Thoughts on IT project management & AI
Practical insights on freelance IT project management, AI-driven delivery methods and what actually works in complex technology projects.
AI in Portfolio Management: What 300 PMO Leaders Say About AI Agents
A survey of 300 PMO leaders shows that 91% use AI, yet many cannot see its costs or tell AI work from human work. Here is what to fix first.
Why Embodied AI Models Change Everything for Industrial Automation
Embodied AI models move robots from scripted tasks to adaptive reasoning. Learn what this shift means for industrial automation and why governance must start before deployment.
When AI Models Turn Against Open Source
AI models have become vectors for malware distribution in open source ecosystems. Here is what changed and how to protect your projects.
How AI Is Transforming Space Exploration — And What IT Projects Can Learn From It
Space missions are the ultimate test of AI-driven project management. From Mars rovers navigating autonomously to ISS predictive maintenance — here is what the space industry teaches us about structured, AI-enhanced delivery.
5 AI Tools Every IT Project Manager Should Use in 2026
AI is reshaping how projects get delivered. Here are the five AI-driven tools a freelance IT project manager should be using in 2026 — and how they fit into a structured delivery workflow.