Automated Data Platform for Healthcare

A leading national healthcare quality organization eliminated 100% of manual data aggregation and visualization processes for 300+ palliative care programs by implementing an automated data platform on AWS. This mid-market nonprofit manages the only unified specialty palliative care data registry in the United States, supporting program-level quality benchmarking across hospital and community-based providers nationwide.

CASE STUDY
7-MINUTE READ
D3Clarity healthcare cloud modernization solution for data-driven insights
The Challenge at Hand

Executive Summary 

A leading national healthcare quality organization eliminated 100% of manual data aggregation and visualization processes for 300+ palliative care programs by implementing an automated data platform on AWS. This mid-market nonprofit manages the only unified specialty palliative care data registry in the United States, supporting program-level quality benchmarking across hospital and community-based providers nationwide. 

 

Key Results: 

  • Eliminated manual data aggregation and visualization processes for 300+ annual survey submissions 
  • Automated member reporting through integrated Amazon QuickSight dashboards 
  • Successfully onboarded all 300+ programs to new platform within project timeline 
  • Implemented save-and-resume functionality reducing survey abandonment 
  • Deployed role-based portal with differentiated access for hospital vs community programs 
  • Established scalable infrastructure foundation supporting future patient-level data collection 
  • Cost-optimized QuickSight implementation using custom URLs minimizing licensing costs 

Solution: D3Clarity designed and deployed a secure, cloud-native data platform using AWS Amplify, Amazon QuickSight, and Amazon DynamoDB that automated survey data collection, provided embedded analytics dashboards for member benchmarking, and established the infrastructure foundation for strategic expansion into patient-level data registry services. 

 

Client Overview 

This national healthcare quality organization operates the only unified specialty palliative care data registry in the United States, serving 300+ hospital and community-based programs through annual comprehensive surveys gathering operational statistics. As a non-profit funded through member subscriptions and data services, the organization competes by delivering timely, actionable quality benchmarking insights that help palliative care programs demonstrate value and improve patient outcomes. Their data platform directly impacts member retention, operational efficiency, and strategic growth plans to expand into patient-level data collection—a critical evolution requiring secure, scalable cloud infrastructure that their legacy system could not support. 

 

Business Challenge 

The organization faced operational efficiency constraints and strategic growth limitations that threatened their competitive positioning in the healthcare quality space: 

  • Outdated data entry platform: Legacy system lacked a user-friendly interface, save-and-resume functionality for multi-hour surveys, and modern automation capabilities, creating member frustration and incomplete submissions 
  • Manual data aggregation burden: Staff spent significant time annually on manual data aggregation and visualization processes that consumed resources without adding strategic value 
  • Inflexible access controls: Unable to implement appropriate role-based data segregation between hospital and community programs, limiting data governance capabilities 
  • Blocked strategic expansion: Legacy infrastructure could not scale to support planned patient-level data collection initiative, preventing revenue growth and competitive differentiation 
  • Delayed member insights: Inability to automate reporting delayed delivery of benchmarking insights to members, impacting satisfaction and retention 

Without modernization, the organization risked losing members to competitors offering more timely analytics, operational inefficiency limiting staff focus on strategic initiatives, and the inability to execute growth plans requiring secure, scalable cloud infrastructure. 

 

Why D3Clarity 

The organization evaluated third-party survey platforms (SurveyMonkey, Qualtrics), commercial healthcare data collection systems, and expanding manual processes with additional staff before selecting D3Clarity for their comprehensive healthcare data platform expertise and AWS cloud specialization. 

  1. Healthcare data expertise: Deep understanding of sensitive data handling requirements, privacy standards, and healthcare quality organization operational models provided confidence in secure, compliant implementation 
  2. Amazon QuickSight specialization: Proven experience deploying cost-efficient embedded analytics, using a custom URL approach minimized licensing costs while delivering full dashboard functionality within the member portal 
  3. AWS cloud architecture experience: Demonstrated capability in building secure, scalable infrastructure positioned to support future patient-level data collection expansion without platform limitations 
  4. Collaborative development methodology: Weekly demo cadence ensured stakeholder visibility, design input, and alignment throughout the development process, reducing implementation risk 
  5. Comprehensive solution approach: End-to-end expertise spanning secure member portal development, role-based access implementation, survey logic design, and embedded analytics integration eliminated the need for multiple vendors 

D3Clarity's AWS Advanced Tier Consulting Partner status, proven healthcare implementation track record, and expertise with AWS Amplify and Amazon QuickSight provided the specialized capabilities required for this mission-critical data platform modernization. 

Innovative Solutions Unleashed

Solution Delivered 

D3Clarity designed and implemented a cloud-native data platform that automated survey data collection, embedded real-time analytics dashboards, and established the secure infrastructure foundation for strategic growth initiatives. 

  1. Automated member portal with embedded analytics: Secure, branded portal integrated Amazon QuickSight dashboards, providing members instant access to historical trends and program benchmarks without manual data aggregation 
  2. Save-and-resume survey functionality: Users could complete complex multi-hour surveys across multiple sessions without data loss, reducing abandonment and improving submission completeness 
  3. Role-based access architecture: Differentiated permissions for hospital versus community programs ensured appropriate data segregation while maintaining a unified registry infrastructure 
  4. Conditional display logic: Static survey templates adapted dynamically based on user responses, improving data quality through intelligent validation and reducing respondent burden 
  5. Cost-optimized QuickSight implementation: Custom URL approach delivered full embedded dashboard functionality while minimizing per-user licensing costs for 300+ member organizations 
  6. Scalable infrastructure foundation: AWS Amplify, DynamoDB, and Lambda architecture designed to support future patient-level data collection without performance degradation or architectural redesign 

Technical Implementation: D3Clarity leveraged AWS Amplify for secure member portal hosting, Amazon DynamoDB for flexible data storage supporting evolving survey structures, Amazon QuickSight for embedded analytics dashboards, Amazon Cognito for email verification and self-service password management, and AWS Lambda for workflow automation. The staggered development approach maximized component reuse, reducing costs and accelerating delivery. The solution was deployed to development and production environments within the 4-6 month project timeline, with all 300+ programs successfully onboarded. 

Transformative Results Achieved

Results & Business Impact 

The organization achieved complete elimination of manual data processes while establishing the infrastructure foundation required for strategic expansion into patient-level data services. 

  1. 100% elimination of manual aggregation: Automated Amazon QuickSight dashboards integrated into member portal replaced time-consuming manual data aggregation and visualization processes, freeing staff for strategic initiatives 
  2. 300+ programs successfully onboarded: All member organizations transitioned to new platform within project timeline, maintaining operational continuity and member satisfaction 
  3. Improved survey completion rates: Save-and-resume functionality and conditional display logic reduced abandonment and improved data quality through better user experience 
  4. Near real-time member insights: Automated dashboards provided members instant visibility into historical trends and program benchmarks, improving satisfaction and demonstrating organizational value 
  5. Scalable growth foundation: Reusable AWS infrastructure positioned organization to expand into patient-level data collection, enabling new revenue streams and competitive differentiation 
  6. Reduced IT support burden: Email verification and self-service password management through Amazon Cognito minimized operational overhead 

Future Roadmap: The organization plans to expand data collection to include patient-level information, enhance analytics capabilities with additional QuickSight dashboards for deeper quality improvement insights, and scale the member portal to support additional healthcare quality registries beyond palliative care. 

 

AWS Services Used 

  • Primary Data Platform Services: AWS Amplify (member portal hosting), Amazon QuickSight (embedded analytics dashboards) 
  • Data Storage & Management: Amazon DynamoDB (flexible survey data storage), Amazon S3 (asset storage) 
  • Authentication & Security: Amazon Cognito (user authentication, email verification) 
  • Integration & Processing: AWS Lambda (workflow automation) 
  • Foundation Services: Amazon CloudWatch (system monitoring) 

 

About D3Clarity 

D3Clarity helps teams, large and small, modernize their data, cloud, and customer experience (CX). We design and implement governed data foundations, automate workflows with artificial intelligence (AI), and deliver well-architected cloud modernization to reduce risk, retire technical debt, and accelerate measurable business outcomes. 

As an AWS Advanced Tier Consulting Partner with the Amazon Connect Delivery, Well-Architected Partner Program, and Migration and Modernization Services Competency specializations, D3Clarity has successfully deployed thousands of AWS workloads to production. Our core capabilities include: 

  • Modern Data Platforms: Governed data foundations, data lakes, analytics platforms, AI/ML enablement—delivering automated insights that eliminate manual processes and enable strategic growth 
  • Well-Architected Cloud Solutions: AWS infrastructure modernization, application migration, cost optimization, security and compliance for regulated industries 
  • Omnichannel Customer Experience: Amazon Connect contact centers, AI-powered quality assurance, unified customer engagement platforms 
  • Strategic Change & Business Advisory: Digital transformation strategy, technology roadmap development, organizational change management 
  • 24×7 Production Support & Managed Services: Always-on operational excellence ensuring platform reliability and optimization 

D3Clarity maintains SOC 2 Type II certification and HIPAA BAA capability, with extensive experience serving regulated industries including healthcare, financial services, and government. We carry Professional Liability Insurance and Cyber Liability Insurance, providing clients additional assurance for mission-critical implementations. 

Our proven methodology—Discovery & Design, Build (Pilot), Enable & Roll Out, and Prove Value & Scale—ensures predictable delivery timelines and measurable business outcomes. We serve clients across the United States, Canada, and Spanish-speaking Latin America from our headquarters in Austin, TX. 

Contact D3Clarity: 

Ready to modernize your healthcare data platform and eliminate manual processes? Contact D3Clarity to discuss how AWS-native solutions can automate reporting, enhance the member experience, and lay the foundation for strategic growth. 

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