviews the program, when, and what can stop it?

Who reviews the agent portfolio?

Executive review frequency

What can pause or stop the program?

Continuous feedback mechanism

Program Guardrails

GDPR / Privacy EU AI Act Bias review External audit Plan de rollback Human-in-the-loop defined

AI Adoptionbefore you build

Executive Mandate

Governance Model

Organizational Value Proposition

Impacted Stakeholders

Competitive Urgency

Adoption Roadmap

Change Management

Enablement & Culture

Organizational Adoption Metrics

Program Review Cadence

AI Adoption
before you build