You do not need a finished specification. A problem, an idea, or an uncomfortable “we know this should work better” is enough to begin.
A practical first step
Start with the problem, not the solution.
I work across software, infrastructure, delivery, and practical AI. That means we can look at the whole system and choose the simplest useful way forward.