An Open Letter
On the gap between AI promise and reality
You've sat through the vendor demos.
They show you dashboards that would take 6 months to implement. They talk about "AI transformation" but have never managed a 6 AM sick call or dealt with a supplier who closes on Sundays.
You've tried piloting tools.
Your team used them for a week, then went back to the old way. Not because they're resistant—because the tools didn't actually solve the problems they face daily.
Meanwhile, your competitors are moving.
Tasks that used to take your team 6-8 hours now take them 90 minutes. And you're watching your best people burn out on work that's already been automated elsewhere.
The gap isn't the technology. It's having someone who gets both your world AND the tech world.
I spent 10 years running hospitality operations before I built software.
I know what 6 AM sick calls cost you. I've dealt with inventory systems from 2003 and suppliers who don't answer on weekends. I've managed 50+ person teams through seasonal chaos.
Then I became a product leader at an 18-year-old e-commerce company—and led them to 90% AI adoption in 3 weeks. Not with expensive enterprise platforms. With practical implementation that achieved 80% efficiency gains and zero layoffs.
AI should enhance your operations, not replace your people.
That's the work I do now. I help organizations that tech companies left behind—legacy businesses, nonprofits, service industries—figure out where AI actually makes sense and how to make it stick.
No gatekeeping jargon. No consultant dependency. Working systems in weeks, not months.
— Manav