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Real-time Analytics

Delivering real-time and near-real-time analytics to drive instant, data-driven decisions

What is Real-time Analytics?

Real-time analytics is the process of quickly analyzing data as it is ingested to provide immediate insights and support rapid decision-making. This capability allows businesses to react to events as they happen, optimize operations, enhance customer experiences, and gain a competitive edge by leveraging up-to-the-minute information.

Steps in building Scalable Real-time data pipelines

  • Requirement Analysis

    Understanding your specific needs, data sources, and real-time analytics objectives to design a customized strategy.

  • Data Ingestion

    Implementing real-time data ingestion methods to continuously collect data from various sources such as sensors, applications and social media.

  • Stream Processor

    Utilizing advanced stream processing frameworks to process and analyze data in real-time, enabling quick insights and actions.

  • Data Storage

    Setting up scalable, high-performance storage solutions that can handle the velocity and volume of real-time data.

  • Data Integration

    Integrating real-time data streams with existing systems and databases to ensure a cohesive and comprehensive data environment.

  • Visualization and Reporting

    Developing intuitive dashboards and real-time reporting tools to present actionable insights in an easily digestible format.

  • Monitoring and Maintenance

    Providing ongoing monitoring and maintenance to ensure the real-time analytics pipeline operates efficiently and adapts to evolving requirements.

Key Components of Real-time Analytics

real-time-landscape

Source: Kai Waehner's Blog

  • Data Sources

    Various input channels including IoT devices, transaction systems, social media, and more.

  • Data Ingestion tools

    Technologies like Apache Kafka, AWS Kinesis that facilitate continuous data collection.

  • Stream Processing Engines

    Tools such as Apache Spark, Flink, and Kafka Streams that enable real-time data processing and analytics.

  • Real-time Databases

    High-performance databases like Redis, Cassandra, and Amazon DynamoDB designed for quick read/write operations. Apache Druid, Clickhouse and Apache Pinot for real-time queries.

  • Analytics and BI Tools

    Advanced business intelligence tools for real-time data visualization and analysis.

How we can help you

At Unskew Data, we specialize in building robust real-time analytics solutions that empower businesses to act on data instantly

  • Customized Real-time Solutions

    We design and implement real-time analytics solutions tailored to your unique business needs and objectives.

  • Advanced Data Ingestion

    Our team sets up advanced data ingestion pipelines to collect and process data from various real-time sources seamlessly.

  • Scalable Stream Processing

    We deploy scalable stream processing frameworks that enable continuous data analysis and quick insights.

  • Real-time Visualization

    We also develop dynamic dashboards and reporting tools that provide real-time insights in an easy-to-understand format.

  • Continuous Monitoring

    Our experts offer ongoing monitoring and optimization to ensure your real-time analytics pipelines remain efficient and effective.

Why Choose Us ?

  • Deep Domain Expertise

    Our team is comprised of real-time analytics specialists who understand the nuances and complexities of real-time data processing.

  • Precision and Speed

    We excel in delivering real-time solutions that prioritize speed and accuracy, ensuring you get the right insights at the right moment.

  • Innovative Technologies

    We implement the latest in real-time analytics technologies, including cutting-edge stream processing and advanced data ingestion tools, to keep your systems ahead of the curve.

  • Customized for Your Needs

    We create bespoke real-time analytics solutions that align perfectly with your specific business needs and operational goals.

  • Unwavering Reliability

    Our robust real-time analytics pipelines are designed to be highly reliable, ensuring continuous performance and minimal downtime.

  • Proven Track Record

    Our extensive portfolio of successful real-time analytics projects showcases our ability to drive significant business value and operational efficiency.

  • Ongoing Optimization

    We provide continuous support and proactive optimization to ensure your real-time analytics infrastructure adapts and scales with your growing needs.