Silos
Legal checks, IT builds, leadership hopes
Without a shared decision framework, gaps emerge between requirements and implementation.
AI Governance Ecosystem
Not three parallel programs. One integrated decision and evidence framework.
EU AI Act, ISO/IEC 42001, GDPR, ISO/IEC 27001, ISO 31000 and soft law are handled as one coherent governance ecosystem and anchored operationally.
Why programs fail
Not technically, but organizationally.
Role confusion
Who is responsible for what?
Provider, deployer, user, integrator and service roles are often not separated clearly.
Audit gap
Evidence arrives too late
Documentation is created too late or does not fit existing structures and routines.
Ecosystem
Standards, roles, processes and culture connect.
Standards
ISO 42001, EU AI Act, ISO 27001, ISO 31000
Governance needs a shared foundation, not disconnected stacks of requirements.
Privacy
GDPR-ready rights and data flows
DSFA logic, data paths and AI-specific obligations are designed together.
Use cases
Decisions in focus
Governance is oriented around real AI applications and their operational impact.
Delivery
What we deliver.
Kickoff
QuickScan and scope
Inventory, risk classes, role model, evidence baseline and an actionable roadmap.
Setup
Operating model
RACI, governance bodies, policies, controls and integration into existing compliance structures.
Rollout
Enablement and routines
Training, communication, review cycles and pragmatic templates for daily operations.
Ongoing
Audit-ready improvement
Internal audits, documentation reviews, coaching, KPI monitoring and continuous improvement.
Approach
From use case to defensible evidence.
Inventory / risk / roles / evidence / rollout
Governance path
Each step connects operational practice with regulatory requirements and leads to audit-ready outcomes.
Capture use cases
Make scope and landscape of AI use cases visible.
Classify
Assign risk classes, triggers and obligations cleanly.
Roles and boards
Define RACI, decision paths and governance operating model.
Documentation and controls
Assessments, logs, minutes, PDCA and audit readiness.
Contexts
Where this ecosystem matters most.
Companies
Industry, finance, tech
Inventory, classification, operating model and integration into compliance structures.
Healthcare
Patient safety and liability
Clinical AI governance, human oversight and evidence for sensitive applications.
Public sector
Transparency and rule of law
Accountability architecture, citizen communication and legal robustness.
Universities
Teaching and research
AI usage policies, exam concepts and governance for international cooperation.
Entry
Governance does not have to be heavy. But it must be integrated.
A sensible start is a QuickScan with clear prioritization, evidence that connects to existing structures and a rollout path that does not overload the organization.