Built for operators.
Not AI tourists.
New technology is easy to talk about. Running a business is harder. MonkeyProof AI starts with the latter.
Technology should work for the people doing the work.
MonkeyProof AI is grounded in hands-on business operations—from multi-unit restaurant management to owning and operating a wellness business.
We know what it feels like to manage a team, recover a missed booking, deal with a broken process, or spend the evening catching up on reports that should have been easier.
That's why we focus on practical workflows, human oversight, and clear measures of success rather than technology for its own sake.
How we work →James Michaels.
Operator first.
James founded and operates Floatopia Float Spa & Salt Cave on Long Island. Before that, he spent 17 years in multi-unit Dunkin' operations. His wider professional experience includes working for franchisees of Smashburger and Pollo Campero.
His work also includes building Monkey Proof Finds ↗, an AI-assisted eBay resale workflow with human quality checks, and collaborating on Brian Orlando's website ↗.
Those experiences guide MonkeyProof AI's approach: understand how the work actually gets done, identify the expensive friction, and introduce technology that helps people perform better.
Dunkin', Smashburger, and Pollo Campero references relate to franchisee employment and do not imply corporate endorsement or that these brands are MonkeyProof AI customers.
Find opportunities in your operation →Good AI should
earn its keep.
Practical beats flashy.
A reliable, boring workflow that saves time beats an impressive demo nobody uses.
People come first.
Tools should support good decisions, not hide uncertainty or remove necessary accountability.
Results need a baseline.
Time saved, fewer errors, better response times—we agree on what matters and then measure it.