Rising denials, outdated tools, and siloed workflows put margins at risk. ML Data House equips revenue leaders with integrated data, real-time insights, and embedded workflows to improve audit readiness and prevent denials. We help leaders close the gap between clinical documentation and reimbursement, stay current with payer rules, identify where revenue is leaking, and speed up payments.

Bridge the disconnect that causes missed charges and downstream revenue risk by integrating data into a single source of truth and connecting workflows to the EHR while automating CDM approvals. This transparency into the financial impact of clinical activity and streamlined audit history reduces missed charges and tightens clinical–financial alignment.

Keep up with evolving payer and coding requirements without burning out your team by accessing coding, billing, and regulatory data in real time and centralizing guidance for coding and documentation issues. Receive alerts when payer requirements change and reduce time spent researching conflicting or outdated rules, resulting in more confident decisions, fewer errors, and stronger compliance.

Combine powerful analytics with trusted reference data so teams across finance, compliance, and clinical operations make smarter decisions faster. ML Data House gives everyone the visibility and tools needed to drive integrity, prevent errors, and protect reimbursement.

Establish a clear, consistent baseline for labor performance by unifying productivity and staffing data, tailoring benchmarks by peer group or shift, and integrating payroll and timekeeping for better comparability and accountability.

Forecast staffing needs with predictive analytics and monitor labor use via dashboards and real-time alerts so units can adjust shift-by-shift and ensure the right staff are deployed where demand is highest.

Identify labor cost drivers and productivity outliers, analyze overtime and premium-pay trends, and address root causes to reduce spend without compromising care through smarter budgeting and forecasting.

Provide role-specific dashboards, unit-level performance goals, and drill-down views by shift or employee group so teams can manage labor effectively, see progress, and act on improvement opportunities.

Convert fragmented workforce data into actionable insight to reduce variability, improve labor performance across the enterprise, and sustain high-quality, efficient care delivery.

Reduce the time and complexity of compiling quality data so teams can focus on improving outcomes, not managing spreadsheets. Consolidate data from multiple systems, calculate measures in real time, and submit to CMS using compliant and current protocols for faster, more accurate reporting.

Avoid penalties and maximize incentive payments by identifying opportunities to improve quality scores and automate workflows. Use real-time analytics to accelerate outcomes improvement, reduce administrative overhead, and track risk areas before they affect your bottom line.

Equip teams with interactive dashboards and tailored scorecards to view all value-based programs, drill into patient-level gaps, and filter by provider or program. This transparency helps users act confidently, improve accountability, and sustain performance momentum.

Integrate SDOH and clinical data to understand disparities and ensure equitable care delivery. Identify trends, prioritize outreach with targeted lists, and use visual reports to guide strategies that promote fairness, inclusivity, and better health outcomes for all.

Shift from reactive reporting to proactive performance with Health Catalyst. By turning quality measurement into a catalyst for clinical, operational, and financial improvement, leaders can focus on driving change rather than managing complexity.

Traditional costing methods often hide key insights behind assumptions and averages. Our analytics platform provides encounter-level visibility, helping teams view activity-based cost reporting, identify real-time cost drivers, and build a trusted foundation for smarter, more transparent financial decisions.

Once variation is visible, leaders can pinpoint high-impact areas and prioritize initiatives with precision. Benchmark costs by service line and provider, detect high-cost outliers, and monitor trends to target improvement efforts where they drive the most value and measurable savings.

Empower clinicians with relevant financial data and contextual insights that connect cost to outcomes. Interactive dashboards and aligned performance views foster shared accountability and collaboration between clinical, financial, and operational teams for sustainable cost improvement.

Move beyond one-time cost reduction with tools to track ROI, quantify results, and sustain progress. Our platform measures the impact of standardization efforts and builds a long-term framework for evidence-based cost management and continuous performance growth.

Health Catalyst brings clarity to cost variation by uncovering the “why” behind differences in care delivery and cost drivers. With transparent insights, health systems can engage teams, standardize wisely, and move from reactive management to proactive, strategic cost optimization.

Build trust and increase engagement by tailoring outreach using clinical and demographic data. Communicate in patients’ preferred languages through SMS, email, or voice to reach underserved groups without portals, resulting in stronger relationships and higher response rates.

Automate outreach for screenings, medication refills, and follow-ups while delivering personalized education and reminders. By triggering engagement based on risk indicators, your teams can prevent missed care, reduce readmissions, and improve overall patient outcomes.

Simplify appointment scheduling, coordinate referrals, and automate check-ins to ensure smoother patient journeys. Embedding engagement workflows directly into the EHR helps reduce friction, maintain care continuity, and support timely follow-up actions.

Use AI-driven messaging and scalable outreach strategies to reach more patients while maintaining personalized communication. Ensure consistent, high-quality interactions across all touchpoints with reduced manual effort and greater patient satisfaction.

Create inclusive and accessible communication that meets diverse patient needs. Identify disparities, use multiple communication channels to overcome digital barriers, and tailor outreach to cultural contexts for more equitable engagement and improved care access.

Track engagement trends, adherence improvements, and outcome metrics to prove impact. Connect outreach performance to quality and financial goals and deliver transparent reports that demonstrate measurable ROI and strengthen organizational confidence in your strategy.

Health Catalyst makes engagement smarter and more scalable by helping teams reach the right patients at the right time. By reducing no-shows and improving communication, you can enhance satisfaction, lower costs, and strengthen the patient-provider connection.

Replace guesswork with precise insight into what drives results. Identify improvement areas across contracts and populations, benchmark outcomes and financial performance, prioritize high-ROI interventions, and guide leadership strategy with confidence.

Build trust with transparent analytics that clarify every calculation and model. Understand risk adjustments, groupers, and benchmarks while simplifying complex metrics into clear visuals that empower teams to make confident decisions.

Translate analysis into sustained financial and clinical improvement. Reduce avoidable utilization, improve coding and documentation accuracy, close care gaps, and capture more shared savings to strengthen outcomes and margins.

Ensure your organization can scale and adapt as contracts evolve. Track performance over time, spot emerging risks, adjust quickly to new contract types, and rely on expert insights to maintain consistent, long-term success.

Unite finance, clinical, and operational stakeholders around shared goals and data. Deliver role-specific dashboards, define KPIs, enable collaborative reviews, and bridge strategy and execution for faster, aligned progress.

Reduce manual effort and focus on performance improvement. Automate calculations, generate ready-to-use reports, respond quickly to ad hoc questions, and minimize repetitive data pulls to maximize strategic focus.

Break down silos and provide a unified view of each patient to guide better decision-making. Use dashboards highlighting care variation, patient-level risk views, clinical protocols, and workflow-integrated support to drive more coordinated care and better outcomes.

Find and close clinical gaps that increase cost and risk. Leverage rules-based flags, data from multiple sources, and targeted worklists to reduce readmissions and emergency visits while improving chronic disease management.

Free clinical teams to focus on meaningful care with smart cohort definitions, intuitive dashboards, predictive analytics, and streamlined workflows for documentation and refills, reducing burnout and administrative workload.

Deliver timely, personalized communication that keeps patients on track. Identify high-risk patients, tailor care plans, automate outreach, and track follow-ups to strengthen engagement, intervene early, and improve outcomes.

Health Catalyst unifies data, provides actionable insights, and embeds support into workflows to simplify complex disease management. Teams can intervene earlier, work more efficiently, and achieve better outcomes across the population.

Bring together EHR, billing, claims, and operational data into one consistent source of truth. Standardized metrics, single-patient views, and healthcare-specific models ensure better visibility, fewer errors, and stronger collaboration.

Get trusted dashboards and metrics without waiting on IT. Prebuilt dashboards, drag-and-drop tools, and real-time refreshes enable faster insights, reduce reporting delays, and empower self-sufficient teams.

Establish consistent definitions so all teams work from the same foundation. Shared metrics, audit-ready logic, and centralized dashboards strengthen alignment and ensure decisions are based on trusted data.

Adapt to new systems, data types, and standards without rework. Modular infrastructure, prebuilt connectors, and native support for healthcare data standards create a flexible, future-ready ecosystem.

Embed intelligence directly into tools clinicians and teams already use. EHR dashboards, mobile-friendly reports, and workflow integration enable timely action and higher adoption across the organization.

Stay ahead with a healthcare-ready data ecosystem that evolves with your needs. Expand to new services, incorporate emerging data types, and adapt to changing metrics, compliance, and strategic goals efficiently.