Talent intelligence is the use of AI and data to understand the skills, behaviors and potential of people inside and outside an organization, and to act on that understanding in hiring, internal mobility, development and workforce planning. It goes beyond traditional HR analytics, which describes headcount and turnover, by modeling what people can do and where they could go next.
What talent intelligence answers
- Which skills do we have today, and where are they?
- Which skills will we need, and which are we about to run out of?
- Who inside could grow into this role before we hire outside?
- Which teams lack a perspective or capability they need?
- What should each person learn next?
The three types of talent intelligence
| Type | Focus | Examples |
|---|---|---|
| External | Labor markets, candidates, competitor talent | Eightfold, LinkedIn Talent Insights |
| Internal skills | Skills inventory, mobility, marketplaces | Gloat, skills modules in Workday and SAP |
| Behavioral | How people decide, collaborate and handle pressure | Cairo |
Most platforms model skills: what people know and have done. Behavioral talent intelligence adds how they work, which often decides whether a promotion, team change or new role succeeds. For a head-to-head of two skills platforms, see Eightfold vs. Gloat.
Why talent intelligence matters now
Employers expect 39% of workers' core skills to change by 2030, according to the World Economic Forum, and Gartner found only 8% of organizations have reliable data on the skills their workforce has. Hiring every new skill is not realistic, so the companies that know what they have and develop it faster gain an edge.
How to start
- Pick one decision talent intelligence should improve, such as filling roles internally or planning a reorganization.
- Define 8 to 12 capabilities that matter for your strategy.
- Measure everyone with the same lens, using assessments rather than self-ratings.
- View results by team to find patterns and protect privacy.
- Connect every gap to an action: development, mobility or hiring.
For a step-by-step method, see AI talent mapping and skills gap analysis.
Risks to manage
Talent intelligence used for automated hiring decisions carries legal risk. In 2026, a proposed class action alleged that AI applicant scores from one major vendor fall under the Fair Credit Reporting Act. Keep humans responsible for decisions, be transparent about data and focus on development.
Frequently asked questions
What is talent intelligence?
The use of AI and data to understand people's skills, behaviors and potential, and to act on it in hiring, mobility, development and planning.
What's the difference between talent intelligence and people analytics?
People analytics analyzes workforce data to explain outcomes like turnover. Talent intelligence focuses on capabilities and potential, and on matching people to opportunities.
What are talent intelligence platforms?
Examples include Eightfold and Gloat for skills and mobility in large enterprises, skills modules in HCM suites, and Cairo for behavioral intelligence and development in growing companies.
Do small companies need talent intelligence?
Yes, at a lighter scale. Knowing each person's strengths and gaps changes everyday decisions about roles, teams and development.
Sources
- World Economic Forum, The Future of Jobs Report 2025: Skills outlook.
- Gartner, Gartner HR research on talent management, September 2024.
- Knowlee, AI Talent Intelligence in 2026.
- Ogletree Deakins, Lawsuit tests whether AI hiring tools trigger FCRA compliance, 2026.
