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The EU AI Act Compliance Playbook — What German Companies Must Do Now

February 19, 2026 · 9 min read
EU AI Act enforcement began February 2, 2025. Prohibited practices now carry fines up to €35 million or 7% of global turnover.

The Phased Timeline

February 2025

Prohibited practices enforceable

Social scoring, manipulative AI, real-time biometric identification

August 2025

GPAI obligations commence

Training data summaries, copyright rules, adversarial testing

August 2026

High-risk AI requirements apply

Conformity assessments, QMS, human oversight, technical documentation

The Risk Classification System

Unacceptable Risk (Banned)

Government social scoring, AI exploiting vulnerable groups, untargeted facial recognition, emotion inference in workplaces

High Risk

Biometric ID, critical infrastructure, employment, essential services access, law enforcement

Limited Risk

Chatbots, synthetic content, emotion recognition — transparency obligations required

Minimal Risk

Spam filters, search algorithms — no specific obligations

Fewer than 5% of German mid-market companies have a formal AI governance framework in place.

Five-Step Roadmap

  1. Build Your AI Inventory — Production AI, shadow AI, embedded AI in SaaS, vendor AI capabilities
  2. Classify Risk Ruthlessly — Map each system against risk tiers. When uncertain, classify upward.
  3. Gap Assessment for High-Risk — Evaluate against Articles 9–15: risk management, data governance, documentation, transparency, human oversight, cybersecurity
  4. Build Your QMS — Organisations with ISO 27001 can apply 60–70% of existing infrastructure. ISO 42001 bridges the gap.
  5. Operationalise Continuous Governance — Post-market monitoring, incident reporting, periodic re-assessment

Automating Compliance

AI governance agents enable shadow AI detection, automated risk classification, continuous documentation, drift and bias monitoring, and structured regulatory incident reporting. Organisations embedding governance agents reduce compliance overhead by 40–60%.

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