Advanced Healthcare Analytics | d2i

Advanced Healthcare
Analytics That Drive
Measurable Improvement

Data only matters when it leads to productive
conversations and real performance change.

It’s your data. We make it matter.

d2i makes your data matter by creating a shared understanding of
performance across clinical and operational teams.

The opportunity
The challenge isn’t how much data you have. It’s whether that data explains why things happen, and whether that explanation is trustworthy enough to act on.

When data doesn’t reflect how care is delivered, clinicians lose trust and conversations stall. Debate replaces progress. And improvement becomes more difficult than it has to be.

What we do differently
d2i delivers high-fidelity analytics that reflect real workflows, real decisions, and real care — reconstructing the patient journey from disparate raw data across clinical, operational, and financial systems.

What that enables
This goes beyond better reporting. d2i enables shared understanding and conversations that matter, leading to sustainable clinical and operational improvement.

Advanced Healthcare Analytics Solutions Built for How Emergency and Hospital Medicine Work in the Real World

2603-GO-8_721x481px_001
2603-GO-8_IC_80x80px_Workflow

Workflow aligned from the ground up.

d2i reconstructs encounters, attribution, and timelines to mirror how care truly happens.
2603-GO-8_IC_80x80px_Trust_001

Data clinicians trust and want to engage with.

When performance is accurate, fair, and transparent, clinicians lean in instead of pushing back. Balanced scorecards enable physician-led improvement.
2603-GO-8_IC_80x80px_Clarity_001

Clarity for leaders who need real answers.

From length of stay (LOS) drivers and boarding impact to variation in practice patterns, d2i surfaces root causes, not just symptoms.
2603-GO-8_IC_80x80px_Shared_001

One shared view across teams.

By harmonizing data across emergency medicine, hospital medicine, revenue cycle, scheduling, and quality, d2i creates a common language for clinicians and administrators.

Real Impact for Healthcare Organizations

2603-GO-8_IC_172x96px_Improved Ops_001

Improved operational flow

Throughput increases as workflow bottlenecks are uncovered and addressed.
2603-GO-8_IC_172x96px_Quality Care_001

Better quality care

Avoidable returns are reduced through clearer insight into clinical variation.
2603-GO-8_IC_172x96px_Safer Care_001

Safer care

Prescribing and protocol adherence patterns that reduce risk are identified and reinforced.
2603-GO-8_IC_172x96px_Stronger Performance_001

Stronger financial performance

Improvements in flow, quality, and safety lead directly to increased revenue and stronger payer alignment.
These results don’t come from just another dashboard.
They come from data that reflects reality and teams empowered to act on insights.

Designed for Emergency &
Hospital Medicine Leadership

Emergency Medicine

d2i can improve throughput, reduce crowding, manage variation, and support physician-led change with trusted, context-aware insights.

Hospital Medicine

Gain an understanding of LOS drivers, attribution, adherence to best practices, and cross-department impact with data that reflects inpatient reality.

Data Services

Gain trusted, context-aware analytics without the technical burden — from extraction and validation to harmonization and ongoing maintenance across evolving EHR workflows.

Life Sciences & Research

Real-world data with rich clinical context to support research and cohort discovery.

Quality & Safety Performance

MIPS performance analytics and safety/risk dashboards built for clinical reality and compliance needs.

Performance Advisory

Embedded guidance to turn insights into aligned action across quality, operations, and financial performance.

See how healthcare organizations are putting trusted data into action.

Advanced Healthcare Analytics FAQs

What is advanced healthcare analytics?
Advanced healthcare analytics refers to the use of highly curated, integrated healthcare data and sophisticated analysis to uncover patterns, explain root causes of performance issues, and guide better clinical and operational decisions. It turns raw healthcare data into clear insight about what is happening, why it is happening, and what actions will improve care and operations.
What does d2i actually do?

d2i provides advanced healthcare analytics purpose-built for emergency medicine and hospital medicine.

We unify fragmented clinical, operational, and financial data and turn it into trusted healthcare performance insights, so leaders and clinicians can clearly see what’s happening, why it’s happening, and where change will make the biggest difference.

How is d2i different from traditional healthcare data analytics solutions?
Most healthcare data analytics solutions focus on reporting what has already happened. d2i focuses on understanding why it has happened and what to do next. We reconstruct the patient journey from raw source data to reflect real workflows, attribution, and decision points. That work makes performance insights accurate, fair, and usable for both clinical and operational leaders.
We already have a business intelligence (BI) platform. Why would we need d2i?
Many organizations have BI tools and still struggle with trust and usability. d2i complements existing BI investments by taking on what is often most difficult: acquiring raw data from disparate systems, then validating, harmonizing, and transforming it so it reflects clinical reality. The result is performance analytics leaders can stand behind and that clinicians are willing to engage with.
Is d2i a dashboard or a reporting tool?
No. d2i is not just another dashboard, although it uses dashboards as one output. d2i is a platform designed to support better conversations and sustained improvement, not just surface metrics. Shared understanding and action are the goal. With our clinical insights, we help you get to the “why” beyond the data.
Who is d2i built for?

d2i is purpose-built for healthcare leadership:

  • Emergency medicine leadership
  • Hospital medicine leadership
  • Clinical administrators responsible for throughput, LOS, quality, and physician performance
  • Life sciences and research professionals

We intentionally focus on environments where healthcare performance matters most and where trust in insights is critical.

How long does it take to see value from d2i?

Many organizations begin seeing meaningful insights soon after data pipelines are established. Because d2i focuses on healthcare performance insights, value often shows up first before formal metrics even change in the form of clearer conversations, faster alignment, and more confident decision-making. Our customer case stories capture real challenges and real outcomes.

What types of healthcare data does d2i analyze?

d2i integrates and normalizes data from key healthcare systems, including:

  • EHR and EDIS platforms, including Epic Systems, Oracle Health (Cerner), MEDITECH, Veradigm (Allscripts), and others
  • Billing and revenue cycle systems such as Zotec, Ventra Health, R1, LogixHealth, and Brault
  • Scheduling and staffing systems, including Shift Admin, QGenda, Intrigma, and TigerConnect
  • Patient experience data providers, including Press Ganey and NRC Health
  • Quality and operational data sources

These create a unified, workflow-aligned view of healthcare performance.

Does d2i work with our existing EHR system?

Yes. d2i supports all major EHR and EDIS platforms. Our proprietary data acquisition approach is designed to minimize burden on internal IT teams while ensuring accuracy, consistency, and reliability across systems.

How does d2i help clinicians engage with performance data?

Over years of working directly with healthcare leaders, we’ve learned that clinicians disengage when data feels inaccurate, incomplete, or unfair. d2i’s balanced physician scorecards are built to reflect real practice patterns, case mix, and workflows. When clinicians recognize themselves in the data, conversations shift from defensiveness to shared problem-solving and improvement.

Can d2i support quality reporting and regulatory requirements?

Yes. d2i supports MIPS/MVP quality analytics, reporting and data submission to QCDRs by acquiring, validating, cohorting, and structuring the required data. We perform daily “met / not met” logic based on strict metric definitions, denominator, and numerator to allow for immediate performance problem recognition and rapid remediation. We help organizations navigate complex reporting requirements while maintaining confidence in the underlying performance insights. The goal is clarity, not added administrative burden.

Ready to see if d2i is the right fit for your healthcare analytics needs?

The first step…. Start the conversation.

Ready to See If d2i Is the Right Fit?

The first step is a conversation. We start by understanding your goals, challenges, and current data environment — and determine whether advanced healthcare analytics from d2i can support your team.

Loading...