How long does full AI governance implementation take?

A complete implementation of all 6 phases takes 12-18 months on average, depending on your organization size and complexity. However, you can start with the first phase (Awareness & Assessment) after just 2-4 weeks and create immediate value.

How do you scope the right governance approach?

The approach varies greatly per organization. Start with scope, AI inventory, risk profile, existing governance and evidence needs. Then decide which parts should come first.

No, we strongly advise against it. Each phase builds on the previous one: without awareness, policy has no support; without policy, nobody knows what to implement; without implementation, there's nothing to monitor. You can go through phases faster, but not skip them.

How do we know what maturity level we're at?

Use the Maturity Assessment Quiz on this page for an initial indication (takes 5 minutes). For a deeper assessment: score yourself on 5 dimensions: AI Inventory & Visibility, Policy & Governance Framework, Risk Management & Controls, AI Literacy & Culture, and Monitoring & Compliance.

What's the biggest risk of no governance?

The biggest risk isn't the fine, but reputation damage and loss of customer trust. Examples: biased AI discriminating, data breaches through AI model leakage, or AI hallucinations misleading customers. Governance prevents this and makes AI safer AND faster.

Do we need a dedicated AI governance team?

It depends on your organization size. Up to 500 employees: 0.5-1 FTE dedicated. 500-2000 employees: 2-4 FTE core team. 2000+ employees: 5-10 FTE. Important: the team orchestrates, but governance happens by everyone.

How do we get management buy-in?

Speak the language of the boardroom: ROI, risk, and competitive advantage. Show concrete risk scenarios with financial impact, benchmark against competitors, and frame it as business enabler. Start with 1 pilot use case to show that governance works.

Does this work for small organizations?

Yes! Small organizations even have an advantage: less bureaucracy and faster decision making. Adapt the roadmap with governance light, use templates and scale as you grow.

Phases: 6 | Maturity Levels: 6

AI Governance Roadmap

Your journey to mature AI governance

Follow the path from awareness to leadership. Discover bottlenecks, integrate AI literacy, and learn the steps to take.

Scroll to start the journey

What is an AI governance roadmap?

An AI governance roadmap is a phased plan that moves an organization from ad-hoc AI use to mature, demonstrably responsible AI management. Praxikon sets out six phases here: from awareness and assessment, through policy and implementation, to monitoring, optimization and leadership. Each phase ties AI literacy, policy and controls into one working governance system.

Governance Maturity Journey

From chaos to control - where does your organization stand?

Initial

Ad-hoc AI use

Aware

Risk awareness

Defined

Policy & processes

Managed

Monitoring & control

Optimized

Continuous improvement

Leadership

Industry leader

Discover Your AI Governance Maturity

8 questions • 2 minutes • Instant results

Fase 1 • Level 2

Awareness & Assessment

The start of your governance journey

2-4 weeks

Create organization-wide awareness and inventory your AI landscape. This is the foundation everything rests on.

Fase 2 • Level 3

Policy & Framework

Set the rules of the game

6-8 weeks

Develop your AI governance framework with policies, processes and guidelines that fit your organization.

Fase 3 • Level 3

Implementation

From paper to practice

3-4 months

Bring governance to life in your organization. Integrate with existing processes and build capabilities in teams.

Fase 4 • Level 4

Monitoring & Control

Keep your finger on the pulse

2-3 months

Implement continuous monitoring and controls. From model drift to compliance violations - you'll see it coming.

Fase 5 • Level 5

Optimization

Shift to continuous improvement

4-6 months

Governance isn't done - it evolves. Optimize processes and embed responsible AI in your DNA.

Fase 6 • Level 6

Leadership & Innovation

Become the benchmark

Ongoing

You're no longer following - you're leading. Share knowledge, innovate governance, and shape the industry.

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Open resources and guidance

Half day

Sessions on request

Half-day sessions for lawyers and sessions for boards on the AI Act and the GDPR

30 min

Strategy Call

Discuss your governance question in 30 minutes with Zahed Ashkara

Who helps you execute this roadmap?

Praxikon explains the EU AI Act and responsible AI, free and the same for everyone. If you want the roadmap carried out, Zahed Ashkara does it himself: a signed assessment maps your AI use, your role per system and a plan for the first 90 days, as external DPO with AI oversight he sets up and maintains policy, roles and the register, and you can also hire him for a project or on an interim basis. LearnWize (learnwize.ai) delivers the training and the evidence record for AI literacy, so phase 1 and the AI literacy components in every phase are demonstrably covered.

Frequently Asked Questions

Answers to the most important questions about AI governance implementation

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Guidance from awareness to leadership

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