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Webinar Recap BY Emily McCrary-Ruiz-Esparza | June 16, 2026

Getting Buy-In for Your AI Initiatives: Where Technology Supports Human Decisions in Hiring

For HR organizations eager to introduce AI into the hiring processes, the question is: Where to begin?Most companies can’t buy a product off the shelf and roll it out—that’s true even if it doesn’t employ artificial intelligence. There are legal implications, security risks, and feasibility questions to be addressed. There’s also the matter of buy-in from business leaders who hold the purse strings and from the employees expected to use it.“Everybody’s on a different spectrum, from highly regulated to wildly experimental,” said Brenna Lenoir, SVP of marketing and strategy at AI-native skills platform CodeSignal. “When you want to start experimenting with something or conducting a vendor search, first understand legal’s comfort level with risk.” Most legal teams, she says, will raise concerns about ingesting third-party data that hasn’t been validated or checked for quality, disclosure to those interacting with the tools, and the degree of human oversight. When it comes to AI in hiring, “it’s about responsibility, trust, and downstream impact on the talent we bring into the organization,” said Cassandre Joseph, the global head of TA at global pharmaceutical firm Novartis, during a From Day One webinar on how HR can earn buy-in on AI initiatives. To introduce AI, she worked closely with legal and risk partners to ensure “every use case now is evaluated for things like bias, data privacy, and fairness before it scales, ensuring we’re not just moving fast, but that we’re moving responsibly.”Panelists spoke about "Getting Buy-In for Your AI Initiatives: Where Technology Supports Human Decisions in Hiring" in the session moderated by Emily McCrary-Ruiz-Esparza, journalist and From Day One contributing editor (photo by From Day One)Across organizations, business leaders have loved the cost savings that AI affords hiring teams. For instance, Novartis started with high-impact, low-risk experiments, like drafting job descriptions and outreach messages and scheduling interviews. “Very quick wins that you can go back to with the business,” said Joseph. At multinational media company Omnicom, the senior director of HR Allison Roberts said she’s most interested in “efficiency and reduction of the transactional work that recruiters have to do, to help them be more responsive and supportive, and have that custom customer service element improved.”At Unifi, which employs the airport ground employees that load bags and push wheelchairs and refuel aircraft, the business wanted speed and capacity. The company sees more than 100,000 applications and hires tens of thousands of workers every year. And thanks to AI-powered automation that standardizes workflows and evaluation criteria, it now does this with a team of just 18 people. Yet despite heavy automation, “every step is auditable, every step is reportable, and bias mitigation is done on a weekly and monthly basis,” said talent acquisition VP Akshay Loomba. “We don’t leave it as a one-time exercise. There are dedicated team members who are looking at it. We have a dedicated member from the legal team who’s looking at emerging state laws.”But AI isn’t effective as an accessory. “We realized quickly that the access to the AI tools alone doesn’t immediately create the transformation we’re looking for,” said Johanna Bazos, who leads executive recruitment at financial institution BNY. “The real challenge is understanding the workflow integration from a day-to-day perspective and the culture change that needs to happen in order for AI to have an impact.”Recruiters at BNY are spending upwards of 20 hours in AI bootcamps, and “we’re in the process of launching an AI buddy program pairing individuals in the TA organization who are more advanced” to teach skills around prompting and agent creation. Bazos herself is about to begin a 40-hour course on building agents. Once TA teams actually get their hands on these tools, it hasn’t been difficult to get buy-in from the recruiters themselves, said Roberts. “Epecially for the efficiency and the opportunity to fill all of the critical metrics they’re measured on—they’re excited to have a resource to help them meet those objectives.”Editor’s note: From Day One thanks our partner, CodeSignal, for sponsoring this webinar. Emily McCrary-Ruiz-Esparza is an independent journalist and From Day One contributing editor who writes about business and the world of work. Her work has appeared in the Economist, the BBC, The Washington Post, Inc., and Business Insider, among others. She is the recipient of a Virginia Press Association award for business and financial journalism. She is the host of How to Be Anything, the podcast about people with unusual jobs.(Photo by tanit boonruen/iStock)

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Live Conference Recap BY Ade Akin | June 03, 2026

Bringing Employees Together at a Time of Rapid Change

Patty Babler, SVP, HR, global employee & labor relations and HR operations at Cargill, opened a fireside chat at From Day One’s Minneapolis conference with a candid assessment of the company’s employee experience. Babler discussed how Cargill is rethinking onboarding as part of a broader effort to better support its 155,000 employees worldwide.“It’s very hard to come into Cargill as a brand new employee,” she told moderator Allison Kaplan, director of innovation and engagement at the Minnesota Star Tribune. Her frankness set the tone for a wide-ranging discussion that touched on AI-powered recruiting, a global portal launch, crisis leadership, and more. Closing the Frontline GapUntil recently, Cargill’s production employees filled out paper time sheets, and their top question for HR was how to access pay and benefits.“Many of our programs were really focused on our banded populations, more of our professional workforce,” said Babler. To close that gap, Cargill launched Powered by Plants, an initiative that gathered feedback from frontline workers and turned it into action.The results included flexible schedules, automated scheduling, an employee portal for pay and benefits, and a move away from paper forms. Patty Babler, SVP, HR, global employee & labor relations and HR operations at Cargill, left, spoke with moderator Allison Kaplan, director of innovation and engagement at the Minnesota Star TribuneThe most dramatic changes were made in the HR department. Cargill once took up to two weeks to make job candidates offers, while competitors were hiring on the spot. The company deployed an AI-powered recruiting assistant named to address its slow hiring process. “We’ve reduced our time to hire somebody from over two weeks to within a day,” Babler said, closing a critical leak in Cargill’s talent pipeline.From Using AI to Doing AIBabler drew a distinction that she repeated throughout the session. “Instead of thinking about AI as using it, we have to do AI.” The difference, she says, is between applying AI to existing processes and rethinking those processes entirely. “It’s really challenging that process mindset we’ve all been used to,” she said. “If we don’t really stop using and get into doing AI, I think we’re going to be behind as HR professionals.”Consider an unlikely candidate for AI: employee relations. Cargill recently built an agent that drafts investigation reports, analyzes credibility, and sequences events to flag potential problems.“Our ER specialists are really able to focus on reviewing that information, but also providing proactive employee relations support and consulting,” Babler said. The goal is to free specialists for work that requires human judgment, she says. One Portal to Unify 155,000 EmployeesCargill had chased the dream of an integrated employee experience for more than a decade, and its new employee portal, “Cargill Now,” recently went live. It’s built on the ServiceNow platform and unifies HR, IT, procurement, and finance into a single portal accessible from any device. “We did go live with a global deployment in all four functions for all of our employees,” Babler said. Over 19,000 employees had already accessed the system a week after the portal’s launch, and Babler describes the rollout as “really, really smooth.” Babler credits her team for the successful rollout. “I really think it’s because of the people and the team we have, and I’m so proud,” she added.Leading Through Crisis, Grounded in ValuesWith operations in 70 countries, Cargill navigates a constant stream of geopolitical, environmental, and local disruptions. Babler described a crisis action network that connects employee relations teams around the world to respond to disruptions such as plant fires, labor disruptions, or natural disasters. “We have employees both in Ukraine and in Russia,” she said.Babler says Cargill’s approach is consistent: Put people first, engage managers, and empower local leaders. For example, Cargill deployed on-site Employee Assistance Program (EAP) sessions, group sessions, and individual support when Operation Metro Surge affected some of its workers. “We’re really trying to be flexible and adaptable based on what our employees need, depending on the situation,” Babler said.Underpinning that flexibility is a set of values Babler says she has found only at Cargill. “We put people first, we reach higher, our word is our bond,” she said. “No matter where you are in the world, our values come out everywhere.”The Road Ahead: Skills, Speed, and Hyper-PersonalizationLooking forward, Babler pointed to strategic workforce planning as a critical opportunity. “We now can leverage AI to think about where those talent needs are, where we have the critical roles,” she said. She advocates shifting from jobs to skills, but technology alone won’t close the expectation gap. Employees, regardless of generation, are demanding a different employee experience. “We’re seeing differences in the expectation from an employee experience perspective,” she said.Her vision involves hyper-personalization that includes using the Cargill Now platform to orient new hires before day one, tell the company’s story, and accelerate proficiency. “How can we do that in a tech-enabled world that is very personalized? It’s hyper-personalization going forward,” she added.Kaplan closed the session with a question about the future: In a year, with Cargill Now humming and AI tools fully embedded, what changes? “I do think we’ll be much more proactive, we’ll have way better insights and perspectives,” she said. “Think about where we were 12 months ago from an AI perspective and where we are today. It’s not getting slower, it will be even faster.”Babler ended the conversation with a saying she often returns to: “If your head and your heart are pointed in the right direction, you never have to worry about your feet.” That grounded mindset may be the most enduring tool of all for a 160-year-old company navigating a revolution in HR. Ade Akin covers artificial intelligence, workplace wellness, HR trends, and digital health solutions.(Photos by Josh Larson for From Day One)

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What Our Attendees are Saying

Jordan Baker(Attendee) profile picture

“The panels were phenomenal. The breakout sessions were incredibly insightful. I got the opportunity to speak with countless HR leaders who are dedicated to improving people’s lives. I walked away feeling excited about my own future in the business world, knowing that many of today’s people leaders are striving for a more diverse, engaged, and inclusive workforce.”

– Jordan Baker, Emplify
Desiree Booker(Attendee) profile picture

“Thank you, From Day One, for such an important conversation on diversity and inclusion, employee engagement and social impact.”

– Desiree Booker, ColorVizion Lab
Kim Vu(Attendee) profile picture

“Timely and much needed convo about the importance of removing the stigma and providing accessible mental health resources for all employees.”

– Kim Vu, Remitly
Florangela Davila(Attendee) profile picture

“Great discussion about leadership, accountability, transparency and equity. Thanks for having me, From Day One.”

– Florangela Davila, KNKX 88.5 FM
Cory Hewett(Attendee) profile picture

“De-stigmatizing mental health illnesses, engaging stakeholders, arriving at mutually defined definitions for equity, and preventing burnout—these are important topics that I’m delighted are being discussed at the From Day One conference.”

– Cory Hewett, Gimme Vending Inc.
Trisha Stezzi(Attendee) profile picture

“Thank you for bringing speakers and influencers into one space so we can all continue our work scaling up the impact we make in our organizations and in the world!”

– Trisha Stezzi, Significance LLC
Vivian Greentree(Attendee) profile picture

“From Day One provided a full day of phenomenal learning opportunities and best practices in creating & nurturing corporate values while building purposeful relationships with employees, clients, & communities.”

– Vivian Greentree, Fiserv
Chip Maxwell(Attendee) profile picture

“We always enjoy and are impressed by your events, and this was no exception.”

– Chip Maxwell, Emplify
Katy Romero(Attendee) profile picture

“We really enjoyed the event yesterday— such an engaged group of attendees and the content was excellent. I'm feeling great about our decision to partner with FD1 this year.”

– Katy Romero, One Medical
Kayleen Perkins(Attendee) profile picture

“The From Day One Conference in Seattle was filled with people who want to make a positive impact in their company, and build an inclusive culture around diversity and inclusion. Thank you to all the panelists and speakers for sharing their expertise and insights. I'm looking forward to next year's event!”

– Kayleen Perkins, Seattle Children's
Michaela Ayers(Attendee) profile picture

“I had the pleasure of attending From Day One. My favorite session, Getting Bias Out of Our Systems, was such a powerful conversation between local thought leaders.”

– Michaela Ayers, Nourish Events
Sarah J. Rodehorst(Attendee) profile picture

“Inspiring speakers and powerful conversations. Loved meeting so many talented people driving change in their organizations. Thank you From Day One! I look forward to next year’s event!”

– Sarah J. Rodehorst, ePerkz
Angela Prater(Attendee) profile picture

“I had the distinct pleasure of attending From Day One Seattle. The Getting Bias Out of Our Systems discussion was inspirational and eye-opening.”

– Angela Prater, Confluence Health
Joel Stupka(Attendee) profile picture

“From Day One did an amazing job of providing an exceptional experience for both the attendees and vendors. I mean, we had whale sharks and giant manta rays gracefully swimming by on the other side of the hall from our booth!”

– Joel Stupka, SkillCycle
Alexis Hauk(Attendee) profile picture

“Last week I had the honor of moderating a panel on healthy work environments at the From Day One conference in Atlanta. I was so inspired by what these experts had to say about the timely and important topics of mental health in the workplace and the value of nurturing a culture of psychological safety.”

– Alexis Hauk, Emory University