Stream analytics software enables real-time monitoring and analysis of data as it flows between applications or through APIs. These tools allow users to analyze both historical data and live events, providing a comprehensive view of what’s happening at any given moment. Businesses use stream analytics to gain insights into user data activity and monitor various endpoints. Stream analytics is particularly useful for analyzing data transferred between devices, such as Internet of Things (IoT) endpoints like smart cars, industrial machinery, or connected home appliances. Many stream analytics tools include data visualization features to map and display connections between devices. Additional common functionalities include competitive analysis and big data analytics. While there is some overlap between stream analytics and big data analytics tools, the key difference is that big data tools are not specifically designed for real-time analysis, whereas stream analytics focuses on providing immediate, actionable insights from data in motion.
Confluent
Confluent is a cloud-native platform for real-time data streaming and processing, helping organizations manage and utilize live data efficiently.
Elastic Cloud
Elastic Cloud is a cloud-native platform for enterprise search, observability, and security, enabling efficient monitoring and integration with major cloud services.
Ably
Ably provides cloud infrastructure and APIs for developers to build and scale real-time applications like chat, games, and IoT, ensuring reliable data streaming and low latency.
Decodable
Decodable is a real-time ETL platform that simplifies data integration by connecting sources, transforming data, and delivering it reliably to various destinations.
Streamkap
Streamkap is a data capture platform that synchronizes data in real-time from databases to various destinations like data warehouses and data lakes.
Spotfire
Spotfire is a data analytics platform that enables users to visualize, analyze, and collaborate on large datasets in real-time, supporting both cloud and on-premise deployments.
PubNub
PubNub enables real-time communication for applications, supporting chat, live updates, and data streams with a scalable, secure platform.
Bloomreach
Bloomreach is a digital experience platform that enhances customer journeys for e-commerce through AI-driven search, content management, and marketing automation.
Pusher
Pusher provides hosted APIs for integrating real-time features into web and mobile apps, enabling scalable messaging, collaboration, and notifications.
Mux
Mux simplifies video streaming integration for developers with APIs for on-demand and live video, real-time analytics, and customizable playback features.
Tealium
Tealium is a customer data platform that connects and manages customer data from various sources to enhance engagement and optimize marketing efforts.
TIBCO
TIBCO offers cloud-based solutions for integration, analytics, and data management, enabling seamless interaction and data exchange across diverse systems.
Keen
Keen is an event data management app that collects, stores, queries, and presents data to help analyze product usage and improve user experiences.
WarpStream
WarpStream is a Kafka-compatible data streaming platform that uses object storage for scalable and cost-efficient data management.
Nexla
Nexla is a data integration platform that simplifies the process of integrating, transforming, and managing data across various applications, enhancing productivity for teams.
Cribl
Cribl Stream is a data processing platform that collects, filters, and routes logs, metrics, and traces to various destinations for observability and security analysis.
Cloudlytics
Cloudlytics provides cloud security management and optimization tools, offering real-time monitoring and insights for AWS and Azure applications with over 150 integrations.