Patient Risk Stratification & Identification Software for Value-Based Care
Custom software solutions to help payers, providers, and ACOs identify high-risk patients, close care gaps, and succeed under value-based care contracts.
Value-based care requires healthcare organizations to move from reactive treatment to proactive population health management. At the center of this shift is patient risk stratification, the ability to identify high-risk and rising-risk patients before costly events occur.
At Sigma Software, we build custom patient risk stratification and identification software that unifies EHR, claims, pharmacy, and social determinants of health (SDOH) data. Unlike off-the-shelf platforms, our solutions are tailored to your systems, value-based contracts, and patient population.
Our tools integrate with existing workflows, align with HEDIS, Medicare Advantage Star Ratings, and CMS-HCC risk adjustment models, and meet the strictest HIPAA and GDPR compliance standards. The result: early risk detection, more effective allocation of care management resources, and measurable improvements in contract performance.
Why Patient Risk Stratification is Essential in Value-Based Care
Shifting to value-based care means reimbursement depends on measurable outcomes, not just volume of services. Without effective risk stratification tools, healthcare organizations struggle to manage high-cost populations and meet contract benchmarks.
- Healthcare costs are concentrated: Around 5% of patients account for nearly half of U.S. healthcare spending. Identifying them early is the key to cost control.
- Quality metrics drive revenue: CMS programs, HEDIS, and Star Ratings tie financial incentives directly to clinical outcomes and patient experience.
- Fragmented data impedes progress: EHRs, payer claims, pharmacy data, and social determinants often exist in separate systems. Without integration, risk scores are incomplete and interventions are less effective.
A custom patient risk stratification and identification solution enables organizations to connect these data points, predict risk more accurately, and prioritize patients for proactive care management.
What’s Included in a Custom Patient Risk Stratification & Identification Solution
Every client faces unique challenges. That’s why we design risk stratification software that adapts to your specific contracts, data sources, and workflows. Typical features include:
1. Unified Healthcare Data Integration
- Seamless connections to EHRs (FHIR/HL7), payer claims, pharmacy systems, labs, and patient-generated health data.
- Standardized mapping to USCDI and FHIR US Core, ensuring interoperability with future regulations.
- Capture of ICD-10 Z codes to integrate social determinants of health into risk calculations.
2. Patient Matching and Data Quality Management
- A Master Patient Index (MPI) to resolve duplicates and create longitudinal records.
- Automated normalization, deduplication, and validation to ensure reliable inputs.
3. Predictive Analytics & Risk Adjustment Models
- Risk models aligned with CMS-HCC risk adjustment and commercial payer requirements.
- Predictions for readmissions, chronic disease progression, and medication adherence.
- Transparent, explainable algorithms for clinician trust and regulatory audits.
4. Workflow-Ready Risk Tools for Providers and Payers
- Care manager dashboards with prioritized patient risk lists.
- EHR-integrated alerts for open care gaps tied to HEDIS and Star Ratings.
- Task assignment and collaboration features to improve care coordination.
5. Security, Privacy, and Compliance by Design
- Encryption, access controls, and audit logs to ensure HIPAA and GDPR compliance.
- Built-in consent management for patient privacy preferences.
- Data governance frameworks to support payer-provider data sharing agreements.
Applications of Patient Risk Stratification Software
For Accountable Care Organizations (ACOs)
- Support MSSP attribution models by tracking outcomes at both patient and provider levels.
- Identify patients most likely to drive shared savings or penalties.
- Align care management with population health benchmarks.
For Medicare Advantage Plans
- Incorporate CMS-HCC risk scores to optimize revenue integrity and ensure accurate payment adjustment.
- Support Star Ratings through better care gap closure and preventive care outreach.
- Monitor chronic condition management across member cohorts.
For Integrated Delivery Networks and Provider Groups
- Enable team-based care coordination across primary, specialty, and post-acute care.
- Surface real-time risk alerts within clinician workflows.
- Strengthen performance in value-based care contracts with payers by reducing avoidable utilization.
For Commercial Payers
- Enhance member stratification for care management programs.
- Integrate claims, utilization, and SDOH to guide benefit design.
- Improve reporting for NCQA, HEDIS, and URAC accreditation requirements.
Benefits of Custom Patient Risk Stratification Solutions
When risk stratification software is tailored to your data and contracts, the impact is measurable:
- Better financial performance: Improve HEDIS and Star Ratings, succeed in ACO benchmarks, and increase shared savings.
- Smarter resource allocation: Direct care management resources toward the patients who will benefit most.
- Lower avoidable utilization: Reduce hospital readmissions and emergency visits with early intervention.
- Stronger patient engagement: Address medical and non-medical needs, from diabetes management to food insecurity.
Greater transparency and trust: Explainable models ensure clinicians and payers understand how risk scores are calculated.
Why Choose Sigma Software for Value-Based Care Software Development
- Experience in healthcare software development: From EHR integrations to payer analytics, we’ve built solutions across the care continuum.
- Expertise in compliance and interoperability: HIPAA, GDPR, FHIR, HL7, and USCDI are core to our development process.
- Custom solutions, not one-size-fits-all platforms: We develop around your workflows, your contracts, and your data.
- Outcome-based delivery: Our solutions are designed to help you improve quality metrics, reduce costs, and succeed in value-based care.
Custom Integration with Healthcare Systems
No two organizations approach value-based care arrangements the same way. That’s why our patient risk stratification solutions are tailored to your contracts, workflows, and data sources.
One
Workflow Mapping Across Payers and Providers
Two
Risk Logic Configuration
Three
EHR, Claims, and Registry Integration
Four
Predictive Model Training & Validation
Five
Agile Development & User Testing
FAQ
Custom risk stratification integrates directly with your EHR, claims and payer systems, supports payer-provider data integration, and is built around your specific value-based contracting / value-based care contracts and alternative payment models (APM). That means the model aligns with your contracts, supports outcomes-based contracting and risk-sharing models healthcare, and adapts as your value-based care arrangements evolve — rather than forcing your workflows to change.
By prioritizing outreach to high- and rising-risk cohorts, our tools close care gaps and improve clinical outcomes and patient experience — which directly supports HEDIS performance, Medicare Advantage Star Ratings, and other quality measures value-based care.
Yes. We ingest ICD-10 Z codes and third-party SDOH datasets alongside clinical, pharmacy, and claims data so social determinants of health inform risk scores, risk adjustment, and population health management value-based care.
Yes. We design solutions for ACOs, Medicare Advantage plans, commercial payers and provider networks, enabling payer-provider partnerships value-based care and analyses across bundled payments vs capitation, and capitation vs fee-for-service tradeoffs.
ROI depends on contract type (APM, capitation, bundled payments, fee-for-service reconciliation), data maturity, and operational readiness. Many clients begin to see measurable improvements in care-gap closure and contract performance within the first reporting cycle after implementation; our approach is built to accelerate ROI value-based care programs.
We combine software, analytics, and implementation services to support the transition to value-based care: population health management value-based care, outcomes-based contracting workflows, payer-provider data integration, and training to operationalize quality measures value-based care and risk-sharing models healthcare.
Ready to Solve Your Value-Based Care Challenge?
Let’s talk about your unique workflows and design a custom digital health solution that supports outcome-based care, improves population health, and aligns with value-based reimbursement models.
Whether you’re navigating HEDIS metrics, improving care coordination, or optimizing performance-based contracts, we can help.
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Build Your Custom Implementation Plan
Your implementation plan includes integrations, MVP timelines, and long-term support strategies. We build your value-based care solution around real workflows, compliance requirements, and measurable outcome goals.
Launch and Optimize for Outcome-Based Development
Our solutions combine predictive analytics, AI-driven clinical insights, and secure, interoperable data flows. Whether you need compliance tools, shared savings tracking, or a care coordination engine, we align it with your quality metrics, reimbursement goals, and care delivery model.
Ready to Improve Outcomes with Custom Value-Based Solutions?
We design and build custom software for value-based healthcare, built around your data, workflows, and objectives. Whether you need to unify data, support attribution, or track performance across contracts—we’re here to build what works.
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