Skip to content
The problem

Financial decisions made without the full picture

Revenue cycle data, labor costs, payer contracts and utilization information sit in disconnected systems. Finance teams spend hours reconciling reports and investigating variances, and by the time a problem becomes visible, the opportunity to respond may have passed. Those blind spots shape decisions about where to invest and which services to sustain.

Giving health systems financial clarity while there's still time to act.
The solution

AI agents that understand healthcare finance

Translucent connects claims, payer contracts, labor costs and service-line performance through a financial ontology combined with each organization's business rules. Its agents investigate performance continuously, identifying variances and tracing findings back to the underlying transactions.

Built for trust, Translucent routes financial calculations through auditable code rather than language models, guided by a Domain Intelligence team with revenue cycle, managed care contracting and healthcare finance expertise.

Founder perspective
"As a healthcare operator myself, I have seen the overwhelming work that provider finance teams face. We're solving this by giving every operator a personalized AI analyst, one that can surface insights, build reports, and help manage the business in real time."
Jack O'Hara
CEO and Co-founder, Translucent
Milestones
  • 2024: Founded by Jack O'Hara, with Redesign Health as an early investor
  • August 2025: $7M seed round backed by NEA, FPV Ventures, Virtue Ventures and Redesign Health
  • Deployed across provider organizations managing more than $5B in combined revenue
  • March 2026: $27M Series A led by GV
Founders
  • Jack O'Hara, CEO and Co-founder
  • Max Jones, Co-founder