I ran technology operations inside service firms for two decades — starting as Deputy CIO at AOL, then leading delivery and operations at five more companies across very different industries. Different sectors, different sizes, same problem in every one: smart people spending half their week on admin work that had nothing to do with why they were hired.

Dispatchers copying job details between systems by hand. Account managers rebuilding the same report every Monday. Estimators retyping specs into three different tools. Office managers chasing field crews for notes that never got logged.

AI finally got good enough to do something about it. Not in theory — in production. So I built PropelAI to design and build the software those organizations can't get built anywhere else: the defense contractor running a capture pipeline out of spreadsheets, the association whose two-person membership team is drowning, the property manager running two hundred units, the contractor whose best estimator spends Thursday afternoon on paperwork instead of job sites.