Restaurant crew chiefs, retail shift managers, and behavioral health technicians are finally getting dedicated hiring and onboarding tools, with $21 million from Dawn Capital funding Orbio's named AI agents at YUM! Brands, Poke, and The Stepping Stones Group.
Restaurant crew chiefs, retail shift managers, and behavioral-health technicians have always managed their work with spreadsheets, phone trees, and memory. Orbio, a Barcelona-based startup founded in 2025, is betting that the first software layer built for those workers should be made of AI agents, and the $21 million Series A it announced Monday suggests enterprise buyers are ready to try it.
The round was led by Dawn Capital, a London- and Amsterdam-based venture firm. Orbio's pitch is that 80-plus million hourly and deskless workers in the US have never had dedicated workforce software, and that the gap is wide enough to build a category around. The product, per the TechCrunch report on the round, is a fleet of named enterprise AI agents: Maria handles interviews, Claire runs assessments, and Daniel manages daily check-ins for new hires.
The deployment that anchors the round is at The Stepping Stones Group, a behavioral-health operator that, per founder Sergi Bastardas, runs its full US frontline hiring operation through Orbio. Bastardas told TechCrunch that 20% more candidates are making it through the pipeline to a hire there, a figure the publication attributes to the founder rather than to Stepping Stones directly. Other named customers include Poke, the Hawaiian poke chain, and YUM! Brands, the parent of Pizza Hut, Taco Bell, and KFC, both of which are reportedly moving from pilot to full deployment.
Bastardas co-founded Orbio with Nacho Travesí and Antonio Melé after stints at Amazon and Colvin, a Spanish flower delivery company. The thesis, as he framed it, is that frontline workforces were missing "human infrastructure": the management layer that enterprise software companies long built for white-collar work and never bothered to extend to hourly shifts. Naming the agents Maria, Claire, and Daniel is a deliberate texture choice, part of the pitch that workers are being managed by software that is recognizable and conversational, not by a faceless HR portal.
That choice also marks the line where the constructive read meets the critique. Orbio is one of several startups, alongside Paradox and WorkJam, named in the same reporting, all trying to bring algorithmic management to a workforce that historically had no software layer at all. The same agents that interview candidates, score assessments, and check in on new hires are the agents that monitor the people being managed. Whether that infrastructure expansion lands as capability for workers or as surveillance of them is the question the next year of deployments will answer.
For now, the market is voting. Stepping Stones' full-US deployment, YUM!'s move from pilot to production, and Poke's rollout give Orbio the kind of reference base most Series A companies in this space are still chasing. The watch item is whether those deployments can produce independent, worker-side evidence on turnover, on candidate experience, on the failure modes of agent-driven hiring, with claims that survive beyond the founder's own metrics. The round is the start of that test, not the conclusion of it.