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Shield your agentic AI earlier than you wreck your agentic AI
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Shield your agentic AI earlier than you wreck your agentic AI

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Last updated: January 16, 2026 6:49 am
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Published: January 16, 2026
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Synthetic intelligence? It’s no mere software, however a functionality. And identical to a superhero discovering their powers for the primary time, you may’t count on an worker or group to grasp that newfound functionality with out rethinking every part—and making a little bit of a large number alongside the way in which.

On the annual Fortune Brainstorm Tech dinner throughout CES in Las Vegas, a panel of senior know-how executives deliberated the nuances of AI-driven change administration—and specifically, the place people should stay “within the loop” as agentic AI sweeps throughout the company world.

“[With] any know-how adoption, it’s tempting to … [take] the issues we’ve all the time executed and see how we will do it just a little bit in a different way and just a little bit higher,” mentioned Deloitte CTO Invoice Briggs. “What we’ve discovered with AI is, that’s a lure.”

Certain, impression and worth have been demonstrated in additional “bounded” locations inside organizations, Briggs added. However “we will’t use how we’ve all the time thought in regards to the world” to outline the strategy, he mentioned. “We’ve gotta actually basically problem what the outcomes are that we’re in search of and work backwards from there.”

You’ve additionally obtained to be lifelike and design the system for failure, mentioned Hari Bala, CTO of Well being Info Techniques at Solventum, the title of the healthcare firm spun off from 3M in 2024. Dot your Is; cross your Ts.

“How do you be sure to have kill switches? How do you be sure to have audit-ability?” he requested. “How do you do it in an automatic method whereas infusing AI by means of the reasoning and orchestration layer?”

And also you actually don’t wish to make a good larger mess than the one you’re attempting to wash up. A number of executives on the panel, which was moderated by Fortune’s Allie Garfinkle, agreed that there’s a high-quality line to stroll between embracing a revolutionary imaginative and prescient for future change and critically evaluating the effectivity of a gift operation.

“We watched the [technology] sprawl occur prior to now,” mentioned Lauri Palmieri, SVP of resolution engineering for Salesforce, citing service-oriented structure and microservices, two software program improvement fashions that promised higher methods to construct. “In case you let it get uncontrolled, you’re actually simply placing extra of a large number in place that you simply’re going to have to return and clear up later.”

Disney chief info and knowledge officer Susan Doniz concurred.

“An AI-first mindset is firstly about simplification,” she mentioned. “In case you’re simply automating what you’ve gotten, you would possibly simply be industrializing waste throughout what you’re attempting to do.”

“‘Industrializing waste’ or ‘weaponizing inefficiency,’” Briggs interjected with a smile. “Each issues are horrible.”

So what’s the answer?

Get a daring management staff, for starters. “There’s one thing to be mentioned to having robust management on the prime that claims, ‘Simply go,’” mentioned Palmieri of Salesforce.

Then get your knowledge sorted. “The information is the gasoline and the muse,” Disney’s Doniz mentioned. “In case you don’t have nicely orchestrated, built-in, protected, safe knowledge, you’re not going to have something to ingest that may really [make] your course of higher.”

And don’t let perfection be the enemy of the great, mentioned Briggs of Deloitte. “My all-time favourite quote is Lorne Michaels from Saturday Evening Reside: ‘We don’t go on as a result of we’re prepared; we go on as a result of it’s 11:30.’ So how will we power some urgency?”

For extra from the 2026 Fortune Brainstorm Tech dinner in Las Vegas, learn “From manufacturing unit flooring to places of work: Bodily AI is ‘going to be large’” by Sheryl Estrada.

This story was initially featured on Fortune.com

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