It started by fixing the gaps inside my own family's service business.
My husband runs a family commercial cleaning company. The work was strong, but I kept watching jobs, time, and money disappear into gaps nobody was responsible for: leads that were not followed up, customers who were never asked to return, reviews that never happened, and operational work that lived in someone's memory.
So I started closing the gaps. I connected the lead flow, follow-up, reviews, customer communication, and day-to-day operations into a system that the business could actually run on.
In the first months, the business improved its margins by 70% and its profit by 230%. Same company. Same core service. Far less falling through the cracks.
That was the origin of R.A.I.: not AI for the sake of AI, but a measurable return from making the whole business work together.
Founder-led results from a family commercial cleaning business. Same crew, same service, closed leaks.