Translucent AI

Translucent AI is an AI-native financial operating system built specifically for healthcare providers. Its agentic platform unifies clinical, operational, and financial data, then deploys AI agents that continuously monitor P&L, labor, service line profitability, revenue cycle, and payer contracts - answering complex finance questions in plain language and surfacing root causes in real time. Founded in 2024 in New York by former health-system CIO Jack O'Hara, the company aims to give every hospital its own 24/7 financial analyst, replacing the spreadsheet-driven, consultant-dependent FP&A work that has long defined healthcare finance.