Frank Greco is a Java Champion and technology executive focused on AI/ML, enterprise computing, and turning emerging tech into measurable business value. He has led engineering, product, integration, pre-sales, and R&D teams across large enterprises and startups, with experience spanning Google, AT&T Bell Labs, the NY Stock Exchange, Lehman Brothers, and Sun Microsystems. A frequent speaker at major conferences (Tech Leader Summit, JavaOne, QCon, Devoxx, Devnexus, Jfokus), he chairs NYJavaSIG (10K+ members) and co-authored JSR-381, the Visual Recognition AI/ML API standard for Java.
AI is no longer a side experiment. It is quickly becoming a standard part of enterprise IT, both in how systems get built and how teams get work done. For CIOs, CTOs, and team leads, the hard part is figuring out which AI efforts will actually pay off without creating unnecessary risk for the company.
In this session, you will get a practical way to pick the right first pilots, define success metrics that matter, and avoid the most common traps. Those traps include leaking sensitive data, producing unreliable results, having no clear owner, and running pilots that never deliver real ROI. We will talk about how AI tools fit into everyday team workflows, how to balance value and risk so you know where to start, and what guardrails to put in place from day one. That includes data boundaries, human oversight, auditability, evaluation, and safe fallback behavior.
This talk is grounded in my experience leading an internal AI adoption initiative at a major internet company, helping hundreds of technical and non-technical employees adopt AI effectively. I will also share practical leadership lessons and firsthand anecdotes from managing the effort.
You will leave with a simple checklist and an action plan you can use right away to launch a secure, measurable AI pilot that your team can ship and your organization can scale.
Two and a half days of insightful sessions, inspiring ideas, and meeting your peers. Learn the skills and methods that will take your organization to the next level.
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