Bersin: 7 use cases for talent intelligence in the enterprise

Talent industry thought leader and global analyst Josh Bersin took the stage at Cultivate to share his latest research on enterprise talent intelligence. He said the time is now to use AI in new and innovative ways throughout organizations to stay ahead.

Bersin: 7 use cases for talent intelligence in the enterprise

4 min read
  • AI is valuable far beyond recruiting — it helps organizations shift to a skills-based HR approach, increases internal mobility, and helps with organizational design, among other functions.
  • Reinventing talent models, rethinking HR tech, and redesigning the HR function are all keys to success, and the enterprises that adapt to this quickly will see the biggest rewards.
  • In Bersin’s latest research, he outlines the seven key use cases for talent intelligence in the enterprise that go beyond recruiting.

The massive disruption enterprises need is here and it’s talent intelligence

“AI is the defining technology that’s going to be the fundamental piece behind our business transformation over the next 10 years,” said HR thought leader and global analyst Josh Bersin in his keynote at Cultivate ’24.

Bersin took the stage to talk about the latest advancements in AI-driven technologies in the HR space and to present his latest report, Enterprise talent intelligence: Applying skills technology and AI at work.

YouTube video player

Related content: Watch our video on why the future of talent management needs talent intelligence.

Talent intelligence is essential to uncover new insights

The world of work has seen radical changes in the last two decades since the internet changed the game.

“All of a sudden things started to move faster,” Bersin said. “Employees started to jump around from company to company. Good ideas went with them, and all the intellectual property you had in your scale industrial business moved to somebody else. They built something that was competing with you faster than you could because time-to-market, innovation, creativity, customer service, and customer intimacy became the differentiator in the internet era.”

While the advent of the internet seems a long time ago, many HR processes are still left in those decades. Now, many of the systems used in HR tech stacks are too one-dimensional and treat people as a supply chain rather than valuing them for what they contribute: skills.

It’s time for HR to catch up. Enterprises will not be able to keep or retain talent if they continue to rely on old HR practices. 

Organizations must shift from a job-based architecture to a people-focused architecture if they are to compete — and AI will be key to this transformation. AI can tap into employee data to identify skills, job progression, industry capabilities, and organization affinities among people, according to the Bersin report.

Expanding the value of AI

Many organizations are already realizing the value of talent intelligence when it comes to  recruiting and talent acquisition functions. Recruiters are able to build smarter career portals that help them scan résumés and significantly streamline the hiring process. 

But once that piece is up and running, many organizations are looking for more ways to use AI, which calls for an expansion of its value. Databases provided by talent intelligence platforms can also help organizations not just intake data like job titles, wages, and certifications — its data is richer and more complete and can draw inferences based on historical data.

In other words, it can help predict an individual’s likelihood of working in an industry, potential leadership opportunities, and inferred skills.

“I don’t think I’ve ever seen a technology in HR that has as much potential as this,” Bersin said. “AI can take heterogeneous, disconnected data and make sense of it, generate content, and understand it in a more integrated way than we ever could before.” 

7 use cases for talent intelligence

The use cases of talent intelligence beyond recruiting aren’t a future state. Real-world organizations are using AI to dig into their data and redesign how they operate.

In his report, Bersin identifies the seven use cases for talent intelligence that enterprises can use to gain a competitive advantage. These include highlighting its role in skills-based HR, employee development, internal mobility, strategic workforce planning, leadership assessment and development, organization design, and pay equity.

For instance, with pay intelligence, leaders can look at pay data and identify disparities that don’t correlate with other factors. Doing so helps identify and effectively address inequities.

Another use case is internal mobility. Bersin’s research shows that organizations with internal mobility are seven times more successful in transformation and growth initiatives and are 17 times more likely to be market leaders. However, only 7% of companies are truly dynamic in terms of internal opportunities.

Talent intelligence closes this gap by helping organizations gain insights into jobs, roles, projects, and skills that already exist within their workforces. This also supports hiring teams so they can look within the organization to source internal talent, identify development opportunities, and improve team performances through redesigns.

3 steps to building the talent-centered enterprise

Many enterprise organizations are already starting AI journeys and transforming their HR technology landscapes. 

How do you keep up? Bersin’s report outlines three keys to success:

  1. Reinvesting your talent model: Move toward a job architecture that focuses on understanding and developing skills and capabilities.
  2. Rethinking the HR technology ecosystem: Adopt AI platforms that allow for higher-level analysis to shape the future of the organization.
  3. Redesigning the HR function: Integrate teams that can effectively use talent intelligence systems for the enterprise.

We’ve already seen that enterprises that adapt early and well are the ones that set the pace. With AI becoming increasingly prevalent, the gap will only widen for those who lag behind on using its benefits. 

Read The Josh Bersin Company’s full report, Enterprise talent intelligence: Applying skills technology and AI at work

You might also like...

Talent Analytics
Talent Analytics
Nov 24, 2025 12 min read Rebecca Warren

AI-native talent intelligence is helping HR move toward making decisions based on real-world insights and enable better decision-making.

Talent Intelligence Solutions
Talent Intelligence Solutions
Aug 21, 2023 15 min read Eightfold AI

AI-powered talent intelligence is the key to building an adaptable, and more agile workforce to face the many business challenges ahead.

Talent Products
Talent Products
Feb 29, 2024 9 min read Eightfold AI

Our customers can enjoy better functionality and greater personalization with these six new features that improve our talent products.

Show More (8)Show Less
Career Path Insights
Career Path Insights

Hear just why data-driven insights are the key drivers in talent decisions and the ideal talent management code.

Talent Intelligence Insights
Talent Intelligence Insights
Sep 02, 2025 13 min read Eightfold AI

Explore insights from RedThread’s Skills Strategy Workshop, where leaders shared how they use skills to close workforce gaps.

Agile Talent Management
Agile Talent Management
May 17, 2023 11 min read Eightfold AI

Our latest product features are designed to enhance the talent professional’s entire experience, from recruiting to management, with easy-to-use, simplified dashboards and tools designed for people and powered by AI.

Talent Intelligence
Talent Intelligence
May 21, 2024 12 min read Eightfold AI

Cultivate 2024 kicked off with our Co-CEO and Co-Founder Ashu Garg and Co-CEO Chano Fernandez’s vision on where we’re headed next with AI-powered talent intelligence.

Intelligent Hiring
Intelligent Hiring
Jan 15, 2019 14 min read Eightfold AI

Artificial intelligence has a range of uses for hiring, but they all boil down to efficiency: intelligent hiring saves time, money, and improves results.

Leadership Development
Leadership Development
Jun 20, 2024 10 min read Andrea Shiah

Companies looking for a competitive advantage should consider AI to identify and develop leadership talent.

AI in HR
AI in HR
Jun 09, 2025 15 min read Miranda Enzor

Building a compelling business case for talent intelligence starts with this five-step process that aligns workforce strategy and more.

Talent Marketplace Solutions
Talent Marketplace Solutions
Jul 14, 2020 15 min read Eightfold AI

For international companies, recruitment and hiring can be challenging. Data-driven global talent intelligence is necessary to navigate those challenges.

Share Popup Title

Share this article