RUBICON | Automating Human Services Case Management with Azure

Solutions

Industries

Our work

About us

Human Services / Nonprofit

Automating Human Services Case Management with Azure

How we replaced fragmented manual workflows with a serverless, RBAC-secured platform built on Azure

Client quote

“Working with the RUBICON felt like an extension of our own product team. Their application of best practices kept us aligned, adaptive, and always moving forward. Through their steady, structured workflow, the final solution was delivered on time and in alignment with our standards and broader strategic direction.”

- Director of Product Evolution

Overview

A nonprofit organization operating in the human services sector relied heavily on manual processes and fragmented systems to manage sensitive information. Staff members, from frontline advocates to program managers, struggled with time-consuming data entry, siloed spreadsheets, and limited decision-making support.

The organization sought to replace its outdated tools with a modern, secure, and scalable platform. The goal was to eliminate inefficiencies, reduce errors, and empower staff with real-time insights and machine learning (ML)–driven recommendations. At the same time, leadership required a scalable foundation that could evolve to meet future use cases such as predictive analytics, expanded reporting, and integrated communication workflows.

Challenges

Before the project, the organization faced several critical challenges:

Manual inefficiencies: Staff spent countless hours entering data from third-party systems into spreadsheets, leading to errors and delays.
Limited scalability: The Excel-based system could not keep pace with growing volumes of data or the organization’s expansion.
Manual processes: Frontline caregivers relied on manually triggered questionnaires, slowing down service delivery.
Lack of automated insights: Decision-making was based on static reports rather than dynamic, data-driven recommendations.
Compliance risks: The absence of a centralized, secure platform made it difficult to meet regulatory requirements such as HIPAA.
User management gaps: No role-based system existed to ensure proper authentication and access controls.

Solutions

RUBICON partnered with the client to design and implement a secure, cloud-based platform that automated workflows and enabled advanced analytics.

Key features of the solution included:

Automated data ingestion: Information from forms and third-party systems is now seamlessly collected and transformed through cloud-based serverless functions.
Centralized data platform: All records are stored in a structured and compliant system, ensuring quick access and high accuracy.
Role-based access: Secure authentication and authorization ensure staff only see the data relevant to their role.
Machine learning integration: External ML models, accessed via APIs, provide real-time decision-support for frontline advocates and managers.
Visualization tools: Built-in dashboards replace static Excel graphs, giving leadership a clear, up-to-date view of operations.
Automated communications: Email reminders and notifications now reach staff and caregivers without manual intervention.
Real-time monitoring: Performance and usage patterns are tracked to ensure reliability and provide insights into future improvements.

The platform was built using modern cloud infrastructure, leveraging Infrastructure as Code for repeatability and scalability, and was implemented following agile delivery methods to ensure stakeholder engagement throughout.

Results

The project delivered measurable improvements across the organization:

Reduced manual work: Estimated 60–80% reduction in manual data entry time. Staff hours previously spent on re-keying and reconciling data are now handled automatically by the event-driven pipeline.
Improved decision-making: Staff now receive data-driven recommendations in real time, supported by ML models.
Enhanced compliance: The system meets strict security and regulatory standards, including HIPAA.
Increased scalability: The platform is ready to support future growth and additional services without performance degradation.
Higher staff satisfaction: Program staff and caregivers spend less time on administrative work and more time on mission-critical tasks.
Operational transparency: Leadership benefits from real-time dashboards and insights into system performance and user engagement.

Technology stack

React, Azure Functions, Azure SQL Server, Azure Cosmos DB, Microsoft Data API Builder, Azure Static Web Apps, Azure AD B2C, Azure Communication Service, Azure Application Insights