Governance Assessment
Maturity assessment for AI usage, risks, roles, policies, technical controls, and regulatory gaps.
IT Consultant for regulated AI usage
AI governance that enables innovation.
I help organizations implement AI securely with robust policies, clear responsibilities, auditable processes, and technical implementation that works in practice.
Why AI Governance
From AI experiments to manageable systems.
Many organizations already use AI, but responsibilities, data flows, approvals, and evidence are often fragmented. Effective governance brings structure to this landscape without slowing teams down: it connects strategy, compliance, security, and engineering into a practical operating model.
Services
Consulting across the entire AI lifecycle.
EU AI Act Readiness
Classification of AI applications, obligation analysis, documentation structures, and implementation planning for affected teams.
AI Management System
Development of policies, control catalogs, approval workflows, model inventories, and auditable evidence structures.
Secure AI Delivery
Technical guardrails for data access, prompt and model risks, monitoring, vendor assessments, and production AI workflows.
Approach
Structured enough for audits, pragmatic enough for teams.
1
Assess
Make AI use cases, stakeholders, data, vendors, and risks transparent.
2
Decide
Define the governance model, roles, control depth, and priorities aligned with the organization.
3
Implement
Integrate policies, workflows, technical controls, and evidence into existing processes.
4
Operate
Establish monitoring, review cycles, training, and continuous improvement.
Outcome
Clarity for management, compliance, and engineering.
- Prioritized roadmap for AI governance and regulatory implementation
- Transparent risk and control structures for internal audits
- Technical guardrails for secure AI projects and vendor governance
- Pragmatic policies that teams can actually apply
Contact
Ready for resilient AI governance?
An initial discussion helps determine which AI use cases, risks, and regulatory requirements should be addressed first.