11/06/2025
AGI isn't a switch, it's a spectrum of tasks, and for some tasks it is already here.
In the enterprise, the question is no longer whether GenAI works, it’s which strategies actually scale. Shelf’s Jan Štihec sat down with Deloitte’s Gary Arora to dig into what it really takes to succeed with GenAI in production: why many pilots stall (it’s almost never the model), how context engineering is replacing prompt engineering, and the KPIs that truly signal progress. These insights and more are in the full interview.
Watch the full video: https://buff.ly/YrUtdG8
Join Jan and Shelf's COO Colin on Nov 13 for a deeper dive into GenAI's #1 problem in the enterprise, missing context (and how to solve it). Register here: https://buff.ly/TEZJMvp