Neeraj Verma of NiCE on What Separates AI Pilots From Production

Neeraj Verma of NiCE on why AI pilots stall, building agents as small reusable units, and the scale problem personal agents are about to create.Full show notesThis one was recorded live at NiCE World 2026 in Orlando, and Neeraj Verma, Head of AI at NiCE, didn't dodge the hard parts. We started where most enterprise AI conversations should start and rarely do: the outcome. If you can't name what the technology is supposed to pay you back for, you're experimenting for experimentation's sake, and that's the pattern I see stalling pilots everywhere.From there we got into the fast-moving stuff — what an agent actually is, where skills fit, and why the smart move is building small, reusable units of work rather than monolithic agents. Neeraj made a point I keep thinking about: agents aren't humans, they're context engines, and they need small context to execute well. We also dug into guardrails and observability, and the real tension there — you have to have them, but not in a way that doubles your cost or ruins the experience.If you're a technology leader trying to move from pilot to production, or a CX leader watching personal agents start to change what "scale" even means, this is worth your time. The honest through-line: this wave will move faster than any before it, and it still takes real infrastructure and a continuous-innovation mindset to get right.What we coverWhy an outcome has to come before the AI buildWhat an AI agent is, and how skills package tools and processesBuilding small, reusable, modular units of work for agentsContext as compressed enterprise data — and why compression is the hard problemHarness engineering, and "agentic whack-a-mole"Compounding intelligence and what self-learning really means todayPersonal agents, agent-to-agent communication, and the coming scale problemGuardrails, observability, and keeping shadow AI in check STAY CONNECTEDSubscribe to the AI with Maribel Lopez audio podcast: https://www.buzzsprout.com/1947446Subscribe to my LinkedIn newsletter — AI Decoded with Maribel Lopez: https://www.linkedin.com/newsletters/ai-decoded-with-maribel-lopez-7312533413582827520/Lopez Research blog: https://www.lopezresearch.com/research/Follow me on LinkedIn: https://www.linkedin.com/in/maribellopez/Follow me on X: https://x.com/MaribelLopez