Quality and Safety Analytics for Healthcare
Uncover patterns with timely, accurate data to improve quality performance, reduce risk, and support safer care.
Quality and safety risks rarely appear as single events. They surface first as patterns.
When data is delayed, incomplete, or hard to interpret, teams react too late, often long after performance slips or risk escalates. Compliance becomes reactive instead of proactive.
d2i helps quality leaders identify risk earlier, understand drivers of variation, and act with confidence using timely, trusted data.
Quality and safety improvement depends on seeing the signals early enough to respond. d2i helps healthcare leaders move from fragmented information to trusted analytics that support performance improvement, risk reduction, and safer care.
Quality Reporting and Performance Program Support
From MIPS to other quality-focused initiatives, strong performance depends on timely, accurate data that helps teams monitor measures, improve documentation, reduce variation, and respond before gaps become costly. d2i helps make performance visible, supports measure-level analysis, and strengthens submission readiness with more confidence and less manual effort.
d2i Helps Teams Strengthen Quality Reporting Performance through:
- Visibility into performance against thresholds and benchmarks
- Better insight into documentation quality and consistency
- Drill-down into met/not met drivers by physician and measure
- Clearer opportunities to support protocol improvement, training, and measure performance
The Data Foundation Behind Quality and Safety Analytics
d2i acquires and normalizes EHR and billing data from a wide range of sources to support interoperable, high-fidelity analytics. Using prebuilt ETL scripts, curated logic, and measure-specific cohorts, d2i helps organizations move from fragmented source data to more consistent, efficient, and defensible analysis and submission workflows.
Patient Safety and Risk Monitoring in Emergency Medicine
Visualize patient safety and risk in emergency medicine
In partnership with The Sullivan Group, the RSQ® Dashboard is designed to help hospital systems and medical groups reduce medical errors, malpractice risk, and adverse patient safety events in emergency medicine. Built on d2i’s existing data infrastructure, the tool helps leaders monitor risk exposure and mitigate issues before they become adverse events.
Key Areas Monitored
- Management of patients with abnormal vital signs, with filtering and outcomes correlation
- Returns in 72 hours (including bounce backs who are admitted)
- “Seconds-to-minutes” emergencies, including time-interval monitoring and outcomes
- Physician-specific insights to focus ongoing training and improvement
MIPS Reporting Solution
MIPS Reporting Solution
d2i helps emergency medicine groups and hospital-based providers understand, monitor, and improve MIPS performance with timely, trusted data drawn from EHR, billing, and other relevant sources.
By organizing data around measure logic, physician-level performance, and documentation patterns, we help leaders identify gaps, strengthen protocol adherence, and improve quality performance without adding manual reporting burden.
Key Areas Monitored
- Performance by measure compared with CMS and CEDR benchmarks
- Physician-level variation across MIPS measures and documentation patterns
- “Met” vs. “Not Met” performance with drill-down to root-cause documentation issues
- Data capture, normalization, cohorts, and submission logic required for ACEP/CEDR reporting
FAQs About Quality and Safety in Healthcare
As the head of quality, how does d2i help me proactively manage risk and safety?
What is the RSQ® Dashboard and who is it for?
The RSQ® Dashboard helps emergency medicine leaders monitor patient safety risks, identify patterns earlier, and intervene before issues escalate into adverse events.
What safety risks can teams monitor with d2i?
Teams can track abnormal vitals, 72-hour returns, time-critical emergencies, and physician-level patterns tied to outcomes and risk.
How does d2i help improve quality and safety performance?
Because we provide timely, accurate data, healthcare leaders can see performance gaps, reduce variability, and act before quality or safety issues escalate.
How does d2i support MIPS performance and submission?
We automate data acquisition, apply ACEP/CEDR logic, and deliver analytics and submission files, enabling teams to track measures and improve performance with confidence.
How does d2i help organizations prepare for the OPPS Final Rule and ED eCQMs?
d2i can track, validate, and interpret ED quality measures impacted by OPPS so performance gaps are visible early and compliance efforts are data-driven.