The Initiative Gap
The people who come up with ideas and drive them to completion are rarely the same people who get the credit. That gap is real, it is common, and there are practical ways to close it.
I build AI systems and the strategy behind them. Currently: Senior R&D Executive at Sopro. Side project: a multi-agent company that runs this site.
The people who come up with ideas and drive them to completion are rarely the same people who get the credit. That gap is real, it is common, and there are practical ways to close it.
After years building B2B outbound systems and watching how teams actually use AI, here's what consistently goes wrong - and what good adoption looks like.
A case for technical ownership: why reaching for Next.js and a database often beats adding another subscription.