Blog
Practical thinking on AI, systems and execution.
Notes for founders and operators who want AI to become useful business infrastructure, not another scattered tool collection.
Insight library
Short essays on finding valuable AI work, designing operating systems around execution and keeping strategy close to shipped reality.
AI Strategy
AI Readiness Checklist: What to Fix Before You Automate
A practical AI readiness checklist for leaders who want to assess process, data, ownership, risk and measurement before funding an automation project.
Read insightAI Systems
Build vs Buy AI Automation: A Practical Decision Framework
A decision framework for choosing between an off-the-shelf AI tool, a configured platform and a custom automation system.
Read insightAI Leadership
What Does a Fractional AI and Automation Officer Do?
How a fractional AI and automation officer turns scattered experiments into a prioritised roadmap, operating controls and working business systems.
Read insightAI Strategy
How to Find the First AI Opportunity Worth Building
A practical way to decide which AI opportunity should become the first serious build, and which ideas should stay experiments.
Read insightAI Systems
AI Systems Are More Useful Than AI Tools
The value of AI does not come from adding another tool. It comes from designing a system that connects context, decisions and follow-through.
Read insightFounder Execution
Founder Execution Starts With Better Operating Systems
Founders do not only need more motivation or better ideas. They need operating systems that make the right work visible, repeatable and easier to finish.
Read insightHave a business process that might be ready for AI?
Bring the workflow, constraints and desired outcome. Ivan will help you decide what is worth building first.