Hospital AI steering committees face an escalating challenge: managing algorithmic risk without slowing down clinical innovation. Establishing independent clinical AI governance software is now an operational imperative.
Decoupling IT Complexity via the Sidecar Protocol
Integration queues can delay governance initiatives. Synod IntelliCare's team-operated Sidecar approach is designed to begin with a retrospective assessment of a de-identified historical data extract, without waiting for EHR integration. Timing, subgroup analysis and deliverables depend on data suitability, institutional approvals and a signed scope.
Editor's note: this article was first published in August 2026. Our positioning was updated in October 2026. The Data Diversity and Fairness Auditor (DDFA) is a team-operated retrospective workflow that analyzes de-identified structured data and existing model outputs supplied under appropriate institutional approvals. It does not currently connect to live EHRs, ingest images or unstructured records, certify legal compliance, or provide point-of-care alerts.