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Multispeciality HospitalSingapore

CareFirst Medical Center

A single AI layer that unified operations across all departments.

20%

Revenue Recovered

Unbilled procedures captured

55%

Less Manual Reporting

Across all departments

35%

Faster Decisions

With live dashboards

25%

Operational Efficiency

Hospital-wide improvement

THE CHALLENGE

What the hospital was facing

  • At scale, manual reporting across departments created data silos with no unified view for leadership

  • Revenue leakage was systemic: unbilled procedures and delayed charge captures cost significant revenue annually

  • Reporting cycles took 3–4 days, making it impossible to respond to operational issues in real time

  • Manual data aggregation for board-level dashboards required a full analyst team each quarter

  • Department heads had no live visibility into bed occupancy, OT utilisation, or billing status

THE SOLUTION

Agents deployed

Revenue Intelligence Agent

Active

Analytics Agent

Active

Executive Dashboard

Active

IMPLEMENTATION

Live in 1–2 weeks

Zero downtime to clinical operations. Integrated with existing HIS.

Zonov.ai became our operational command center.

Amit Verma

CEO, CareFirst Medical Center