About
AIDAQInsights™ was born out of a simple conviction: the world doesn’t need more AI hype—it needs evidence, accountability, and practical value. After decades in enterprise software, consulting, and launching healthcare AI products, I saw firsthand how innovation often outpaces due diligence, and how capital too often flows to loudest pitch rather than real-world traction.
I founded AIDAQInsights™ to bridge this gap—not just for investors, but for founders and customers who deserve more than surface-level validation. Our mission is to make AI investment (and adoption) more transparent, de-risked, and ethical, across every industry and use case.
Every product, partnership, and process is designed around a single belief: when you bring data, rigor, and trust to the table, you unlock impact that lasts. I’m building AIDAQInsights™ to help the next generation of AI leaders—on both sides of the table—raise the bar, move faster, and leave the world better than they found it.
— Matt Vegas, Founder of AIDAQInsights™
What Does “AI” Really Mean?
AI isn’t a single technology—it’s a spectrum. Today’s “AI” can be as simple as a chatbot answering FAQs, or as sophisticated as a proprietary, multi-modal foundation model powering entire industries. At AIDAQInsights™, we don’t take AI at face value. We look under the hood—distinguishing between automation, rules-based decisioning, true machine learning, generative models, and emerging innovations.
Why? Because not all “AI” delivers the same impact, risk, or value. Our mission is to cut through the ambiguity—giving investors and operators the clarity to know what’s hype and what’s truly transformative.
Why AIDAQInsights™?
The stakes in AI have never been higher. Markets move fast, regulations are shifting, and bad actors abound. Investors, founders, and enterprises need a partner that understands the nuance and reality of today’s AI landscape.
At AIDAQInsights™, we blend technical depth, hands-on experience, and an unwavering commitment to truth—ensuring every analysis is objective, actionable, and future-proof.
