Responsible AI Platform
Pillar 2026 ยท AI literacy

AI Literacy Roadmap 2026

From Dutch DPA urgency to demonstrable compliance โ€” the complete plan for organisations to meet Article 4 EU AI Act in 2026, executed on the AI Academy platform.

Discover in 5 minutes where your organisation stands

The urgency is undeniable

Why 2026 is the tipping point

The Dutch DPA is ringing the bell. Article 4 has been in force since February 2025. The Implementation Act is now in consultation. Organisations without a plan in 2026 carry material risk.

AI Impact Barometer red

In the 6th RAN report the Dutch DPA marks the Dutch AI state red. AP chair Wolfsen: "Anyone who wants to prevent a new scandal must act now."

Article 4 is enforceable

Since 2 February 2025 organisations are legally required to demonstrably ensure AI literacy for everyone working with AI โ€” including the supply chain.

Fines up to โ‚ฌ15 million

Article 4 is covered by sanctions up to โ‚ฌ15m or 3% of global turnover. The AP and sectoral supervisors will test on evidence.

Implementation Act in consultation

Public consultation on the AI Regulation Implementation Act runs until 1 June 2026. Afterwards the Dutch supervisory model becomes definitive.

Timeline

How the AI literacy clock ticks

From the moment Article 4 became enforceable to the first full Dutch DPA inspection round โ€” the coming 18 months are decisive.

02 Feb 2025
Article 4 in force
Mar 2025
AP guidance published
Aug 2025
High-risk obligations activated
Apr 2026
Implementation Act in consultation
Jun 2026
Consultation ends
Q4 2026
First inspection rounds

What the Dutch DPA actually asks

The AP has already done the work for you

The Dutch Data Protection Authority published a guidance document, a practical guide and a conference session specifically on AI literacy. This roadmap translates their four-step model into a 12-month work plan โ€” iterative, not one-off.

1
Identify

Map which AI systems are in use, by whom, for which purpose โ€” including shadow AI and procured tools with AI components.

2
Set goals

Determine the level of AI literacy required per role: end-user, buyer, manager, compliance officer and executive each get different requirements.

3
Execute

Train, practice, document. Practice-based training with case studies demonstrably outperforms one-off theory sessions.

4
Evaluate

Measure the level, secure documentation and repeat the cycle. The AP expects an iterative process, not a one-time certificate.

Source: AP guidance "Getting started with AI literacy" (March 2025) and AP supervisory conference session "Building further on AI literacy" (session 6).

Role matrix

Not everyone needs the same level

The AP is explicit: AI literacy is role-dependent. A compliance officer needs different skills than a marketing team member. This matrix is the starting point for the competence profiles in Q2.

Board / Management
Level: Strategic
Core competencies
  • AI Act essentials
  • Risk liability
  • Fine exposure
  • Governance accountability
Compliance / Legal
Level: Expert
Core competencies
  • Article knowledge Art. 4-27-50
  • FRIA & DPIA
  • Incident reporting
  • DPA interaction
HR / Learning
Level: Tactical
Core competencies
  • Competence profiles
  • Training plan
  • Certificate administration
  • Shadow AI policy
IT / Architecture
Level: Technical
Core competencies
  • AI inventory
  • Data quality
  • Model governance
  • Vendor assurance
End user
Level: Operational
Core competencies
  • Prompting basics
  • Recognising bias
  • Gen-AI do's & don'ts
  • When to escalate
Procurement / Vendor
Level: Contractual
Core competencies
  • Provider vs deployer
  • Art. 50 transparency
  • SLA & audit right
  • Vendor declaration

The roadmap

Your 12-month plan for 2026

Four quarters, four concrete work packages. Each quarter builds on the previous โ€” from inventory to demonstrable certification.

Q1 2026 ยท Phase 1

Inventory & baseline

Clearly map which AI your organisation uses and where the literacy gaps are.

Deliverables
  • AI register of all systems in use (including SaaS with AI features)
  • Role matrix: who uses what, with what impact on affected people
  • Baseline AI literacy measurement per team (quiz or assessment)
  • Gap analysis: current vs. required level per role
Q3 2026 ยท Phase 3

Roll out training at scale

Roll out targeted training at scale โ€” demonstrable, trackable and with certification per employee.

Deliverables
  • 14 interactive training modules (end-user to executive)
  • Sector-specific case studies (HR, finance, healthcare, public, legal)
  • Progress dashboard for HR/compliance
  • Certificate per employee + organisation-wide compliance report
Q4 2026 ยท Phase 4

Evaluate & demonstrably secure

Close the cycle: re-measure the level, secure documentation, prepare for inspection or audit.

Deliverables
  • Re-measurement AI literacy โ€” at least 85% achieved on required level
  • Complete audit trail: who, what, when, with what result
  • Annual evaluation report for board and supervisor
  • Embedding in HR onboarding + annual refresher

Platform deep-dive

What does a compliant training environment look like?

A plan on paper is step one. The real work โ€” demonstrably training, measuring and certifying hundreds of employees โ€” requires the right tooling. Below are the characteristics the DPA expects, illustrated with the AI Academy platform.

14
Modules from basics to expert
5
Sector-specific case studies
NL + EN
Fully bilingual
100%
Demonstrable per employee

The 14 modules, in three layers

Every employee starts at the basics and climbs to the level their role requires. The dashboard shows progress in real time.

Basics (everyone)
  • 1. What is AI and what is it not
  • 2. EU AI Act in 10 minutes
  • 3. Article 4: your personal obligation
  • 4. Prompting & basic generative AI use
  • 5. Bias, hallucination & critical use
Role-specific
  • 6. HR & recruitment โ€” high-risk
  • 7. Financial sector โ€” credit scoring & fraud
  • 8. Public sector โ€” FRIA & algorithm register
  • 9. Healthcare & MDR alignment
  • 10. Legal โ€” Article 50 & transparency
Organisation & board
  • 11. Setting up a governance model
  • 12. Incident reporting & escalation
  • 13. Vendor assurance & supply chain
  • 14. Annual evaluation & AP inspection readiness

Essential features of an AI literacy platform

Learn by doing

Interactive case studies, quizzes and mini-assessments per module. Not passive video watching โ€” active practice with real-life scenarios.

Management dashboard

HR and compliance see in one screen: progress per employee, team heatmap, risk roles not yet ready, certificate status.

Official certificate

A time-stamped certificate per employee โ€” linkable to your HR system, exportable as evidence during DPA inspection.

Bilingual (NL/EN)

All content in Dutch and English. International teams can work in parallel, Dutch law is referenced correctly.

GDPR & EU-hosted

Data stays in Europe. No training data leaves to third parties. Role-based access, SSO available for enterprise.

Fast onboarding

Team of 50? Everyone invited in 30 minutes. Team of 500? Bulk import + automatic role assignment.

How the Academy maps one-to-one to the roadmap

Roadmap phase
What the Academy delivers
Q1 โ€” Inventory
Assessment module + gap analysis export
Q2 โ€” Set goals
Competence profile mapping โ†’ modules per role
Q3 โ€” Execute
14 modules + sector cases + live dashboard
Q4 โ€” Evaluate
Re-measurement + certificate export + audit report

The evidence the Dutch DPA expects

Every completed path ends in an official certificate. Time-stamped, linkable to HR systems, with a unique verification URL โ€” so inspectors can independently verify.

AI Academy โ€” Official certificate
This is to certify that
Jeroen de Vries
has completed the full AI literacy training track under Article 4 EU AI Act, with a focus on the legal sector, scoring an average of 87%.
Date
2026-11-14
Modules
14 / 14
Verification
AIA-2026-JDV-8F3C
Explore the platform

Browse the modules, dashboard and certification flow

Assessment criteria

Three criteria the Dutch DPA checks for

Demonstrable per person

Not "the team had training" but "Jeroen completed module 6 on 12 March with score 82%". Inspectors expect this level of detail.

Based on DPA guidance

Training that follows the four steps from the DPA guide โ€” identify, set goals, execute, evaluate โ€” has the best chance during an inspection.

Role and sector-specific

An HR professional needs to recognise different risks than a lawyer. The DPA expects training that fits the role, not one uniform "AI 101".

Frequently asked questions about the roadmap

Why a roadmap and not a one-off training?
The Dutch DPA is explicit: AI literacy is an iterative cycle of identify, set goals, execute and evaluate. A one-off training does not satisfy Article 4 โ€” you must secure the level sustainably and be able to demonstrate it.
What is the difference between this roadmap and the Article 4 obligation?
Article 4 imposes the obligation; the AP guidance provides the method; this roadmap translates both into a concrete 12-month work plan. The AI Academy is the execution instrument that makes Q3 and Q4 practical.
Can I execute Q3 and Q4 internally without a platform?
Yes. The roadmap is usable independently. Organisations with sufficient internal expertise can develop their own training materials. A platform like the AI Academy saves time because modules, assessments and certification are ready to go โ€” but it is not a requirement.
How do I choose a suitable training platform?
Look for three things: (1) the content follows the DPA guidance and Article 4, (2) progress is measurable and exportable per employee, (3) certificates are independently verifiable. Request a demo from multiple providers and compare on these criteria.
How do I prove compliance during a DPA inspection?
You deliver three things: (1) your AI literacy plan with role matrix, (2) the AI Academy dashboard exports per employee and team, (3) the Q4 evaluation report. Together this forms a verifiable evidence trail.
Is this suitable for SMB or only enterprise?
Both. The roadmap scales: a 15-person organisation completes Q1 in a week; a 1,500-person organisation spends a quarter on it. The AI Academy platform offers team and enterprise plans for organisations of any size.
Where do our learning data and certificates live?
All data is EU-hosted. Certificates are cryptographically signed and verifiable by third parties via a unique URL โ€” including by a supervisor during inspection.

Start your implementation today

Inventory your AI systems, test your team's knowledge level, and begin with phase one of this roadmap.

Sources