April 2026·5 min read

Community health monitoring analysis

A government healthcare programme needed to monitor maternal health, child health, and death counts across a complex hierarchical network with no centralised system. Infoveave implemented a

live interactive health monitoring dashboard with multi-level role-based access, data ingestion from disparate databases, and customised stakeholder reports. The solution gave government officials, funders, and ground implementation partners real-time visibility at every level of the organisation hierarchy — enabling data-driven decisions and adaptive programming.

At a glance:

Industry: Healthcare
Platform focus: Data Analytics
Proof type: Quantified outcomes on a governed unified data layer

Multi-Level

Visibility from block to national level with role-based access

Real-Time

Live dashboards tracking maternal health, child health KPIs

Automated

Customised reports shared with stakeholders at all levels

In this story:

Client Overview
The Solution
The Challenge
The Solution
Results

Community health monitoring analysis

Health monitoring and supervision have always been a challenge for most workers on-ground. The lack of facilities, infrastructure, training, and awareness on-ground poses a few of the many challenges.

Leading humanitarian organizations are exploring their options to enhance the supervision programs. This would help to reach out to a greater audience with medical aids. CRS Catholic Relief Services is exploring ways to support scale-up programs for ASHA’s Accredited Social Health Activists and has tied up with Sarathi Development Foundation to support the scale-up programs under the aegis of the National Health Mission. The ReMiND project aims to strengthen systematic supportive supervision of ASHAs. To help improve their performance by improved knowledge and skills of ASHA Sangini. The technology helped strengthen supportive supervision by providing real-time data on ASHA performance. By supportive supervision, automated reports at different levels, and real-time evidence-based decision-making, an efficient and transparent system was formed.

Business need for health monitoring solution

As part of its various healthcare initiatives, the client is working on an ICT-led solution. The community health monitoring analysis supports Community Health Worker Supervisors to guide performance improvements. The project involves training and supporting the 523 workers.

Using the supportive community health monitoring analysis application to further guide 10,385 ground-level staff. This will improve their outreach to a population of 1.77 crores on key maternal and child health issues. The client needed to develop and maintain the ASHA Sangini Supportive Supervision Application dashboard. The purpose is to define roles and expected outcomes through this web-based project. Providing the NHM and project staff timely access to analyzed data on critical projects. Various indicators and data trends help them to make informed programmatic decisions. And to identify areas for improvements and do adaptive programming.

The need for health monitoring analysis

Analyzing various health parameters like Maternal health, Child health, and death counts.
Consuming Supportive Supervision data of the healthcare workers to get critical and decision-making insights.
Benchmarking to compare various project indicators by way of dashboards and reports.
Implementing the objectives of the scale-up project to guide performance.
Sharing information on the dashboard with users at various levels of the organization hierarchy.

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Community health monitoring using Infoveave

The need for easy access to analyzed data for different levels of the workforce was critical. As it would help in data-driven decision-making and adaptive programming. This involved various modules of Infoveave working together to meet client expectations. Data ingested from disparate databases into Infoveave data source. User type-specific indicators and their definitions with data defined. Required data pulled from the data dictionary to set up analysis algorithms. The dashboard houses analytics from data available from the program. The dashboard was set up with several navigation links and drop-down menus to sub-pages. Also including infographics with permitted logos and color schemes. Altogether making it a modern live interactive dashboard. Role-based accessibility is provided at various levels of the hierarchy. Various alert indicators to track and record the daily/weekly/monthly performance. Customized reports generated and shared with respective stakeholders. With insights gained and intelligent decision-making, improvement measures were rolled out to stakeholders. Entire structural documentation of the dashboard and source code prepared in parallel. This would help the agency to install and adapt the application.

KPIs tracked by health monitoring systems

Assessment at different user levels.
User manual for the end-users.
System improvements based on the feedback from end-users.
Multi-lingual support (for both English and Hindi).
User-friendly interactive dashboard with visualization and description in different languages.
A tabular report supporting the Govt norms and regulations.
A visualization drill-down showing time-specific views (be it weekly, monthly, or yearly).
Enable customized view of the dashboard at various levels of the hierarchy.
Role-based access to the dashboard.

To Summarize

Increased efficiency: By removing manual intervention, process efficiency improved — otherwise prone to errors or missing out on critical monitoring data.
Enhanced visibility: Performance analysis and customised insights provided visibility to block development officers, government officials, programme funders, and ground implementation partners.
Benchmarking project indicators: Agency agents gained access to the dashboard for quicker response to critical needs with real-time data.

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About the Authors

Infoveave Product Team is a member of the Infoveave Product and Solutions Team — specialists in Unified data platforms, agentic BI, and enterprise analytics. Infoveave (by Noesys Software) helps organizations unify data, automate business processes, and act faster with AI-powered insights.

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