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Thinking on strategy,
product and AI
Practical perspectives from a senior team that ships — on building AI-native products, growing businesses and making better decisions faster.
How We Ship an AI-Native MVP in Six Weeks
A week-by-week breakdown of how we take an AI product from blank repo to live MVP in 42 days.
AI Is the Operating System, Not a Feature You Bolt On
Why the products winning right now treat AI as the core architecture, and how to design for it from day one.
Your MVP Shipped. Now Turn It Into a Growth Engine
An MVP proves the product can exist. Growth proves it should. Here is how we make the handoff.
Why Five Senior People Beat a Twenty-Person Agency
Headcount is a cost, not a capability. Here is why a small senior team ships faster and better.
How to Choose an AI Stack That Won't Rot in Six Months
The AI tooling landscape churns monthly. Here is how we pick a stack that survives the churn.
How to Scope an AI Feature So It Actually Ships
Most AI features die in scope, not in code. Here is how we draw the line so they ship.
Designing Trust Into AI Product UX
AI products live or die on trust. Trust is not a tone of voice — it is a design decision.
Why Your Roadmap Is Lying to You
Roadmaps feel like certainty but encode assumptions. Here is how to use them as hypotheses instead.
How We Run Async by Default
Fewer meetings, sharper decisions, and a team that actually owns its work. The practices behind how COMMS Digital operates.