The unglamorous work that actually moves revenue.
Most of what decides whether AI pays off lives in the 70% after the demo.
The 30% is the loud, easy part: the demo, the headlines, "adopt AI now," "SaaS is dead." The 70% is everything after you say yes. Nobody live-tweets it, and it is where the money is made or lost.
// the honest part: it pays off in the long run, but the AI shift costs real time and real money now, and your team has to be ready for it. that gap is the 70%, and it is the work I do.
The 70% Nobody Talks About, and Why I'm Writing About It
If you run operations and you're waiting for AI to settle down before you get involved, you're already behind. Why I'm writing in the open about the AI operations plumbing.
> read the essayI run my own practice, The Back-Office Club, a productized AI-operations practice for $500K to $50M companies. Everything I publish here is the thinking. The services are scoped separately, and that is on purpose.
The soft first step is OpScan: a 15-minute, async AI diagnostic that maps your stack and returns a 6-page Silo Score™ report. No call. // full disclosure: it's mine.
> see opscanThe 70%.
Operationalizing AI without the hype, every other week. One teardown, one framework, one honest take.