Interoperability Enablement for Value-Based Care Use-Cases

We help healthcare technology companies turn fragmented clinical, claims, and operational data into decision-grade intelligence that powers quality, risk, cost, and care outcomes in Value-Based Care models.

Trusted By

We help digital health and healthcare product teams integrate, normalize, and govern EHR, claims, post-acute, and CMS data to power trusted analytics, quality measures, risk models, and value-based care workflows.

Representative Value-Based Care Use-Cases Enabled

SDoH Analytics Enablement Framework

Enabling analytics pipelines that integrate clinical, claims, SDoH data to generate population insights and support targeted, equitable interventions.

Care Coordination Workflow Enablement

Enabling dashboards, analytics, and workflow automation that support coordinated care delivery across teams and care settings in value-based models.

Care Gap Management & Care Plan Support

Supporting care gap identification and care plan logic using normalized, analytics-ready clinical and claims datasets across care settings.

Care Gap Analytics Enablement Layer

Enabling care gap analytics by operationalizing quality rules and longitudinal patient data across fragmented clinical systems.

Quality Measure Calculation

Designing and implementing calculation engines for HEDIS, Stars, and custom quality measures using governed, auditable data pipelines.

Risk-Stratified Cohort Data Engineering

Supporting ML-based cohorting and stratification by preparing feature-ready datasets aligned to risk, attribution, and outcome models.

CMS TEAM Risk Analytics Enablement

Enabling data integration and analytics workflows to support CMS TEAM episode-based risk analysis, benchmarking, and reporting needs.

CMS ACCESS Enablement

Enabling data, interoperability, reporting foundations for CMS ACCESS participation, supporting outcomes, and audit traceability.
TechVariable helps you with

v2/FHIR/CDA/EDI Integration Social Determinants of Health Integration Health Data Normalization & Mapping Setting up Your Health Data Lake Setting up Your Terminology Server FHIR Enablement Services Gen AI / Agentic AI Workflows Care Gap Analytics Quality Measures Reporting

Case Studies

Customer success stories of turning inefficiencies into insights.

SDoH-driven patient analytics

We trained AI models so that our client could categorize patients by Social Determinants of Health (SDoH) via Gravity Project-aligned questionnaires, integrated with EHR for actionable insights.

20%

faster identification of high-risk patients

12%

reduced avoidable hospital visits

SDoH integration

Electronic Health Record

AI Implementation

Partnership with FQHCs for Medicaid-Centric Transformation

We partnered with a Chicago-based Health-tech client to streamline care management, enhance reporting, and strengthen compliance with chronic disease protocols through a combination of AI, automation, and modular health IT accelerators like SyncMesh.

30%

increase in care gap closure

22%

increase in preventive screenings

Medicaid

Chronic Care Mgmt

SyncMesh

Enabling FHIR-Based Data Integration for Wound Care Across Post-Acute Settings

We helped US-based wound care organization serving skilled nursing facilities, assisted living centers, and home-based care networks, integrate data from PointClickCare (PCC), a leading EHR platform in the PAC segment, with its internal infrastructure, laying the foundation for longitudinal
patient visibility and analytics-driven decision-making.

100%

replacement of manual data extraction

Zero

through fault-tolerant sync

FHIR Integration

Interoperability

ETL Pipeline

Heatwave Resilience for Care Facilities

We designed and deployed an advanced platform that integrates real-time weather data, patient vitals from IoT devices, and predictive models to mitigate heatwave risks, particularly for the elderly and chronically ill.

45%

faster alerts delivered

18%

lower heat-related incidents

Data Integration

Predictive Analytics

Chronic Care Mgmt

Preventing Controlled Substance Misuse

We designed and implemented an end-to-end Drug Diversion Surveillance & Reporting Platform—from data ingestion to real-time alerts—leveraging healthcare domain expertise, advanced AI models, and secure, modular architecture.

28%

faster identification of high-risk patients

35%

reduced investigation time

Drug Diversion

Pharmany Benefit Mgmt

AI Implementation

SNOMED CT Terminology Server Deployment

We designed and deployed a national-grade SNOMED CT Terminology Server infrastructure, integrating Snowstorm with HAPI FHIR and enabling a North American nation’s healthcare providers to share accurate, consistent, and standards-based clinical data across the continuum of care.

100%

terminology compliance achieved

65%

reduction in coding errors

Sever Setup

Clinical Data Integration

Compliance Mgmt

Redefining Healthcare Communication & Collaboration

We designed and developed a Collaboration Platform — a cloud-native, HIPAA-compliant, multi-tenant collaboration platform tailored for healthcare roles.

55%

reduced care delays

2X

accelerated decisions

HIPAA Compliant

Interoperability

Collaboration

A HIPAA-Compliant Digital Platform for Dental Consultations and Second Opinions

We delivered a HIPAA-compliant, cloud-native digital dentistry platform that connects patients and dentists with security, transparency, and speed.

100%

HIPAA Compliant

2 Week

Sprint Model

Digital Dentistry

Interoperability

Advanced Analytics

Client Testimonial

Expertise That Enables Value-Based Care Outcomes

Seasoned engineers, analysts, and product experts with hands-on US healthcare delivery experience.

Analytics-Ready Data Engineering for Value-Based Care

Expert developers in building data foundations that power quality measurement, risk stratification, and longitudinal patient views.

AI-Driven Actionable Predictions for Quality & Cost Outcomes

Specialist engineers in predictive models that support risk adjustment, gap identification, and VBC performance insights.

Standards & Compliance for Trusted VBC Reporting

Deep hands-on expertise in FHIR, HL7, HEDIS/eCQMs and CMS reporting standards to ensure data quality and compliance.

Interoperability & Data Normalization for Decision-Ready Records

Proven practitioners in real-world EHR, claims, and operational data integration, powering longitudinal records that VBC platforms depend on.

VBC Quality Measurement & Care Gap Analytics Experts

Domain specialists in driving HEDIS, Stars, and custom VBC metric pipelines that consistently produce trustable results.

Operational Intelligence & Workflow Enablement for VBC

Expertise in automating clinical and care coordination tasks linked to measurable quality, cost, and outcomes improvements.

Core Capabilities that Power Value-Based Care Platforms

Interoperability Enablement for VBC Workflows

Platform-Ready Digital Health Enablement

VBC-Ready Data Engineering & Intelligence

Everything You’d Want to Know About TechVariable

A little more about what drives us, how we work, and why we do what we do.

TechVariable helps US healthcare teams enable interoperability, data foundations, and analytics workflows for Value-Based Care use-cases.

Our work typically includes integrating clinical and claims data, normalizing it using healthcare standards, and enabling downstream analytics and workflows for care gaps, quality measures, care coordination, risk stratification, and CMS-aligned programs.

We work best with:

• Healthcare technology and product companies

• Value-Based Care enablement platforms

• Analytics and data platforms operating in healthcare

• Organizations supporting CMS-aligned or VBC programs

If your product or service depends on trusted clinical and claims data, we are usually a strong fit.

Our primary focus is US healthcare.

Our domain expertise, delivery practices, and frameworks are built specifically for healthcare interoperability, data engineering, and regulated environments.

No.

We are a technology enablement and services partner.

We do not sell a packaged platform. We work with your team to design and implement the data, interoperability, analytics, and workflow capabilities needed for your specific use-case.

Interoperability enablement means making healthcare data usable and trustworthy across systems, not just moving data from point A to point B.

In practice, this includes:

• Integrating data across EHRs, claims systems, and operational tools

• Normalizing data using standards like FHIR, HL7v2, CDA, and terminologies

• Preparing analytics-ready datasets for downstream workflows and reporting

Interoperability is the foundation that enables Value-Based Care use-cases to function reliably.

Most engagements start with a short discovery phase to align on:

• Data sources and standards in scope

• Target use-cases and workflows

• Constraints, risks, and success criteria

From there, we propose an execution plan with clear milestones, sprint cadence, and delivery ownership.

We provide an initial range based on scope and complexity, then refine it after discovery.

Healthcare integrations often vary widely based on data quality, system constraints, and standards implementation. We plan and price with explicit assumptions to avoid surprises later.

We typically work in two models:

• Dedicated Pod Model

A cross-functional team delivering on a sprint cadence.

• Fixed Scope / Fixed Price

Used when requirements and acceptance criteria are clearly defined.

We’ll recommend the model that best fits the use-case and delivery risk.

Yes.

We can assess your current architecture, codebase, data pipelines, and integrations, then propose a stabilization and recovery plan. Our initial focus is restoring reliability, observability, and trust before expanding scope.

“Done” means the system is operationally reliable, not just deployed.

That typically includes:

• Predictable data pipelines

• Normalized and governed datasets

• Traceable logic and outputs

• Downstream teams able to use the system without constant manual reconciliation

TechVariable's Health-Tech Resource Hub

Explore expert videos, podcasts, blogs, and whitepapers designed to help healthcare leaders stay ahead of industry trends and innovations.

A Framework for Unified Data in Medicare Advantage

Medicare Advantage has outgrown the legacy data infrastructure that many payers still rely on. Fragmentation is now a strategic risk that threatens compliance, revenue, and growth. This paper lays out the architectural framework and implementation roadmap to eliminate silos and build a Single Source of Truth.

Reimagining Population Health Management

Healthcare organizations are drowning in data yet starving for insight. Despite billions invested in analytics and care coordination, most population health programs plateau because they rely on retrospective, rule-based risk segmentation. Machine learning and agentic AI represent the bridge between prediction and action, transforming fragmented data into personalized, scalable care that meets patients where they are.

The Healthcare Leader's Perspective

10 Videos

Interoperability for Wearables and Medical Devices

In this episode of The Healthcare Leader’s Perspective, Ratnadeep Bhattacharjee, Co-founder & CEO of TechVariable, sits down once again with...

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Keith Deutsch

How Technology is Shaping the Future of Healthcare Policy

In this episode of The Healthcare Leader’s Perspective, host Ratnadeep Bhattacharjee, Co-founder & Chief Solutions Officer of TechVariable, sits down...

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Peter Preziosi