SAP Acquires TechWolf to Inject Employee Skills Data Into SuccessFactors AI Agents
The enterprise software giant is buying the Belgian AI startup to ground its HR agents in real workplace context, aiming to reduce token consumption and operational costs.
SAP has agreed to purchase TechWolf, a Belgian artificial intelligence company specializing in employee skills mapping, to enhance the HR agents embedded in its SuccessFactors platform. The acquisition was unveiled Tuesday at SAP's Connect conference in Las Vegas. Neither party disclosed financial terms, though SAP anticipates closing the deal in the fourth quarter pending regulatory clearance.
TechWolf's core technology constructs what the company calls a "context graph for work"—a system that observes actual employee activities across existing HR and business software to identify skills in use, rather than relying on self-reported assessments. This data will feed into SAP's Joule AI agents to improve their understanding of workforce capabilities and reduce the computational expense of running those agents.
According to Manoj Swaminathan, president and chief product officer for SAP Autonomous Suite, "TechWolf's proprietary context graph for skills and work provides an excellent grounding layer for agent queries regarding work and skills planning and talent management." He noted that the graph "makes token usage more efficient" to help cut the cost of running HR agents, which will strengthen Joule's performance on tasks including skills-based hiring and organizational redesign.
The strategic rationale mirrors moves by competitors seeking to reduce AI inference costs through better context. Atlassian made comparable claims about its Teamwork Graph in May, reporting that agents with access to its context consumed 48 percent fewer tokens. SAP itself argued at its Sapphire conference in May that enterprise AI fundamentally hinges on context quality.
TechWolf maintains an existing partnership with SAP and will continue operating as an independent entity, with co-founder Andreas De Neve remaining as chief executive. The startup's client roster spans Booking.com, HSBC, MetLife, PayPal, AMD, Ericsson, and GSK.
TechWolf's Background and Technology
De Neve, Jeroen Van Hautte, and Mikaël Wornoo established TechWolf in Ghent in 2018. The platform integrates with existing HR systems and business applications to extract skill information from documented work rather than employee self-assessments. Its context graph spans three layers: individual tasks within roles, the skills employees deploy, and the external labor market, all aligned with organizational strategy.
TechWolf's inferred skills already flow into SuccessFactors components including the Talent Intelligence Hub, Recruiting, and Learning modules, and SAP reports that joint customers are observing measurable benefits from this integration.
The company has gained developer attention for its open models published on Hugging Face. Its JobBERT models map job titles and descriptions into a unified vector space for matching, with the latest iteration supporting English, Spanish, German, and Chinese. The accompanying datasets have proven particularly popular, frequently accumulating millions of downloads.
SAP participated as an investor in TechWolf's $42.75 million Series B funding round in 2024, led by Felix Capital. The round also drew participation from ServiceNow and Workday, both competitors vying for enterprise HR software spending.
De Neve stated in the announcement, "Organizations everywhere are trying to figure out how AI is reshaping work, and what their workforce needs to look like because of it." The acquisition positions TechWolf to provide workforce visibility comparable to what Reltio—which SAP acquired earlier this year—delivers for customers, suppliers, and products, giving Joule's agents a unified organizational perspective.
SAP also unveiled a Workforce Planning Assistant at Connect this week, which the company is making available to early adopters this quarter.