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Asolica > Blog > Business > Why United Leases’ CTO tried to interrupt his personal AI agent earlier than giving it to hundreds of workers | Fortune
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Why United Leases’ CTO tried to interrupt his personal AI agent earlier than giving it to hundreds of workers | Fortune

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Last updated: February 4, 2026 6:39 pm
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2 months ago
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Why United Leases’ CTO tried to interrupt his personal AI agent earlier than giving it to hundreds of workers | Fortune
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When Tony Leopold, the chief expertise and technique officer at United Leases, held a hackathon to check out a brand new synthetic intelligence agent, he mentioned he needed to clear one remaining hurdle earlier than debuting the instrument on the gear rental firm’s annual administration assembly in January.

Contents
  • NEWS PACKETS
  • ADOPTION CURVE
  • JOBS RADAR

“I am personally going to interrogate it and ask it every question I can throw at it,” Leopold remembers of his mindset earlier than going into the four-hour hackathon. “I’m going to try to break it.”

However with three months of pilot testing previous his stress testing efforts in December, Leopold felt assured sufficient to publicly announce on Wednesday the launch of the corporate’s new “Business Intelligence Agent,” which United Leases constructed with cloud-software firm Snowflake. The instrument is now accessible to hundreds of frontline workers throughout greater than 1,600 branches that lease gear serving the development business, industrials, utilities, and residential prospects.

The instrument permits workers to investigate financials, buyer knowledge, and operational questions utilizing natural-language prompts, corresponding to “which of my sales representatives are discounting the most?” or “which customers should I focus on today to collect revenue?” Beforehand, this data was shared by company reviews or dashboards that an worker needed to toggle by manually. With AI, United Leases hopes to hurry up the information-gathering course of. 

Leopold, who joined United Leases in 2010 and held a wide range of management roles earlier than ascending to his present title late in 2024, says his framing is vital. “We’re calling it the beta phase, because the one thing that’s very important—in particular with AI agents—is they’re not always perfect,” he provides. 

United Leases and Snowflake developed a “thumbs up, thumbs down” function to encourage constant consumer suggestions, leveraging Snowflake’s Cortex Code, an AI coding agent designed to hurry up the event, testing, and iteration of AI brokers. When suggestions is constructive, the Enterprise Intelligence Agent will floor related responses sooner or later, at a sooner tempo. However for responses that fail to retrieve the suitable data, Leopold’s IT group works behind the scenes to tweak the immediate engineering and make sure the proper knowledge is accessible to be retrieved to handle the consumer prompts.

This displays an method that’s developed as extra companies deploy AI, particularly as extra advanced agentic functions acquire some traction. It isn’t sufficient to launch a brand new AI instrument and make it accessible to hundreds of workers with a touch of coaching. On the again finish, technologists like Leopold are constantly mining human suggestions and pushing by common updates. 4 out of each 5 customers of the Enterprise Intelligence Agent give it a thumbs up. “But we want 100%,” says Leopold. “That’s our aspiration.”

For Snowflake, which has not too long ago inked separate $200 million offers with AI startups Anthropic and OpenAI to combine their giant language fashions immediately into its platform, working with shoppers like United Leases might assist flip the tide on Wall Avenue’s fears that the corporate’s AI-based instruments usually are not flourishing sufficient to satisfy investor expectations.

And for United Leases, which ranks No. 285 on the Fortune 500, the brand new AI agent builds on a slow-yet-steady embrace of AI. The corporate largely stayed on the sidelines in 2023, within the wake of the late 2022 debut of ChatGPT, adopted by some pilots in 2024 and expanded into broader deployments final 12 months. AI instruments that Leopold has rolled out embrace an inside chatbot constructed on Anthropic’s Claude, which had 4,000 customers within the final month (United Leases has shut to twenty-eight,000 workers in complete).

Final 12 months, United Leases additionally debuted “Manual Assist AI,” an utility constructed with Amazon Net Providers that enables service groups to entry hundreds of pages of manuals and tackle gear points way more rapidly than in the event that they needed to name a hotline or thumb by the paperwork by hand. Leopold launched the instrument in July and inside simply two months it had reached 4,000 month-to-month customers. 

He says that historically, it could have taken as much as 18 months to succeed in this stage of penetration. AI’s consumer interface, Leopold says, is “so much more intuitive that I think the adoption potential is so much higher than what we had through traditional web applications.”

United Leases’ AI investments deal with three core priorities. There’s the dealing with of administrative duties, knowledge entry, and different enterprise work on the firm’s huge rental community. Then, there may be an effort to make the net digital expertise extra seamless for purchasers, which incorporates the event of an AI search technique to optimize content material for ChatGPT, Gemini, and different LLMs. AI commerce is within the earliest phases of growth and types like United Leases are solely simply starting to wrap their heads across the idea.

Lastly, the corporate is deploying AI instruments for company workers. One utility at the moment within the combine is the usage of AI to assist draft worker efficiency opinions. United Leases invested in some coaching to encourage this use case, teaching 1,500 workers in a single week.

“2025 was really learning how to scale, how to do it securely, how to do it with enterprise data and connecting into legacy systems—not  just chatting on an enterprise agent,” says Leopold. “2026 and 2027 is where we’re really starting to harvest some of those wins.”

John Kell

Ship ideas or recommendations to CIO Intelligence right here.

NEWS PACKETS

Are the AI layoffs actual? Whereas employees concern that AI could also be coming for his or her job—and Amazon’s resolution final week to minimize round 16,000 company jobs would appear to justify that narrative—the exhausting knowledge isn’t but displaying that the expertise is resulting in huge unemployment. As an alternative, some say that companies are embracing “AI washing,” i.e. blaming AI for his or her layoffs as a result of they need to justify their lofty investments within the expertise to traders. The Wall Avenue Journal not too long ago reported that U.S. corporations which are enacting layoffs are nonetheless resetting their workforce ranges after a increase in hiring throughout the pandemic, whereas Yale has not too long ago printed analysis that claims the consequences of AI on the labor market stay “largely speculative.” And analysis agency Gartner printed a report this week that predicts 50% of corporations that minimize customer support workers resulting from AI will rehire employees to carry out related duties, however below totally different titles, by 2027.

SpaceX buys xAI forward of deliberate IPO. Final 12 months, Elon Musk merged his AI firm XAI together with his social media platform X in a $33 billion, all-stock deal. And he’s at it once more, with Musk’s rocket firm SpaceX buying xAI in a deal that values the mixed firm at $1.25 trillion, in line with Bloomberg, who says that the brand new mixed agency can be planning an preliminary public providing later this 12 months. Musk justified the deal by saying that AI applied sciences are at the moment primarily based on terrestrial knowledge facilities however that rising demand for electrical energy can’t solely be met on the earth. “In the long term, space-based AI is obviously the only way to scale,” says Musk, making the case that harnessing solar energy might gas these futuristic knowledge facilities. 

OpenAI can be reportedly mulling an IPO in 2026. The Wall Avenue Journal reviews that ChatGPT operator OpenAI is contemplating an IPO and want to go public forward of its rival Anthropic to be the primary main generative AI startup that debuts on the general public markets. The timing comes as some traders are questioning the valuation of those scorching AI startups which have raised billions and but haven’t come near turning a revenue. OpenAI is at the moment valued at $500 billion, however has mentioned it doesn’t anticipate to be worthwhile till 2030. Nonetheless, traders aren’t fully dissuaded by the story: the Info has reported that Nvidia, Microsoft, and Amazon are in talks to take a position as a lot as $60 billion into OpenAI in a brand new funding spherical.

Traders are beginning to choose AI winners and losers. This earnings season, traders are beginning to present indicators of apprehension about AI’s funding thesis, placing strain on among the largest tech corporations which have spent huge to win the AI struggle. Final week, Microsoft’s shares took a dive and skilled their worst week since March 2020 after the corporate mentioned it anticipated to spend greater than $100 billion in capital spending this 12 months. However rival Meta Platforms, which mentioned capital spending for this 12 months could be 20% greater than Wall Avenue expectations and almost double 2025’s funding, noticed shares leap on report fourth-quarter gross sales. One pocket of tech that has confronted plenty of strain have been software program corporations, with the shares of corporations like SAP, Salesforce, and ServiceNow all stung the final six months, as Reuters reviews, due to rising fears that AI might disrupt their enterprise fashions. These shares took yet one more tumble on Tuesday.

ADOPTION CURVE

Bodily AI is rising quick, however particularly within the Asia-Pacific. Practically 60% of corporations report a minimum of restricted use of bodily AI and inside two years, that determine will improve to 80%, in line with a Deloitte survey of three,235 director- to C-suite stage respondents. Bodily AI is a type of industrial automation that mixes AI and machine studying with sensors, controls, and robotics. The pitch to traders and enterprises is that bodily AI can carry out troublesome duties extra effectively than employees, particularly key because the manufacturing sector constantly faces labor shortages.

Adoption is highest within the Asia-Pacific, the place 71% of respondents report a minimum of minimal use of bodily AI, in contrast with 56% in each the Americas and Europe, Center East, and Africa. The use instances which are anticipated to have the best influence embrace intelligence safety techniques/sensible monitoring (21%), adopted by collaborative robotics (20%), digital twins (19%), and web of things-driven retail (16%). 

Jim Rowan, Deloitte’s chief of AI, tells Fortune that employers must rethink what duties will stay with employees when AI-enabled automation proliferates. That is much like the dialog that is occurring across the obligations for data employees.

“In the office, we’re talking about agents amplifying the human’s capability, the workflow that they do, and the time they spend on creative tasks versus manual tasks,” says Rowan. With bodily jobs, “we have to do a better job defining what the roles need to be and rethink those job descriptions,” he provides.

JOBS RADAR

Hiring:

– NYC Administration for Kids’s Providers is looking for a CIO, primarily based in New York Metropolis. Posted wage vary: $240K-$250K/12 months.

– Residence Market Meals is looking for a senior director of IT, primarily based in Norwood, Massachusetts. Posted wage vary: $225K-$280K/12 months.

– MAG Aerospace is looking for a senior director of IT, primarily based in Fairfax, Virginia. Posted wage vary: $129.5K-$240.5K/12 months.

– Charles R. Drew College of Drugs and Science is looking for a CIO, primarily based in Los Angeles. Posted wage vary: $270K-$280K/12 months.

Employed:

– Charles Schwab introduced a number of government updates, together with that CIO Dennis Howard’s obligations would change to guide a newly shaped expertise, operations, and knowledge group, an growth of his present obligations. He’ll now function the monetary companies firm’s chief expertise, operations and knowledge officer, persevering with to report back to President and CEO Rick Wurster.

– Sallie Mae has named Steve Turner as chief expertise and enablement officer, overseeing expertise structure and supply, IT, knowledge, and bodily safety for the personal schooling mortgage lender. Most not too long ago, Turner served as managing director and head of information, analytics, insights, and advertising and marketing expertise for Financial institution of America and served as a CIO at Walgreens.

– CSI named Abe Kuruvilla as its new chief data and expertise officer, overseeing the structure, engineering and platform operations. Kuruvilla joins the monetary business software program supplier after most not too long ago serving as CTO at digital funds software program firm ACI Worldwide. Earlier than ACI, he served as CIO at knowledge and analytics firm CoreLogic.

– Softswiss has promoted Sergey Kastukevich to function CTO, after beforehand serving as deputy CTO for 5 years. Kastukevich will oversee software program structure, infrastructure technique, safety, and engineering productiveness. The web on line casino software program firm additionally created a brand new chief AI officer position and appointed one other deputy CTO, Denis Romanovskiy, to that place.

– Tango introduced the appointment of Bala Pitchandi as CTO. Previous to becoming a member of the true estate-focused software program firm, Pitchandi most not too long ago served as chief product and expertise officer at software program firm Nayya Well being. He additionally beforehand held senior engineering management roles at software program corporations VTS, Justworks, and Vidyo.

– 3iQ appointed Chris Desjardins as CTO, the place he’ll lead the expertise technique, platform structure, and safety for the digital asset funding fund supervisor. Beforehand, Desjardins co-founded Tungsten, a digital asset custodian that offered to Zodia Custody.

– Skyline Home windows named Damien Willems as CTO, becoming a member of the home windows techniques producer to supervise cross-functional coordination throughout the engineering, manufacturing, and industrial features. He most not too long ago served as normal supervisor at door provider Kolbe Home windows & Doorways and beforehand was CEO of aluminum provider Reynaers Aluminum USA.

– TLCx appointed DeJon Gaines as CTO, becoming a member of the client expertise outsourcing supplier to spearhead the general expertise roadmap and additional leverage AI, analytics, and cloud applied sciences. Beforehand, he spent 9 years at enterprise companies firm Conduent, most not too long ago as CIO of buyer expertise administration. Earlier than that, he was a vice chairman at printer and IT firm Xerox.

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