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Virtual Conference Recap BY Kristen Kwiatkowski | March 30, 2026

How AI Can Help Identify the Right Skills and Build Stronger Teams

Building a strong business starts with assembling the right team and delivering a thoughtful, effective hiring process. As AI and related technologies rapidly evolve, they are becoming an increasingly common part of how companies approach talent acquisition.Tim Wesson, SVP of global talent acquisition at IQVIA, spoke with moderator Megan Ulu-Lani Boyanton, business reporter at the Seattle Times, about AI and how it can be used to create strong, long-lasting teams in the workforce during a fireside chat at From Day One’s March virtual conference. With a background in sales and sales management, Wesson eventually found his way to the talent acquisition field. Now, with eight years at IQVIA, Wesson has firmly settled into his role at the corporation that provides many vital services.“Our mission really is to accelerate innovation for a healthier world, and we do so by leveraging our domain expertise, our tech, our data and analytics, bringing it all together to innovate,” said Wesson.How the Pandemic Changed HiringWhen discussing how Covid reshaped hiring, Wesson noted that the virtual hiring practices that emerged during the pandemic are still widely used today. He also pointed to greater flexibility in career paths and the expanded use of technology, including AI, as lasting shifts that continue to shape hiring.Tim Wesson of IQVIA shared insights on TA during the session (photo by From Day One)When asked what challenges exist today, Wesson stated that having to do more or even the same with less is often a challenging feat. Budgets are usually tight and that has been amplified throughout the past years, which puts pressure on talent acquisition. There’s also a large increase in applicants for the various roles. “I think, primarily because there’s not as many roles, but also AI is certainly helping facilitate people to apply to roles,” said Wesson. “And so you just have this massive amount of applicants that are coming in on a day-to-day basis.”Some of the applications coming in aren’t from actual candidates and this leads to an increase in the number of applications the talent acquisition team has to go through to find the right person to hire for the job role, he says. How a Company Can Attract TalentAs for how a company can remain attractive to talent, “I wouldn’t say there’s this new playbook that you have to write in order to remain attractive. I think it’s still about knowing what’s important to the people in the various talent pools that we recruit in and then taking a tailored approach to that individual.”There are more than 2,000 different job profiles at IQVIA, ranging from clinical roles to tech roles, and everything in between, he says. Therefore, the approach must be tailored to reach those individuals in all the different job roles. The recruiters need to be well-versed in the roles that they’re hiring for, know how to provide meaningful information to the candidate, and run a well-constructed interview process. Most importantly, they must have good communication with the candidate throughout the hiring process. In addition to offering a competitive salary and attractive benefits, Wesson said that it’s also important to provide flexibility, learning and development, and career growth opportunities. Overall, it’s vital to know what’s important to the candidate and focus on those areas, which will help increase the attractiveness of the job opportunity. The needs of potential hires also vary from a generational standpoint. “Certainly, stability is very important, and flexibility is important for Gen Z and millennials. I would also say meaningful work is very important. Probably more important, I think, to the Gen Z group than the others.” For IQVIA, which has a global presence, Wesson says the fundamentals of talent acquisition don’t really change. However, you have to be aware of certain factors, such as cultural nuances, laws and regulations, and social platforms. When recruiting in different countries, you should be knowledgeable of the various cultures. Some companies have recruiters all over the globe, which makes it easier to hire with this type of consideration in mind.With that said, hiring managers do sometimes have to interact with candidates outside of their country. “What we’re running into is hiring managers, say, in the US, having to interview and interact with candidates in other countries, and they’re not used to how you go about interacting, interviewing, etc. So, in the last year or so, we had to put together playbooks for hiring managers, educating them on those cultural nuances and kind of setting their expectations as it relates to interviewing people in other parts of the world.”AI and Hiring DecisionsAI plays a role at multiple stages of the hiring process, Wesson says, particularly in the early phases of recruitment, where it helps shape messaging that attracts candidates.“In regard to finding talent, creating those talent pools, we’re also using it to assist us in assessing a candidate’s experience or level of skills. So that’s where it’s primarily being used,” said Wesson.Wesson continued that AI is also used to review the skills that currently exist with their employee base for internal mobility purposes.Looking ahead, Wesson said he’s watching how organizations will evolve in allowing talent acquisition teams to use AI, and to what extent. With recent lawsuits involving AI tools making headlines, the path forward may depend in part on how those cases are resolved and how companies use the outcomes to guide their approach.There may also be some employees who are resistant to using AI and other similar technology tools. “I think the change management piece is really important, as far as really helping people understand the reasoning behind the tool, whether it’s AI or not AI, or why you decided to use it, how it fits the expectations around using it, the training and support after it gets rolled out, and understanding that people are going to be somewhat resistant to change,” he said. “You have to account for that.”Kristen Kwiatkowski is a professional freelance writer covering a wide array of industries, with a focus on food and beverage and business. Her work has been featured in the Bucks County Herald, Eater Philly, Edible Lehigh Valley, Cider Culture, and The Town Dish. (Photo by NongAsimo/iStock)

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Live Conference Recap BY Katie Chambers | March 24, 2026

Rewiring Hiring for a Company That Never Stops Casting

It has been an exciting time for NBCUniversal: February saw the Winter Olympics in Italy, the Super Bowl, basketball, and several blockbuster film promos released, all in a matter of weeks. “It was a moment of a lot of pride for employees at NBC,” said Suzan Vulaj, SVP of global talent acquisition at NBCUniversal. Employees at the 30 Rock headquarters in NYC enjoyed big-screen watch parties in lounge chairs, Italian delicacies, gifting suites, and more, she said during a fireside chat at From Day One’s NYC TA conference. Vulaj spoke about how the company is modernizing their hiring processes. “Our business was changing. It was getting more complex. We were consolidating and just hiring and recruiting wasn’t keeping pace with what was going on in the business,” she said. “There was just no way we could grow and excel as an agile TA workforce, if we were still using a 10-year-old ATS system.” The organization didn’t want to throw AI on top of its old system; instead, it chose to build a new one from the ground up.“You are unveiling a whole new blueprint for intelligent, connected hiring in the company,” said moderator Stephen Koepp, editor in chief at From Day One. The advent of AI as a major driving force behind that blueprint has meant that Vulaj and her team must help recruiters become comfortable with implementing emerging technology. Some employees are already building out their own AI agents, while some of the 30-year TA veterans are still getting used to it. It comes down to education, she says. “How do we approach that from every angle to make everyone feel comfortable in using the tool that suits them? It’s got to bring value to their job.”Speeding Up TA With AIVulaj envisions AI impacting every level of the recruiting process. At the very least, it can help in crafting the many emails written every day to candidates and hiring managers. Also, “our recruiters are using it to create Boolean searches to find people. We have some recruiters and leaders on my team who are using it for market insight and then putting that together in a PowerPoint and presenting it to our hiring managers. We have people who are using it to consolidate feedback and pitch candidates in a very concise manner.” All of these are time-savers. “The productivity is sped up a lot, which, we tell our recruiters, gives you a lot of time to focus on the value add.”Suzan Vulaj, the SVP of global talent acquisition at NBCUniversal, spoke about "Rewiring Hiring for a Company That Never Stops Casting"Leaders are surveying the TA team about how they spend their time, what they enjoy most, and what tasks are the most time-consuming to better understand where AI can add the most value. “[Although] our recruiters don’t want to do those tedious things like scrolling through 1000 resumes or drafting up emails or sourcing, they feel very comfortable with it. And so, we’ve got to change people’s way of working and thinking and get them comfortable with letting go of the things that have made them successful as a recruiter. There’s a lot of psychology behind adopting AI,” she said. One major challenge of AI has been an increase in spam. Her team partnered with the cybersecurity department to install a bot blocker on the recruiting website; once it was installed, the number of resumes the organization received was slashed in half, demonstrating the pervasiveness of spam. “It’s OK,” Vulaj said. “We don’t need more people applying. We need real, quality people applying.”Even though initial interviews may be by video, all final interviews are done onsite in part to ensure the candidate is real. “We will never hire someone unless we meet them in person.” The organization is also implementing more thorough background checks, and recruiters are checking all links on LinkedIn profiles and verifying email addresses to ensure candidates are real. Creating a Great Candidate Experience Organizations also need to be mindful of the impact of AI on the candidate’s experience. “Right now, it’s famous for so many headlines: People are frustrated. They’re getting ghosted, sending in a zillion resumes, etc. How can you improve that interaction?” Koepp asked. Vulaj says her surveys indicate candidates want radical transparency. “They want to know, are you using AI when I apply for a job? What are you looking for? Where am I in the process? What’s taking so long?” she said. She thinks more frequent communication with candidates will help them feel more comfortable, noting that, in an ideal scenario, even a rejected candidate will still be excited about and interested in working for the company in the future. “You want to leave every interaction with the candidate in a positive way. Being able to use AI just helps you get there faster.” NBCUniversal, well-known for its page program for recent graduates, has a TA team dedicated exclusively to early career hiring. “We receive over 50,000 applications just for our summer [internship] program,” Vulaj said.  AI can help narrow down selections and make the process less overwhelming. Having a single central ATS system has helped get leaders across the organization invested in the hiring process, Vulaj says, not just HR. “They’re putting [in] feedback. They’re looking at candidates.” If she could do anything differently in implementing the new system, she says she would have hired a few more ops team members to help manage recruiting and hiring while the system was being built and tested, since talent acquisition never stopped during the transition. “And I think we underestimated change management a little bit,” she said.Her advice to others hoping to implement a new system? “Don’t rush. I see so many people rushing to buy some new and expensive AI tool. I would rather you be very thorough and ensure that it’s got a lot of value long-term and [is] not a Band-aid for one piece of your vertical.” Katie Chambers is a freelance writer and award-winning communications executive with a lifelong commitment to supporting artists and advocating for inclusion. Her work has been seen in HuffPost, Top Think, and several printed essay collections, and she has appeared on Cheddar News, iWomanTV, On New Jersey, and CBS New York.(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
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“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.
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“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
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“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
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“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
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