Field notes & analysis

Insights

Practical experience, legal frameworks, and operational insights from advising medium-sized companies on deploying artificial intelligence.

September 8, 2026·AI in Enterprise Operations

Shadow AI Audit: Find Risk and Useful AI Use Cases | HBC

How to identify unofficial AI tools, reduce data and trade-secret risk, and turn employee behavior into a practical AI roadmap.

September 2, 2026·Works Council and Co-Determination

When co-determination applies, which rollout sequence avoids delay, and how German employers can prepare for a workable agreement.

August 24, 2026·Regulation and Compliance

What applies now, what moved to 2027/2028, and four practical steps for companies deploying AI systems rather than building them.