Agora · FR

Michael Coughlan

I’m reorienting my career toward building systems that solve friction points in organisations.

These projects started as solutions to my own friction points. They show the same approach: small, inspectable systems that keep data local when it matters and stay deterministic where correctness counts.

Projects

ProfileForge·RunLens·sleep-analysis·stillroom

Happy to walk through any of these in more detail.

Questions for you

What friction points are you currently seeing in your organisation?
Where does AI or automation usually get stuck (data sensitivity, workflow fit, something else)?
What kinds of roles or builders are you actually looking for in this space?