Healthcare Startup Worki Raises $2.75M to Build AI Infrastructure for Workforce Operations
Worki, a healthcare workforce infrastructure company, raised $2.75 million in pre-seed funding to help health systems deploy AI agents within existing workflows without disrupting staff. Redesign Health and Healthliant Ventures led the round.
Health systems are moving beyond AI pilots into actual deployment, but many lack a clear operational roadmap. Worki addresses this gap by mapping how work gets done across administrative functions-credentialing, onboarding, workforce planning-and identifying where AI can augment specific tasks within real roles.
How the Platform Works
The core of Worki's approach is a task-role architecture. Rather than deploying AI broadly across departments, the system creates a structured map of how work flows through an organization. This map tells each AI agent where it can operate, what boundaries exist, and how it fits into human workflows.
The platform connects to existing systems-Workday, UKG, Oracle, ServiceNow-and unifies workforce data across them. Four capabilities organize the system: Pathways (mapping how AI reshapes tasks), Unify (creating a single data layer across siloed systems), Amplifiers (AI agents that augment HR roles), and Infrasharing (scaling agents across organizations).
Early Results and Partnerships
Worki is working with Tanner Health, BJC Healthcare, and other large health systems nationwide. Early deployments have reduced administrative burden and projected meaningful cost savings as adoption scales, according to the company.
Neil Patel, Head of Ventures at Redesign Health, said the founding team's combination of AI expertise and healthcare operations experience drove investor interest. Steve West, Managing Director at Healthliant Ventures, said Worki is built to work within workforce complexity, not around it-a requirement for moving from experimentation to real-world implementation.
The Team and Future Plans
CEO Craig Allan Ahrens brings healthcare startup scaling experience. CCO Michael Biggs has extensive healthcare commercial strategy background. CTO Harvey Hongwei Li previously led AI and machine learning initiatives at Uber and Airbnb.
With this funding, Worki plans to expand across additional health systems and develop its infrastructure for more complex workforce environments. While focused on healthcare initially, the company intends to extend its model to other regulated industries facing similar operational challenges.
More information is available at worki.ai.
Your membership also unlocks:
