#Real-time data Posts

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Unlocking the Power of Edge AI with Real-Time Streaming: From Sensors to Insights Using Meroxa

This blog explores how low-latency inference, hardware acceleration, and agile real-time data pipelines drive faster, smarter decision-making. Learn how Meroxa empowers organizations with seamless data ingestion, real-time analytics, and scalable infrastructure to bridge the gap between edge computing and actionable insights—unlocking the full potential of AI-driven innovation.

By  DeVaris Brown

 11 Feb 2025

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🎉 Celebrating Three Years of Conduit: A Revolution in Real-Time Data Streaming!

As we mark the 3-year anniversary of Conduit Platform, we reflect on the incredible journey of innovation, scalability, and real-time data movement. Over the past three years, Conduit has transformed the way developers and data professionals build pipelines, enabling seamless data integration across diverse sources. In this blog, we’ll look back at our biggest milestones, customer success stories, and the groundbreaking features that set Conduit apart. From powering real-time analytics to AI-driven data processing, Conduit has continued to push the boundaries of what’s possible in modern data infrastructure.

By  Dion Keeton

 10 Feb 2025

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No More Stale Models: Mastering Continuous MLOps with Meroxa & Databricks

No More Stale Models: Master Continuous MLOps with Meroxa & Databricks Keep your machine learning models fresh and accurate with real-time, automated MLOps. This blog explores how Meroxa’s Conduit Platform and Databricks enable continuous model retraining**, eliminating stale predictions and manual updates. Learn how to streamline data movement, real-time feature engineering, and automated ML workflows for peak performance. Whether for fraud detection, predictive maintenance, or personalized AI, discover how to scale MLOps efficiently. Stay ahead with always-on machine learning—no more stale models!

By  DeVaris Brown

 5 Feb 2025

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Unlock DeepSeek-Level Efficiency: Supercharge Your LLMs with Meroxa

This blog explores DeepSeek's hybrid training methodology, combining Supervised Learning and Reinforcement Learning, and emphasizes the critical role of real-time data orchestration for efficient LLM training. By showcasing how Meroxa’s platform enables dynamic data ingestion, seamless feedback loops, and scalable feature engineering, the blog provides actionable insights for professionals designing high-performance, real-time AI systems.

By  DeVaris Brown

 28 Jan 2025

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Real-Time vs. Batch: Why Real-Time Pipelines Are the Future

This blog dives into the critical differences between batch and real-time data pipelines, exploring why businesses are shifting towards real-time solutions to stay competitive. It highlights the limitations of batch processing—such as stale data, inefficiencies, and scalability challenges—while showcasing the benefits of real-time pipelines, including always up-to-date insights, proactive decision-making, and enhanced customer experiences. The blog also demonstrates how Meroxa’s Conduit Platform simplifies real-time data integration with features like in-flight transformations, cloud-native scalability, and real-time observability, making it the ideal tool for modern data workflows. Perfect for developers, data engineers, and business leaders seeking to harness the power of real-time data.

By  Dion Keeton

 23 Jan 2025

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Real-Time AI Made Simple: How Meroxa and Databricks Work Together

Whether you’re building recommendation engines, fraud detection systems, or dynamic pricing models, real-time data powers smarter and faster decisions. For Databricks users, the platform already excels at advanced analytics and AI. Pair it with Meroxa’s seamless, cost-effective real-time data ingestion and transformation capabilities to unlock the full potential of real-time AI workflows. Together, Meroxa and Databricks simplify complex streaming architectures, enabling accurate insights and faster business outcomes without the usual headaches or costs.

By  DeVaris Brown

 21 Jan 2025

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Meroxa’s 2024 Year in Review: Big Wins and a Bright Future in AI

Discover how Meroxa revolutionized real-time data integration in 2024 with powerful new connectors, including Amazon DynamoDB, Snowflake, Apache Kafka, and more, enabling seamless data movement across diverse systems. This blog highlights key updates to the Conduit Platform, such as pipeline recovery features in Conduit v0.12.0 and schema registry support in Conduit Operator v0.0.2, designed to enhance resilience and simplify Kubernetes deployments. We also dive into a compelling case study featuring a global hotel network that leveraged Meroxa’s platform to integrate customer data, boosting guest satisfaction by 30% and increasing revenue per available room by 20%. Whether you're building robust data pipelines, enabling real-time analytics, or driving AI-powered transformations, explore how Meroxa’s latest advancements are unlocking new possibilities for developers and data teams.

By  Dion Keeton

 31 Dec 2024

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Why the Lakehouse Is Replacing the Outdated Data Warehouse for Real-Time Streaming

Traditional data warehouses, long the cornerstone of analytics, are increasingly ill-equipped to meet the demands of today’s real-time, dynamic data needs. Enter the Lakehouse: an innovative architecture that blends the flexibility of data lakes with the robust querying capabilities of warehouses, seamlessly handling structured and unstructured data for real-time analytics. This blog explores the shortcomings of legacy systems, the transformative benefits of Lakehouses, and how Meroxa simplifies the journey with its intuitive tools, real-time data pipelines, and cloud-native scalability. From leveraging cutting-edge technologies like Apache Iceberg and Delta Lake to providing expert migration support, Meroxa empowers organizations to unlock faster, more flexible insights without the complexity or high costs of traditional solutions.

By  DeVaris Brown

 20 Dec 2024

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Real-Time Analytics with Databricks and Meroxa's Conduit Platform AI

Discover how Meroxa's Conduit Platform AI empowers businesses to seamlessly integrate real-time data into Databricks for faster, smarter analytics. Learn how our platform reduces engineering effort by 60%, accelerates insights by 40%, and ensures 99.9% uptime with near-zero latency. From financial transactions to IoT data, this blog explores how Meroxa’s AI-driven pipelines simplify data movement, enabling you to unlock the full potential of Databricks for real-time decision-making.

By  Dion Keeton

 19 Dec 2024

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Why Bigger Isn’t Always Better: The Case for Ditching LLMs in Favor of Tiny Models Powered by Real-Time Data

In the rapidly evolving world of AI, businesses are discovering that the future lies not in massive, general-purpose language models (LLMs) but in tiny, specialized models powered by real-time data streams. These domain-specific models offer dramatic cost savings, enhanced accuracy, and reduced hallucinations by continuously learning from live business data. From customer support to financial services and supply chain management, tiny models excel in delivering precise, actionable insights tailored to specific operations. Powered by platforms like Meroxa, which enables robust real-time data infrastructure, this approach bridges the gap between AI capabilities and business needs, providing a sustainable, efficient path to enterprise AI innovation.

By  DeVaris Brown

 18 Dec 2024

Champagne Week

Champagne Week: Driving Innovation and Collaboration at Meroxa

Champagne Week embodies the creativity, dedication, and collaboration of the Meroxa team, showcasing innovative projects like enhanced documentation, real-time IoT processing, AI-powered summarization, and a collaborative demo that highlights our growth. Thank you to everyone who contributed to making this week a success—and to our users, who inspire us to keep raising the bar.

By  Dion Keeton

 16 Dec 2024

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Government IT Modernization with Meroxa: Accelerate Your Digital Transformation

In this blog, discover how Meroxa empowers governments to overcome the challenges of IT modernization with real-time data integration, cost-effective solutions, and secure, scalable infrastructure. Learn how Meroxa helps transform aging systems into agile, efficient platforms that meet the growing demands of today’s tech-savvy constituents. Explore real-world success stories, actionable insights, and innovative strategies to deliver better services, reduce costs, and improve transparency—without sacrificing security or control. Whether you're managing federal programs, state services, or local initiatives, Meroxa enables you to reimagine government operations at the speed of innovation.

By  Dion Keeton

 5 Dec 2024

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Case Study: Streamlining Data Flow for The Hotels Network with Meroxa

The Hotels Network (THN) partnered with Meroxa to streamline data flow between their sales and support teams, overcoming siloed data and complex architecture challenges. Using Meroxa’s Conduit Platform, THN achieved a unified, real-time pipeline from Salesforce to Redpanda, reducing operational costs by 30% and enhancing customer support capabilities. The solution’s scalability ensures THN can continue to grow and optimize operations seamlessly.

By  Dion Keeton

 13 Nov 2024

Conduit Platform

Announcing the New Conduit Platform by Meroxa

We are thrilled to introduce our latest offering, the Conduit Platform, which brings a host of new features and improvements designed to enhance your real-time data streaming experience, now powered by our robust Conduit open-source core. This transformation brings enhanced performance, scalability, and usability, coupled with access to over 100 connectors maintained by our dedicated open-source community. Here’s a closer look at what’s new and how it can benefit your data operations.

By  Dion Keeton

 18 Jun 2024

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Conduit 0.10 comes with Multiple collections support

Explore the new features and enhancements in Conduit version 0.10, designed to streamline your data integration processes. Discover how our latest update can help improve efficiency, security, and performance for your data operations. Upgrade today and transform how you manage data with Conduit 0.10

By  Haris Osmanagić

 29 Apr 2024