Practical adoption inside real organizations.
Jeremy Thomas is COO at INTO and an AI-native operator focused on practical adoption inside real organizations.
His work sits where strategy, operations, systems, customer experience, hospitality technology, call centers, applied automation, and organizational design meet the messy reality of execution.
He writes and builds for executives and operators who need to turn AI from vague mandate into operating capability without hype, theater, or organizational self-deception.
What actually changes when AI moves from demo to operations?
Public territory
Practical AI adoption, AI-native operations, workflow ownership, customer operations, governance, measurement, and executive decision making under uncertainty.
Follow the work
New long-form notes live at The Hidden Variable. Professional contact starts on LinkedIn.