As part of The State of the AI Frontier 2026, AI Frontier Network invited leaders building and deploying AI in the real world to share where the frontier is actually moving. In this contribution, Amol Nirgudkar, CEO and co-founder at Patient Prism, gives a candid read on what changes in 2026 — and what to watch.
On the capability that will reach the mainstream
Real-time agents that act the moment a human drops the ball. In healthcare, a patient calls, the front desk misses it, and that lead is gone forever. AI that detects the miss and follows up within seconds is production-ready today, and almost nobody has priced in what it does to revenue. Speed-to-lead automation is going to be the quiet difference between businesses that grow and businesses that bleed.
On AI and decision-making
We hire fewer people for repetitive work and more people who can think and own outcomes. AI handles the volume, the listening, the flagging. Humans own judgment, relationships, and the hard calls. I want my team spending their energy on the conversations that change a deal, not on tasks a model should have handled an hour ago.
On the most underestimated risk
That bigger models alone solve the business problem. Leaders keep buying horsepower when the real value is in the last mile: clean data, tight workflows, and actually acting on the insight. We see it all day long. A company with average AI and great execution beats a company with frontier AI and no follow-through, every time.
On the advice that matters now
The bar moves from "can the model do it" to "will it do it reliably in my workflow, every time, without a human babysitting it." We spent years proving AI was smart. Now the whole game is trust and integration. The teams that win in 2026 are the ones who stop treating AI like a demo and start treating it like an operator that has to show up and perform on day one.
On the trend worth watching
Speed to lead. The time between a missed opportunity and a real follow-up. Today the average business measures that in hours, or never. By December 2026, the leaders in any service industry will measure it in seconds, and that gap is going to separate the winners from everyone else. The bigger shift is that AI agents start handling the interaction in the first place, abstracting away routine moments like missed calls entirely, so there is no lost lead to chase because it never got dropped.
