Features - Zenysis

Core Features

Harmony unlocks the full power of your organization’s data to catalyze breakthroughs in health system performance and improve health outcomes at scale.

Data Integration Pipeline

Our data integration pipeline is a powerful tool that automatically and continuously integrates data from your source systems into your Harmony platform. This ensures decision makers always have access to up-to-the-minute data from across the health system to inform their decisions.

Data Harmonization

Data from different systems usually do not talk the same language, making it difficult to combine them for analysis. Harmony automatically harmonizes these differences, enabling you to effortlessly combine these data sources for analysis for the first time. Harmony also enables data managers to easily resolve discrepancies between different data sources to improve data quality.

Integrated Data Warehousing

Harmony leverages the open-source Druid database to centralize and harmonize data from multiple systems into a unified, structured format. By transforming and standardizing data during ingestion, it creates a single source of truth for fast, reliable insights. With low-latency queries and strong support for high-cardinality datasets, Harmony’s data warehouse delivers a high-performance, scalable foundation for decision-making and diverse use cases.

“Self-serve” Data Integration

Harmony was designed with sustainability in mind. One of its sustainability features is the “self-serve” data integration tool. This enables data managers to integrate their own CSV and Excel data sources directly into the platform using an intuitive, easy-to-use visual interface, a task that would normally require external technical support. This enables users ‌to independently expand the range of data within their Harmony platform over time.

Analyze Tool

Harmony’s Analyze Tool allows users to create complex queries incorporating multiple data sources with a user-friendly, point-and-click interface. This coding-free tool enables all users to unlock powerful insights that would typically be reserved for seasoned data scientists.

Data Visualizations

With Harmony, you can visualize integrated data using over 20 different kinds of built-in visualizations. From tables to ranking diagrams and epicurves, the platform allows you to quickly and intuitively explore your data for insights.

Dashboards and Reports

Harmony gives you the power to create custom, interactive dashboards and reports with simple, point-and-click tools, helping you turn data into actionable insights within minutes. Dashboards and reports created in Harmony update automatically whenever new data is integrated into the platform.

Maps and Geospatial Analysis

Harmony enables you to identify important geographic trends by geospatially mapping your data with ease. Uncover actionable insights by layering multiple datasets onto a single map in seconds. Bring your time-series data to life with animated maps.

Advanced Calculations

Harmony allows users to create custom indicators on demand to deepen their analysis and quickly uncover insights buried deep in their data.

Collaboration and Sharing

Harmony empowers diverse teams of experts to collaboratively design dashboards and reports that deliver powerful insights to decision-makers across the health system. The platform also allows for instant sharing of raw data, queries, images, and interactive elements via email. With Harmony, you can export your data and visualizations into widely-used formats such as Excel, PDF, and PowerPoint with the touch of a button.

Modeling

Harmony allows you to integrate models into your data pipeline and access results through the platform’s analytical interface. By leveraging the cleaned, harmonized, and regularly updated data in your Harmony platform, your models will perform at their best.

Data Quality Lab

Harmony’s Data Quality Lab revolutionizes data quality assurance by providing automated data quality scores for all of the data integrated into the platform. It also enables data managers to perform in-depth data quality investigations on millions of integrated data points in seconds. These capabilities help data managers quickly identify and follow up on potential data quality issues in a targeted way.

Alerts & Notifications

Stay on top of important developments across the health system with Harmony’s Automated Alerts, which send real-time notifications for key events and indicators to improve, improving situational awareness and response times.

User Permissions

Harmony has a versatile and robust permissioning system that enables administrators to grant access to individual tools, data sources, indicators on a per-user basis or for defined groups of users.

Data Catalog

Harmony allows data managers to efficiently organize data sources, provide insightful metadata about indicators, and create new calculated indicators for comprehensive analysis. Now you can streamline your data organization and unleash your analytics potential with ease.

PREMIUM FEATURES

Harmony’s premium features, extending beyond its core open-source capabilities, provide advanced analytics and operational tools that have been instrumental in enhancing decision-making and operational efficiency in large-scale health programs worldwide.

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Cohort
analysis

Cohort Analysis allows you to create customized cohorts of individuals with ease for advanced analysis. Now you can identify patterns of behavior, risk factors and trends among different cohorts and examine the impact of your interventions.

Case
management

Track case data, from enrolment of individuals into a program or alerts of a new cholera case. Case Management helps you streamline operational workflows and improve outcomes.

Query insights

Surface interesting analytics about your query results automatically, such as geographic or time concentrations and correlations – and turn these insights into visualizations with a single click.

Record
deduplication

Identify and remove duplicate records to improve the quality of your data with this powerful tool. Define matching logic in the data pipeline to deduplicate records and efficiently validate these matches using a simple visual interface.

Report generation
& microplanning

Automatically distribute hundreds – or even thousands – of customized reports to program implementers and partners located anywhere in the form of a printed PDF or dashboard link. Use these tools to redefine how you collaborate and share important insights about your interventions.

User support

Get access to dedicated support ensuring quick resolution of your queries. Access Zenysis team members directly from within the analytics platform through the on-demand chat or the convenient helpdesk. Now you can stay focused on your tasks knowing expert support is just a chat away.