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CLOUD-NATIVE DATA STREAMING

Data Streaming Turns Data at Rest into Data in Motion

From event-driven architectures to real-time analytics and AI, everything you build starts here.

Audacy slashes time-to-implementation by 50%

Notion rapidly scales to serve 100M+ users

SAS reduces annual Kafka costs by 69%

Data streaming moves high-throughput, low-latency data between systems in real-time. Confluent’s CEO, Jay Kreps, co-created Apache Kafka®—the open source standard for data streaming.

Today, thousands of startups and enterprises trust Confluent instead of managing Kafka. Our cloud-native Kafka engine, KORA autoscales GBps+ workloads 10x faster with 10x lower tail latencies––and a 99.99% SLA.

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Comparison of Confluent vs. Apache Kafka

Dive into the key differences

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Managed Kafka is Costing You

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What Can You Do With Data Streaming On Confluent?

Access Events as They Happen

With data streaming, you don’t operate brittle point-to-point pipelines. Instead, every event—like a click, transaction, sensor reading, or database update—is written to a shared append-only log.

Confluent streams data for any use case:

Decouple Data Producers and Consumers

Any number of data producers can write events to a shared log, and any number of consumers can read those events independently and in parallel. You can add, evolve, recover, and scale producers or consumers—without dependencies.

Confluent integrates your legacy and modern systems:

Use High Quality Data Everywhere

Once events are in the stream, they’re organized into logical topics like "orders" or "payments”. Applications, analytics, and AI all access these topics as a shared source of record.

Confluent enriches your data as it’s created—not after its batched:

What Can You Build With Data Streaming on Confluent?

Event-Driven Applications—From Microservices to AI Agents

Create highly scalable and resilient self-service data platforms, generative AI applications, and even multi-agent AI systems that act and react to events in real-time.

Shift Left Analytics

Eliminate wasteful data proliferation, manual break-fix and high costs by processing and governing data at the source, within milliseconds of its creation.

Real-time Foundation for AI

Unleash cutting-edge GenAI and agentic AI with Conflouent. Bring real-time, contextual and trustworthy data to your LLMs, vector databases, agents, and RAG applications.

How Do Our Customers Use Confluent?

Deployment Options

Confluent can be deployed across multi-cloud, hybrid, edge, and on-premises environments at a cost less than open-source Kafka and your favorite hyperscaler.

Fully-managed Confluent Cloud

Cloud-native service that goes above and beyond Apache Kafka—available on AWS, Azure, and Google Cloud across 60+ regions.

Self-managed Confluent Platform

A complete, enterprise-grade distribution of Apache Kafka for workloads in your on-prem and private cloud environments.

BYOC with WarpStream

A Kafka-compatible, Bring Your Own Cloud (BYOC) native data streaming service that is zero-access and secure by default.

It’s Free & Easy to Get Started

New developers get $400 in credits during their first 30 days—no sales rep required.

Confluent provides everything you need to:

  • Build with client libraries for languages like Java and Python, sample code, 120+ pre-built connectors, and a Visual Studio Code extension.
  • Learn from on-demand courses, certifications, and a global community of experts.
  • Operate with a CLI, IaC support for Terraform and Pulumi, and OpenTelemetry observability.

You can sign up with your cloud marketplace account below, or directly with us.

Confluent Cloud

A fully managed, cloud-native service for Apache Kafka®

For personalized technical assistance from a Confluent expert, please enter a business email.
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Data Streaming With Confluent | FAQS

What is data streaming?

Data streaming is the practice of processing data as a continuous, real-time flow of events, rather than in static batches, and Apache Kafka® is the open source, de facto standard for data streaming

How does data streaming work on Confluent?

Both Confluent Cloud and Confluent Platform are powered by enterprise distributed Kafka rearchitected for cloud-native scalability that is faster, most cost-efficient, and more resilient. Confluent Cloud specifically is powered by Kora, a cloud-native Kafka engine that allows us to pass on significant savings to our customers—including up to 20-90%+ throughput savings with our autoscaling Standard, Enterprise, and Freight clusters.

Who are Confluent’s cloud-native data streaming capabilities for?

Using Confluent for data streaming is a solid choice for any organization that wants to modernize its data architecture, build event-driven applications, leverage real-time data for analytics and AI, and solve data integrity challenges that come with traditional, batch-based ETL.

How is data streaming different from traditional APIs?

Traditional APIs typically use a request-response model, where a client requests data from a server. Data streaming uses a publish-subscribe model, where producers publish events to a shared log, and any number of consumers can access those events independently. This decoupling is fundamental to modern, scalable architectures.

What types of applications benefit from Confluent’s cloud-native data streaming?

A wide range of applications benefit, including applications for streaming analytics, event-driven generative AI, and multi-agent systems. Any application that needs to react to events instantly or needs highly trustworthy data for mission-critical use cases like from fraud detection and cybersecurity can benefit from leveraging cloud-native data streaming on Confluent.

What data formats and integrations are supported on Confluent?

Confluent supports industry-standard data formats like Avro, Protobuf, and JSON Schema through Schema Registry, part of Stream Quality in Stream Governance (Confluent’s fully managed governance suite). This allows users to integrate with hundreds of systems via our portfolio of 120+ pre-built connectors for sources and sinks like databases, data warehouses, and cloud services.

Can I use Confluent’s data streaming platform with my existing Kafka topics?

Yes, Confluent is 100% compatible with Apache Kafka®. Tools like Cluster Linking enable you to create reliable, real-time replicas of your existing Kafka data and metadata in Confluent and can also be used to migrate your Kafka workloads without downtime.

Is Confluent’s data streaming engine secure and scalable?

Yes. Confluent Cloud's cloud-native Kora engine is designed for massive scale and resilience. It can handle GBps+ workloads, scale 10x faster than traditional Kafka, and is backed by a 99.99% uptime SLA. Confluent Platform also runs on a cloud-native distribution of Kafka and provides features for easier self-managed scaling, including Confluent for Kubernetes and Ansible playbooks. For security, Confluent provides enterprise-grade features and holds numerous compliance certifications including SOC 2, ISO 27001, and PCI DSS across deployment options.

How do I get started with streaming data on Confluent?

New users receive $400 in credits to start building immediately. Simply sign up, activate your account, and you’ll be walked through how to launch your first cluster, connect a data source, and use Schema Registry on Confluent Cloud. We also recommend exploring our Demo Center and resources on Confluent Developer as you get started.

Does streaming data on Confluent require Apache Flink® or ksqlDB?

No. While Confluent offers a fully managed service for Apache Flink® for powerful stream processing, it is not required for the core data streaming capability. You can stream data directly from producers to any number of consumers without using an integrated processing layer.