Breakthrough solution uses machine learning to help providers monitor data quality issues proactively and to ensure high-quality data from ingestion to production
SAN FRANCISCO— September 28, 2023—Today Innovaccer Inc. introduced Data Pulse, a new and innovative solution that is helping providers understand, diagnose, and bring the awesome power of “data observability” to health systems, manage patient data across the enterprise, and attain maximum data quality for analytics and AI use cases. This new solution uses an advanced machine learning model and automation to enable the fastest time to implementation and ROI and ensure the highest quality data.
Data observability plays a crucial and often underappreciated role in healthcare, as it provides transparency into data health across EHRs and other HIT systems used throughout the data lifecycle. By facilitating a comprehensive view of patient and operation-centric information, data observability lets healthcare data professionals promptly identify, diagnose, and resolve data anomalies and gaps.
The result: more accurate insights and improved decision-making processes, ultimately enhancing patient care, outcomes, and health system performance. Data observability also paves the way for efficient tracking and analysis of telemetry data such as logs, metrics, and traces, fostering a proactive problem-solving approach that addresses data quality concerns while driving industry innovation.
Every second of every day, the amount of healthcare data is growing exponentially. About 30% of the world's data volume is being generated by healthcare, and by 2025, the CAGR data for healthcare will reach 36%—more than any other industry—according to RBC Capital Markets.
This surge in data volume, intricate data pipelines, increased cross-system interoperability, and data sharing, and the explosion of new digital health tools are putting immense strain on healthcare data teams, undermining organizational data system efficiency.
The journey from data acquisition to production involves multiple mission-critical transformations, making any anomaly a potential source of quality issues—such as missing or inconsistent data—that can cascade throughout systems. Most enterprise data teams are consumed by daily operational and manual troubleshooting, leaving little room for innovation due to the following:
Innovaccer’s Data Pulse, powered by the Innovaccer Platform, drives a paradigmatic shift from data monitoring to true data observability for healthcare organizations. This means going beyond passively tracking pre-defined metrics in discrete systems to empowering health systems with a holistic understanding of data behavior, quality, and dependencies for proactive problem-solving; anomaly identification and interception; and deeper, more timely, and more actionable insights.
Innovaccer’s Data Pulse democratizes data observability to benefit stakeholders across the healthcare ecosystem, including:
“Data quality and trust are fundamental, as every bad encounter with data erodes a system's credibility with users,” said Kanav Hasija, cofounder and chief product officer of Innovaccer. “With Innovaccer's Data Pulse, we're fostering a trusted data ecosystem, ensuring data quality and observability through a unified data model. By managing and ensuring real-time data readiness, we're giving our superhero customers the freedom to concentrate on their top priority: their patients. They can spot and stop data issues proactively before they become costly problems. By assuring the highest quality data, Data Pulse saves time, boosts productivity, and cuts costs by reducing or eliminating remedial efforts that squander resources in complex healthcare data environments. We want our customers to maximize the intellectual, operational, and care delivery potential of data—and Data Pulse is the innovative solution to help them do that.”
Innovaccer Inc. is the data platform that accelerates innovation. The Innovaccer platform unifies patient data across systems and care settings, and empowers healthcare organizations with scalable, modern applications that improve clinical, financial, operational, and experiential outcomes. Innovaccer’s EHR-agnostic solutions have been deployed across more than 1,600 hospitals and clinics in the US, enabling care delivery transformation for more than 96,000 clinicians, and helping providers work collaboratively with payers and life sciences companies. Innovaccer has helped its customers unify health records for more than 54 million people and generate over $1.5 billion in cumulative cost savings. The Innovaccer platform is the #1 rated Best-in-KLAS data and analytics platform by KLAS, and the #1 rated population health technology platform by Black Book. Find out more on innovaccer.com.