From the field, not the sidelines
Practical perspectives on enterprise AI, regulatory compliance, and digital transformation — written by practitioners building real products for regulated industries.
Why EU AI Act Compliance Needs Graph-Based Intelligence, Not Just Vector Search
Vector-only RAG scores 38.5% on EU regulatory questions. Graph-based TAMR+ scores 74% — and costs 50-800x less. Here is why the architecture matters for EU AI Act compliance.
The Hidden Cost of AI Adoption Friction: What 95 Enterprise Barriers Tell Us
After analyzing AI adoption across dozens of enterprises, we identified 95 distinct friction points spread across 8 transformation layers. Technical barriers account for less than 20% of failures.
From Digital Asset Management to Generative AI: A Practitioner's Journey
How managing 2,500+ digital assets at Amazon Ring and leading GenAI at Philips shaped the Content ERP vision. Real lessons on DAM, AI content creation, brand compliance, and the ROCC framework.
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