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Whitepaper·HCM

Why Only 31% of Companies Activate the AI Already Built Into Their HCM

The human capital management market is at a turning point: administrative complexity is rising, regulatory requirements are tightening, and HR functions are evolving faster than legacy architectures can follow. Discover how artificial intelligence is reshaping the three layers of HCM across eleven documented use cases, from recruitment to regulatory compliance.

HrFlow.ai Research
HCM

Trusted by Customers, Partners & the AI Ecosystem

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This whitepaper maps the AI use cases, quantifies the data decay, and settles the build, buy, or assemble debate.

  • A 3-layer model, 11 use cases: the complete map of AI applied to HCM, from Core HR to Strategic HR.

  • 22.5% annual data decay: up to 70% of HR profiles are outdated at any given time.

  • Build, buy, or assemble: a few weeks to production via API versus 12 to 24 months of in-house development.

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Don't take our word for it!

Trusted by fast-growing HR Tech and Global Enterprise

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From recruiting well to recruiting fast and well

Before HrFlow.ai

Robert Half's 1950s maxim, 'time spent on hiring is time well spent', meets a market where 183 candidates apply per role and 43 days is the median time-to-hire.

After HrFlow.ai

It's no longer about recruiting well, you now have to recruit fast and well to stay competitive.

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A hiring process is a train line

Before HrFlow.ai

Recruiting funnels are sequential, candidates can exit at any stage, and the work is helping each one progress to the next.

After HrFlow.ai

We've designed our visual builder with our philosophy that a hiring process or talent experience is akin to a train line. Candidates can exit at any stage, and the aim is to help each candidate progress as far along the journey as possible.

About Us

The definitive AI-Powered API for Human Resources

Extract, Enrich & Qualify HR Data. Connect your apps & automate workflows.

HrFlow.ai is building safe Hiring SuperIntelligence to help reduce unemployment at global scale. Founded in 2016, we are an API-first AI company building foundation models and agents for the labor market, trained on hundreds of millions of career paths and more than 1.2 billion hiring decisions. With over 100M profiles processed, we believe this capability shouldn't be locked inside a single product. Like critical infrastructure, it belongs to the entire HR ecosystem, and today over 1,000 customers build on our platform, backed by more than $10M from investors including BPI France, Amazon, Google, Microsoft, 115k, and Emerging Venture. We build AI for HR that is high-performing, explainable, and deployable at scale, designed to meet global AI compliance standards from GDPR to the EU AI Act and beyond.

The platform provides a complete and fully integrated suite of HR data processing products based on the analysis of hundreds of millions of career paths worldwide -- such as Parsing API, Tagging API, Embedding API, Searching API, Scoring API, and Upskilling API. It also offers a catalog of +200 connectors to build custom scenarios that can automate any business logic.

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