Sundar Balakrishnan

Clinical Performance and Analytics Lead

4 articles for HealUDoc

Sundar Balakrishnan is a Clinical Performance and Analytics Lead writing for HealUDoc on analytics & compliance and critical & emergency care. They have contributed 4 articles to the HealUDoc library.

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Articles by Sundar Balakrishnan

Analytics & Compliance

Building a Hospital Command Centre for Live Operations

A hospital command centre only works when live signals are paired with named owners and real authority. What belongs on the wall, how to set alert thresholds, the daily operating rhythm, and why most command centres quietly fail.

Sundar Balakrishnan

Jun 29, 2026 · 10 min read

Analytics & Compliance

Data Quality and Governance for Hospital Reporting

Data quality and governance decide whether hospital reporting is trusted or argued over. Dimensions of quality, a single metric definition, stewardship roles, validation at capture rather than correction at reporting, and a working scorecard.

Sundar Balakrishnan

Apr 30, 2026 · 10 min read

Critical & Emergency Care

Critical Care KPIs That Actually Change Decisions

Averages hide the patients who wait longest and the sessions that were quietly shortened. This deep dive sets out the emergency, ICU, transfusion, and dialysis measures worth reviewing, and how to keep them from being gamed.

Sundar Balakrishnan

Mar 30, 2026 · 11 min read

Analytics & Compliance

Hospital Benchmarking and Peer Comparison, Done Honestly

Hospital benchmarking fails when the comparison group is wrong or the case mix is ignored. How to choose a comparable cohort, adjust for severity, run branch-to-branch comparisons, and act on a gap instead of explaining it away.

Sundar Balakrishnan

Mar 1, 2026 · 10 min read

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