On the 28th episode of Enterprise Software Innovators, host Evan Reiser (Abnormal Security) talks with Naresh Shanker, former CTO of Xerox and CEO of PARC. Xerox is a foundational computing and technology company with over 20,000 employees and multiple spinoff companies operating at the frontier of modern technology. Before running IT and product teams at Xerox, Naresh was formerly the CIO at HP, Palm, and other notable companies. In this conversation, Naresh describes AI’s impact on enterprise software, the importance of data strategy for successful AI applications, and how technology executives can empower teams using AI solutions.

Quick hits from Naresh:

On the areas AI can make global impacts: “AI is going to continuously evolve into the acceleration of GenAI and start marrying this bridge between the whole human condition as well as context. When you start putting this together, you're going to start looking at things like its applicability in the field of energy efficiency. So smart cities, smart water, smart transportation, these spaces are going to start accelerating at a global level.”

On understanding data as it relates to AI: “There is going to be data that's going to be what I call foundational to these models, to these learning-based models that can actually help advance certain capabilities that are much more commoditized. Then there is going to be a whole layer of specialization. That specialization has nuances because there is going to be foreground IP, background IP, meaning intellectual property. And then there are going to be all of the policies, regulatory aspects that govern that data. Then there are security and regulatory requirements. All of that has got to get layered. The way we break down this challenge is to just make sure that the data can be what I call classified, segregated, compartmentalized in a way that it can actually serve as building blocks around what is truly a commodity to advance a set of capabilities versus what is going to be very specialized to be a differentiator in specific industries to advance specific sciences.”

On the importance of AI frameworks: “We are going to see more deep tech. Where there is going to be a combination of sensing technologies coupled with very strong AI. That pivot is going to be very critical. So putting in place the right frameworks that can take advantage of both these agile frameworks and hardware and software ecosystems so that we can iterate quickly, learn from failures and adapt to these changing market conditions globally is going to be super critical.”

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Enterprise Software Innovators is a show where top tech executives share how they innovate at scale. Each episode covers unique insights and stories that will help you succeed as a technology leader. Find more great lessons from tech leaders and enterprise software experts at www.enterprisesoftware.blog.

Enterprise Software Innovators is produced by Luke Reiser and Josh Meer.