ai-financial-analyst
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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.
Jack O'Hara
Jack O'Hara is the co-founder and CEO of Translucent, an AI-native financial operating system for healthcare. After eight years running technology and transformation inside multi-billion-dollar provider organizations - including a stint as CIO at value-based care group ChenMed and CIO/Chief Transformation Officer at Springfield Clinic - he started Translucent in 2024 to give every hospital and medical group its own always-on AI financial analyst. The company pairs operational, clinical, and financial data into a single view that surfaces real-time insight and root-cause analysis. Translucent raised a $7M seed in August 2025 and a $27M Series A led by GV in March 2026.