Navigating AI in HR: Start Small, Think Big and Build Wins

The AI revolution is reshaping every industry, and HR is no exception. While the technology promises transformative potential, there’s real wisdom in following what our colleague Rik Reppe from Cortico-X Innovation recommends—start with the basics, build on a manageable scale, and gradually expand as comfort and understanding grow.

This isn’t about incremental improvements to existing frameworks—it’s about reimagining the fundamental relationship between organizations and their most valuable asset: their people.

For HR leaders specifically, this measured approach makes even more sense. Start small, learn through hands-on experience, and identify those sweet spots where AI can genuinely enhance your HR operations and employee support.

What’s Actually Happening

Forbes recently highlighted AI’s growing momentum in Human Resources, with SHRM’s 2024 research showing that 26% of organizations are now using AI to support HR activities. These early adopters are focusing on practical applications:

  • Enhancing interview and hiring processes
  • Elevating learning and development programs
  • Strengthening performance management systems

Organizations report these implementations are unlocking greater creativity and innovation in workforce support—validating that even foundational applications deliver meaningful impact.

Practical Use Cases with Wins Worth Pursuing

Consider something as straightforward as using ChatGPT to help employees navigate HR policies—an often overlooked but potentially game-changing use case. Imagine transforming dense employee handbooks into interactive resources that instantly answer specific questions about benefits and policies. This creates both exceptional support for employees and valuable time savings for HR teams, elevating leaders from necessary but tactical responsibilities.

Balancing Innovation and Responsibility

With creativity comes responsibility. In another write-up, Forbes has also emphasized that HR needs to establish thoughtful guidelines governing AI usage that reinforce ethical practices and sustain trust, fairness, and empathy throughout the organization.

Where to Begin

For HR leaders taking their first steps with AI, we recommend focusing on applications that combine practical utility with strategic value—creating the foundation for more sophisticated implementations as your organization’s AI maturity develops.

What Alyson Thinks

AI presents a powerful opportunity to reimagine HR communications beyond traditional one-way channels. As we’ve explored in previous articles, employee engagement flourishes through continuous, active listening—not through isolated touchpoints or annual surveys.

What if we leveraged AI to facilitate ongoing conversations with employees, creating dynamic listening channels that capture real-time insights? HR teams could implement conversational interfaces allowing employees to engage on-demand with questions central to their experience:

  • “How can I effectively manage my performance?”
  • “What opportunities exist to expand my skills and build my career?”
  • “What specific actions will help me progress toward promotion?”

This approach removes unnecessary friction from career development conversations while empowering employees to drive their professional journey with enhanced support.

“This isn’t about replacing human connection but rather augmenting it with accessible tools that complement traditional HR touchpoints.” Alyson Daichendt
As with any AI implementation, establishing clear parameters remains critical. We’re obligated to place ethics, standards, and employee-centered thinking at the heart of every AI use case. The mantra remains consistent: start small, define responsible usage guidelines, and build from there.

What Robyn Thinks

The potential applications for AI across HR functions are remarkably diverse—from operational streamlining to experience design, talent acquisition, and scaled onboarding. While choosing a starting point presents a welcome challenge, I advocate for use cases that position employees as primary stakeholders, empowering them to shape their own experiences while helping organizations navigate change more effectively. My recommendation? Begin by enhancing experiences through scaled problem-solving and design thinking. AI can generate insights on an unprecedented scale, connecting employees to customer needs while enabling prompt resolution capabilities we haven’t previously achieved. Consider the transformative potential of AI-powered platforms like Qualtrics XM Discover that aggregate data across all interaction channels. These tools create meaningful signals from a vast array of sources—informing both tactical decisions and strategic growth initiatives.

“Employees are your true competitive advantage. Equipping them with intelligence to make better-informed decisions doesn’t just improve operational outcomes—it fundamentally enhances engagement by demonstrating that their contributions matter within a larger strategic context.” – Robyn Gilson

By harnessing real-time feedback from texts, chats, reviews, calls, interviews, and emails through AI-powered analysis, leaders gain immediate access to insights that would otherwise remain obscured. This intelligence allows organizations to proactively remove obstacles, reimagine experiences, and catalyze growth before small issues become significant challenges.

On the Horizon: Reimagining Employee Experience

The AI journey in HR represents just one dimension of the evolving workplace landscape. As organizations navigate this technological frontier, equally significant transformations are reshaping how we conceptualize the employee experience itself.

What are forward-thinking organizations doing differently? How are they reconciling technological advancement with fundamental human needs? What strategic imperatives are driving sustainable engagement in today’s dynamic environment?

Keep an eye out for more content on this topic in coming weeks, as we unpack how our clients are fundamentally reinventing employee experience for today’s workforce. We’ll examine how leading organizations are moving beyond conventional approaches to create environments where both technology and human potential flourish in parallel.

Partner with Cortico-X

Ready to transform HR AI strategy? Contact Cortico-X today to learn how we can support you with data-driven strategies and proven expertise. If you found this article informative, please follow Cortico-X on LinkedIn for more strategies on transforming HR and employee experiences.

Picture of Robyn Gilson

Robyn Gilson

is a Vice President at Cortico-X and leads our Experience Management practice. She excels at turning customer feedback into useful business insights that produce measurable results while building stronger relationships with everyone involved in your business.

Picture of Alyson Daichendt

Alyson Daichendt

is a Vice President at Acquis Consulting, the parent organization for Cortico-X. Alyson specializes in Organization and Talent consulting. She helps clients enhance employee experience, drive engagement, and build great workplace cultures.

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Industrial manufacturing company embarks on digital reinvention

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A leading manufacturing company identified an opportunity to leverage the data collected by its products to provide new value to its customers. The company engaged Cortico-X to create a digital services strategy, define the operating model and identify emerging technologies to power the platform.
Solution
The manufacturing company’s new data platform will share insights with clients on potential issues that could disrupt business operations. For example, a client may receive an alert that a piece of equipment requires maintenance, providing time to fix the issue before the equipment breaks down. The platform will also integrate third-party data related to weather, shipping times and supply chain disruptions, helping clients to determine the optimal times to take equipment offline for maintenance.
Result
By prioritizing the business goals, Cortico-X identified several technologies and processes that will help the manufacturer evolve from a product-based company to a data service company, including generative AI design and chaos engineering. With its new data and services platform, the company will continue to grow its business in the digital era.

Industrial manufacturing company embarks on digital reinvention

Problem
A leading manufacturing company identified an opportunity to leverage the data collected by its products to provide new value to its customers. The company engaged Cortico-X to create a digital services strategy, define the operating model and identify emerging technologies to power the platform.
Solution
The manufacturing company’s new data platform will share insights with clients on potential issues that could disrupt business operations. For example, a client may receive an alert that a piece of equipment requires maintenance, providing time to fix the issue before the equipment breaks down. The platform will also integrate third-party data related to weather, shipping times and supply chain disruptions, helping clients to determine the optimal times to take equipment offline for maintenance.
Result
By prioritizing the business goals, Cortico-X identified several technologies and processes that will help the manufacturer evolve from a product-based company to a data service company, including generative AI design and chaos engineering. With its new data and services platform, the company will continue to grow its business in the digital era.

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A premier sports league sought to answer a big question: how do we attract the next generation of fans and engage them in the sport? To find the answer, the league turned to Cortico-X to create a new fan platform that would break down boundaries between physical and digital experiences. The league aimed to turn games into interactive experiences that bring together fans at home and in the stadium.
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Through the new platform, fans will be able to play along with games as they happen. They will take the role of team coach in a simulation, seeing if they can beat the coach on the field by making different decisions, like swapping in new players. Powered by advanced technologies like artificial intelligence and digital twins, the platform will allow fans to engage with and compete against each other. Soft LED touchscreens and concave screens will bring the virtual game into the stadium, enhancing the immersive experience.
Result
The league anticipates that the new platform will help to engage younger fans and break down geographic barriers—while providing the tech foundation to be ready to jump into the metaverse.

Sports league breaks down barriers between digital and physical experiences

Problem
A premier sports league sought to answer a big question: how do we attract the next generation of fans and engage them in the sport? To find the answer, the league turned to Cortico-X to create a new fan platform that would break down boundaries between physical and digital experiences. The league aimed to turn games into interactive experiences that bring together fans at home and in the stadium.
Solution
Through the new platform, fans will be able to play along with games as they happen. They will take the role of team coach in a simulation, seeing if they can beat the coach on the field by making different decisions, like swapping in new players. Powered by advanced technologies like artificial intelligence and digital twins, the platform will allow fans to engage with and compete against each other. Soft LED touchscreens and concave screens will bring the virtual game into the stadium, enhancing the immersive experience.
Result
The league anticipates that the new platform will help to engage younger fans and break down geographic barriers—while providing the tech foundation to be ready to jump into the metaverse.

Health system leaders
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Problem
A major health provider embarked on an ambitious journey to uplift the voice of their employees and embed the patient experience into its culture and operating model. In order to more meaningfully achieve their goals, leaders knew they needed to get closer to the frontline experience and more intimately understand the challenges faced by employees each day.
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Acquis Cortico-X partnered with the company to develop an immersive experience in which leadership worked to strengthen the connection with the frontline. Through the program, referred to as “Walk a Mile in MY Shoes,” executives are paired with and actively shadow employees across various functions for one to two days, when they are trained in the respective functional work areas. Through the experiential learning experience, they witness first-hand the day-to-day duties, tasks and challenges encountered while working to deliver exceptional care to patients.
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Health system leaders walk a mile
in employees’ shoes

Problem
A major health provider embarked on an ambitious journey to uplift the voice of their employees and embed the patient experience into its culture and operating model. In order to more meaningfully achieve their goals, leaders knew they needed to get closer to the frontline experience and more intimately understand the challenges faced by employees each day.
Solution
Acquis Cortico-X partnered with the company to develop an immersive experience in which leadership worked to strengthen the connection with the frontline. Through the program, referred to as “Walk a Mile in MY Shoes,” executives are paired with and actively shadow employees across various functions for one to two days, when they are trained in the respective functional work areas. Through the experiential learning experience, they witness first-hand the day-to-day duties, tasks and challenges encountered while working to deliver exceptional care to patients.
Result
With two pilots completed to date, Walk a Mile is resulting in renewed perspective and strengthened connections across the organization. Employees reported feeling valued and heard on a new level, while leaders found it refreshing to step away from their often 50,000-foot view to build a greater understanding of critical responsibilities and work processes that drive strategic endeavors. While the initiative primarily aims to build empathy, leaders also collaborate with the frontline to identify solutions that alleviate challenges, improve inefficiencies and support a positive working experience. The company is now scaling the program so that it is embedded in each of its seven markets. Ultimately, the organization hopes the deepened synergies between leaders and frontline employees will improve the patient experience in previously unimagined ways.

Major health provider
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Problem
A major health provider was struggling with how to understand customer needs in real-time, not to mention act in the moment to remedy problems.
Solution
Acquis Cortico-X worked across the organization to stand up a new patient experience function. This started with embedding new ways of listening through digital touchpoints, call centers and in-person moments. We developed a way to centralize data collected through surveys, QR codes and behavioral analytics in a dashboard. The dashboard collates insights at both the individual and aggregate level, enabling employees to understand priority needs and opportunities.
Result
Thanks to the listening platform, employees can now respond to real-time needs with closed loop feedback and continuously improve the patient experience across all interactions. Leaders are now working to embed the patient experience into the organizational culture through new patient-focused programs and rituals.

Major health provider creates patient listening platform

Problem
A major health provider was struggling with how to understand customer needs in real-time, not to mention act in the moment to remedy problems.
Solution
Acquis Cortico-X worked across the organization to stand up a new patient experience function. This started with embedding new ways of listening through digital touchpoints, call centers and in-person moments. We developed a way to centralize data collected through surveys, QR codes and behavioral analytics in a dashboard. The dashboard collates insights at both the individual and aggregate level, enabling employees to understand priority needs and opportunities.
Result
Thanks to the listening platform, employees can now respond to real-time needs with closed loop feedback and continuously improve the patient experience across all interactions. Leaders are now working to embed the patient experience into the organizational culture through new patient-focused programs and rituals.

Pharmaceutical company identifies social media influencers with AI

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A leading pharmaceutical company sought to develop a digital engagement model to reach key decision makers in its buyer group. The organization needed an efficient way to analyze social media data to identify relevant influencers and drive future investment in the program.
Solution
That’s where Acquis Cortico-X came in. We used algorithms based on AI and natural language processing to build a social media influencer list. The list prioritized influencers based on their relevance to the selected therapeutic area, reach and resonance with their audience.
Result
The data-driven analysis enabled the business to reprioritize its influencer relationships and establish new cost-effective partnerships with individuals who would have the biggest impact with target buyers.

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The data management program is now expected to enable synergies for upcoming mergers and acquisitions. Additionally, the data team has seen efficiency gains, lowered attrition and reduced compliance risk.

Pharmaceutical company identifies social media influencers with AI

Problem
A leading pharmaceutical company sought to develop a digital engagement model to reach key decision makers in its buyer group. The organization needed an efficient way to analyze social media data to identify relevant influencers and drive future investment in the program.
Solution
That’s where Acquis Cortico-X came in. We used algorithms based on AI and natural language processing to build a social media influencer list. The list prioritized influencers based on their relevance to the selected therapeutic area, reach and resonance with their audience.
Result
The data-driven analysis enabled the business to reprioritize its influencer relationships and establish new cost-effective partnerships with individuals who would have the biggest impact with target buyers.

Technology company
charts a roadmap to
maximize data value

Problem
A leading technology company was struggling with how to maximize the value of its data. They faced inefficiencies and a lack of a single source of the truth, which was leading to high attrition among frustrated data talent and decreased confidence in their enterprise reporting and analytics.
Solution
The company engaged Acquis Cortico-X to assess their data management capabilities and develop a future state data strategy using the EDM Council’s DCAM assessment framework. In addition to developing key recommendations across all aspects of data management, we developed an enterprise data office operating model and served as interim chief data officer to get the program running. This led to the development of a roadmap that will enable the company to manage its data as an asset.
Result
The data management program is now expected to enable synergies for upcoming mergers and acquisitions. Additionally, the data team has seen efficiency gains, lowered attrition and reduced compliance risk.

Regional bank charts a
path to growth through
customer experience

Problem
A regional bank knew its customer experience lagged behind industry benchmarks but struggled with how to rally its employees around its basic experience program.
Solution
Acquis Cortico-X partnered with the bank’s newly established head of customer and employee experience to chart a new path to experience-led growth. Using our proprietary experience maturity framework, we evaluated and assessed the existing experience program, capabilities, interaction and operating model.
Result
Through our analysis, we discovered the current experience program was uncovering valuable customer insights but lacked a process to drive change based on those learnings. Together, we developed an actionable roadmap and a business case for change. The bank is now moving forward with developing a continuous improvement model that will enhance the customer experience, setting the stage for growth.

Regional bank charts a path to growth through customer experience

Problem
A regional bank knew its customer experience lagged behind industry benchmarks but struggled with how to rally its employees around its basic experience program.
Solution
Acquis Cortico-X partnered with the bank’s newly established head of customer and employee experience to chart a new path to experience-led growth. Using our proprietary experience maturity framework, we evaluated and assessed the existing experience program, capabilities, interaction and operating model.
Result
Through our analysis, we discovered the current experience program was uncovering valuable customer insights but lacked a process to drive change based on those learnings. Together, we developed an actionable roadmap and a business case for change. The bank is now moving forward with developing a continuous improvement model that will enhance the customer experience, setting the stage for growth.