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Virtual Conference Recap BY Emily McCrary-Ruiz-Esparza | December 10, 2025

How Innovative Companies Put Advanced Technology to Work

HR leaders are on the front lines of AI adoption in the workplace. They’re responsible not just for finding ways to make their own departments more productive and efficient, but for ensuring that it can be smoothly applied throughout the organization. At a panel discussion at From Day One’s November virtual conference about how innovative companies are putting advanced tech to work, leaders shared how AI is reshaping their organizations, from hiring to data privacy.How AI Is Saving One Company Thousands of Hours At Vail Resorts, one major success has been in taming application volume, an enormous relief for a company that employs 50,000 workers, roughly 80% of whom are seasonal. “Our first attempt with leveraging AI is around modernizing the talent-acquisition process,” said Shiv Akumala, senior director of HR and finance. The hospitality company launched a mobile-friendly UI interface where candidates can apply for jobs that match their skill sets and their experience.Behind the scenes, the platform analyzes applications and automatically schedules screening calls and interviews. For a team accustomed to manually sorting through seasonal hiring surges, the impact has been dramatic. This first attempt at AI has saved the talent acquisition team thousands of hours, Akumala says.Vail’s use of AI doesn’t stop at hiring. The company is also using tools that forecast labor needs in real time, factoring in guest bookings and weather conditions to help managers schedule workers more accurately. Instead of relying on instinct or static staffing plans, managers can use dynamic models to understand exactly when demand at resorts will spike.Training a Modern Workforce on AIAt S&P Global, leaders saw the promise of AI early. The data and intelligence firm began training its workforce on artificial intelligence in 2018, well before the 2022 release of ChatGPT created the current AI boom.All new hires get exposure to AI tools and principles, regular hackathons challenge teams to develop their skills, and employees are incentivized to solve their problems with AI. Journalist and From Day One contributing editor, Emily McCrary-Ruiz-Esparza moderated the session (photo by From Day One)Executives model this behavior. CEO Martina Cheung and CPO Girish Ganesan have spoken at company all-hands meetings about how they use AI, both in and outside the office. That openness matters, says Tiffany Clark, S&P’s global head of people solutions and well-being. “That’s what really encourages and incentivizes our employees to leverage AI.”Making AI Simple and PersonalFor some, the AI learning curve is steep, and a slower introduction is needed, said Tyson Foods’ HR tech leader Devina Desai. The challenge is ensuring the tools are accessible enough for everyone to participate. “We need to make the experience for our team members basic,” she said.So, Tyson created a simplified, one-stop user experience within its HR administration system. Instead of navigating multiple portals with discrete credentials, employees can log in to a single platform to review dental insurance, submit medical claims, or learn about financial benefits.  When everyday tasks like these become easier, Desai says, employees are more likely to use their benefits. Line managers get their own tailored dashboards with analytics, attendance records, and tardiness data–and each user sees exactly what they need.Ensuring Data Privacy Amid a Surge of AIIf efficiency is one side of AI adoption, data protection is the other. “We have very important internal employee data, so I always think about the possibility of leakage,” said Róisín Daly, head of people solutions at fintech company Stripe.As HR tech vendors began adding AI features, Daly’s team scrutinized the fine print. “We were suddenly faced with this problem: They’re processing our data and the lawyers don’t exactly know how to handle this, because it’s very new.”Daly must handle HR data–which includes troves of personally identifiable information, or PII–differently than her counterparts in other functions handle their data. While non-PII employee information may sit safely in the cloud, sensitive personal data requires iron-clad protections. The slightest bit of leakage is problematic at best, and catastrophic at worst.“That’s how leaders in the HR space tell me that they lose sleep, so I’m very focused on the experience, both from an internal data storage perspective and a vendor relationship perspective.”Clark agreed: “HR data is not the same as other forms of data. The biggest part is getting people to understand that difference, and then making sure we have firm data governance and data safeguards.”At pharmaceutical company McKesson, rigorous review is standard for every AI-enabled initiative. Ajeeth Anand Viswanath, senior director of HR tech services, says the company uses a three-tier approval model. First, legal reviews the use case. If it passes, it’s on to a senior specialist or data architect. Only after clearing those hurdles does it go to an executive-level board that assesses risk, exposure, and alignment with company priorities. “It’s a long process, as there are multiple questions,” he said. “Even the attorneys are present.”As the rate of change accelerates workplace transformation, HR leaders will have to contend with the way AI both simplifies and complicates the discipline. Whether it’s speeding up hiring, simplifying frontline tools, or tightening data protections, each organization is reckoning with how to deploy AI in ways that serve both the business and its people.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 JLco - Julia Amaral/iStock)

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Live Conference Recap BY Jessica Swenson | December 03, 2025

The Practical Power of AI in HR

While human elements of leadership, storytelling, and empathy will always be essential in HR, the rapid evolution of AI technology has placed companies under continual pressure to integrate it into their daily operations—and fast. Many organizations focus their AI efforts on improving efficiency, which is undoubtedly a valuable approach. Janine Yancey, founder and CEO of Emtrain, uses AI at her organization to reduce the content generation time for its annual workplace culture report from 30 hours to six hours. Jason Ashlock, Kuehne + Nagel’s global head of organizational development, avoids using AI for conceptual work but has seen it utilized for task-based activities, such as slide design and dashboard updates.But Piyush Sarode, global head of HR for worldwide markets and pharmaceuticals at Bayer, believes that companies should focus on a broader strategic purpose and business objective than just efficiency. Bayer utilized AI to enhance training for its pharmaceutical sales representatives over the past 18 months, reducing training time by 80% and accelerating sales representatives’ access to potential clients. “Instead of a few days or a few weeks, [credentialing] can happen in as short a time as one hour,” he said during a panel discussion moderated by technology writer and editor Sage Lazzaro at From Day One’s Midtown Manhattan conference. “Think of the implication of this—it has freed up thousands of internal hours and [created] agility and speed for the business to deliver those outcomes,” said Sarode. Panelists spoke about "How HR Leaders Can Leverage AI to Make Their Work More Effective and Fulfilling"Yancey hopes to see HR leaders take the initiative to recommend where their organization could utilize AI and where humans should continue to lead. “I’d love to see HR leaders be the first to the table with those plans,” she said.Panelists had differing ideas on the best route to select and integrate AI technology successfully. Ashlock and team have “found the most success when the business, IT, HR, and P&L owners have cooperated around a clear definition of an identifiable use case that solves a known problem.” Then they upskill the associated team on the AI solution.Josh Newman, WPP’s global head of people strategy and experience, says that HR tends to focus more on training rather than business outcomes; he recommends starting with known deliverables and work architecture. “If you’re trying to start by identifying use cases for specific roles, you’re probably [not understanding] what the deliverables are and how they are made,” he said. “If you map out the work architecture, you can then pinpoint certain use cases to unlock capacity and give people more time to spend on higher-value work,” said Newman. Framing AI maturity in three stages—experimentation, productivity, and net-new innovation—fassforward CEO Gavin McMahon cautioned against spending too much time focused on productivity and not enough on innovation. To promote innovation, he suggests that curiosity and adaptability are key traits to cultivate in employees. “If AI automates some work, and makes us better at [other] pieces of work, it’s going to be really difficult for us to think about that net-new way of doing things,” McMahon said.According to Sarode, vision-setting and system-level thinking are crucial steps that allow teams to architect and catalyze innovative AI solutions. “It requires that, at some point in time, you really look at the system and ask, ‘What’s a bold vision on how we can be a better version of ourselves?’”Urging leaders to reflect on how they want their work or organization to be before rushing to implementation, Ashlock emphasized the importance of balancing vision with execution. “We don’t get many chances in a lifetime to be part of an epic, defining technological shift,” he said. Despite being at such an inflection point right now, many organizations are operating at top speed under enormous pressure without considering what they are creating for the future.On the topic of AI risk, governance, and guardrails, Yancey drew parallels to the early bring your own device model, which led to cybersecurity issues on corporate systems, and stated that this needs to be a major area of focus over the next couple of years. The average person doesn’t “think like an owner,” she said, “so they don’t think twice when they’re putting customer information, product information, and sales information” into AI systems that the enterprise may not even have approved.Panelists agreed that AI has a place in talent acquisition—primarily to streamline transactional, task-based actions—but, as Sarode said, human oversight remains vital to the recruiting and hiring process. “Thinking about AI as a replacement for a person is dead wrong,” said McMahon. “Thinking about it as something that can do some tasks intelligently for you is dead right.”Ashlock offered a closing piece of advice to HR professionals: “Ask [yourselves] three questions about any potential AI intervention, application, or implementation: does it build capability? Does it build clarity? And does it build care?”McMahon recommends using your anxiety as motivation to learn “as much as you can, as quick as you can.” You don’t need to be an expert, he says; the key is to start learning and experimenting now.Jessica Swenson is a freelance writer and proofreader based in the Midwest. Learn more about her at jmswensonllc.com.(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