Custom AI thought-partner creates 95% success

Adam Froman, CEO of Delvinia, was one of the earliest leaders to experiment with a custom-designed AI engine built entirely around his own voice, thinking patterns, and intellectual point of view. Long before “AI copilots” became a buzzword, Adam wanted something more precise: a system that could help him think better in public. As a CEO frequently invited to weigh in on business, technology, and leadership, Adam’s challenge wasn’t ideas—it was converting raw thinking into consistently strong, publishable narratives without losing authenticity or speed.

Over the past year, AdamGPT has become an integral part of how Adam develops and publishes OpEds. His process begins offline, in conversation. Adam workshops ideas with a trusted journalist partner, pressure-testing angles and sharpening positions. Those notes then go directly into AdamGPT, where his custom AI persona helps transform fragments of thinking into a structured narrative and first-pass OpEd draft. Rather than replacing his voice, the system amplifies it—allowing Adam to iterate rapidly, refine arguments, and shape tone until the piece fully reflects his intent.

The results have been exceptional. Adam’s PR team reports that roughly 95% of his OpEds have been successfully placed—so consistently, in fact, that editors have asked him to slow down, even while expressing that they genuinely enjoy his work more than that of most other contributors. This isn’t volume for volume’s sake; it’s signal density. The combination of human insight, journalistic rigor, and a purpose-built AI writing engine has produced thought leadership that editors want and audiences trust.

Beyond publishing, AdamGPT has evolved into a broader thinking and preparation tool. Adam regularly uses it to prepare for interviews, simulate podcast conversations, and rehearse challenging questions. By pairing his custom AI persona with other large language models—such as Gemini or notebook-style LLMs—he can explore alternative framings, stress-test ideas, and sharpen responses before stepping into live conversations. The result is not scripted answers, but clearer thinking under pressure.

Adam’s experience illustrates what custom AI looks like when it’s done right. Not a generic assistant, but a long-term intellectual partner—designed around a leader’s real workflows, values, and voice. Nearly a year in, AdamGPT isn’t a novelty or a tool he “uses.” It’s part of how he thinks, writes, and shows up in the world. And as one of our earliest users, Adam’s success story offers a clear signal: when AI is designed to serve human judgment rather than replace it, the output doesn’t just scale—it compounds