In a tech industry defined by speed, scale, and towering valuations, Michael Koch has emerged as a category creator rather than a follower. He is the architect of Hyperlocal Intelligence, a novel branch of AI now attracting attention from giants like OpenAI and Meta—not for sheer market dominance, but for a game-changing innovation.

The Birth of a New AI Category

While others have pursued ever-larger, generalized AI models, Koch and his company, HubKonnect, have gone small—focusing on systems that understand a neighborhood as intimately as a local resident. By merging global-scale neural networks with continuous streams of micro-geographic data, Hyperlocal Intelligence reacts instantly to cultural nuances, shifting economic patterns, and block-by-block behaviors. For enterprises, this means decision-making with unprecedented accuracy and timing.

“Big AI aims to know everything,” Koch said during a keynote at Web Summit. “Hyperlocal Intelligence focuses on knowing exactly what matters in a three-mile radius and acting on it instantly.”

The Interest from AI Powerhouses

Industry insiders confirm both OpenAI and Meta have approached Koch with leadership offers that could reshape their strategic direction. For OpenAI, this technology could give GPT real-time, location-aware intelligence. For Meta’s Super Intelligence Lab, Koch’s expertise offers a bridge between planetary-scale AI and hyperlocal responsiveness.

An Independent Force

Despite mounting attention, Koch keeps a low profile, quietly steering HubKonnect toward what could be a landmark IPO. Those close to him point to his disciplined strategy, competitive drive, and an operator’s instinct for market timing.

What’s Next

Whether Koch continues to lead independently or joins one of the tech titans, his next move could set a precedent for the industry. In an era chasing artificial general intelligence, his work suggests the real edge might come from precision at the hyperlocal level.