Enterprise hits and misses - AI project lessons hit home, IBM acquires Confluent, and the future of robotics is up for debate

Lead story - five AI project lessons on the home stretch of 2025

Another year, another avalanche of AI press releases to stupefy overwhelm customers diginomica everyone with. So what have we learned? In this home stretch, let's break out five lessons from five new diginomica missives:

How Experian pivoted to responsible AI and grew its business in the process - George's use case surfaces lesson #1:

It is no longer enough to understand how models arrive at predictions. Enterprises must also find better ways to monitor the actions they take in production.

Indeed - as George explains, Experian did that by way of a Responsible AI Council. Lesson #2 comes via Sarah's How enterprise revenue leaders now look to AI as a strategic business decision enabler:

Where organizations are failing to provide these types of AI tools, they are having to deal with shadow AI, according to Nseir, where ...