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Choose the Right Data Streaming Platform.

Most platforms focus on streaming data, Condense focuses on understanding it. It’s not just managed Kafka; it’s Kafka with context. Infused with domain intelligence, Condense transforms raw streams into decisions, automations, and impact, because the right Kafka platform should understand what it’s moving

Trusted by Data teams around the world

Unbiased Simplified Comparison

How does Condense compare against Solace?

TL;DR

Condense and Solace PubSub+ represent the choice between an integrated execution environment and a distributed messaging mesh. Solace is a high-performance event broker designed for "wire-speed" routing and protocol interoperability across global networks, but it remains a transport layer that requires the construction and integration of separate external microservices to process data. Condense is a unified execution fabric that merges the streaming engine with a native app runtime, enabling the deployment of business logic, custom connectors, and transformation frameworks directly within customer cloud without the operational burden of managing external "glue code" or separate processing clusters.

Architecture

Ecosystem

Support & Compliance

FeatureCondenseSolace
System DesignA unified environment that bundles Kafka, Kubernetes, and the App Runtime into one integrated stack.Router-Centric Mesh: A high-speed "Event Mesh" designed to move data across hybrid-cloud environments.
Platform ModelUnified Application Fabric: Merges the Kafka engine with a native event-driven microservice runtime. It is an "Execution Fabric."Unified Messaging Stack: Unifies diverse protocols (MQTT, AMQP, REST) into a single routing plane.
Scaling ScopeFull-Stack Autonomy: Automatically scales brokers, connectors, AND your custom-code transforms (Java/Python/Go) based on real-time consumer lag.Broker-Centric Scaling: Scales message routing and queues; external logic scaling must be managed separately.
Cloud StorageNative Object Storage: Direct offloading to S3/GCS/Azure Blob; data stays in your buckets for infinite retention.Internal/Disk Spooling: Focuses on high-speed memory/local disk; tiered storage exists but is secondary to real-time routing.
Enterprise BYOC100% BYOC Native: Specifically engineered to run in your VPC to eliminate "SaaS" networking taxes and maintain 100% data sovereignty.Multi-Modal Deployment: Available as managed SaaS, software BYOC, or physical hardware appliances.
PerformanceServerless Scale and Zero-Hop: Running GBps+ enterprise data workload and autonomous scale for spikes and variations. Application logic runs "local" to the broker, eliminating the network latency of external processors.Wire-Speed Routing: Optimized for sub-millisecond delivery using hardware-accelerated routing (FPGAs).

Condense: The Vertical Data Platform for Real-Time Businesses

Condense understands vertical data by design and connects directly to real time data sources
like vehicles or GDS platforms. Its purpose-built industry specific  connectors and transformations accelerate the development of real-time vertical use case

Condense understands vertical data by design and connects directly to real time data sources like vehicles or GDS platforms. Its purpose-built industry specific  connectors and transformations accelerate the development of real-time vertical use case

Accelerate the path from idea to production

Rapidly realize and deploy industry use cases

Enterprise scale with native governance

Optimize TCO through vertical industry-first approach

Condense - A Vertical Data Platform

Why Switch to Condense?

Transition from Message Routing to Application Execution

Solace is an elite "Event Mesh" designed to route packets across global environments at wire-speed. However, it remains a transport layer; to process or transform data, external microservices or lambda functions must be built and integrated.

Condense merges these layers into a Unified Application Fabric. It provides a managed environment that hosts both the Kafka engine and the business logic as a single entity. This allows the deployment of production-grade code directly on the stream without the burden of building, securing, and maintaining a separate processing tier or the "glue code" required to link them.

Condense merges these layers into a Unified Application Fabric. It provides a managed environment that hosts both the Kafka engine and the business logic as a single entity. This allows the deployment of production-grade code directly on the stream without the burden of building, securing, and maintaining a separate processing tier or the "glue code" required to link them.

Autonomous Full-Stack
Scaling

In Solace architecture, scaling is focused on the message broker and its capacity to handle concurrent connections. If the external applications processing those messages start to lag during a traffic spike, manual intervention or complex auto-scaling rules for separate compute clusters are required.

Condense introduces Autonomous Scaling for the entire pipeline. It monitors real-time consumer lag and throughput at the event level. When data volume surges, the platform automatically provisions compute for custom Java, Python, or Go transforms. This ensures processing power stays in sync with data volume and automatically scales back down to optimize costs once the surge passes.

Native Private Cloud Sovereignty (BYOC)

While Solace offers various deployment modes, managing a sovereign, distributed mesh often requires significant networking expertise to avoid high egress costs and complex security configurations.

While Solace offers various deployment modes, managing a sovereign, distributed mesh often requires significant networking expertise to avoid high egress costs and complex security configurations.

Condense is engineered for 100% BYOC Native deployment. It deploys directly into a customer cloud (AWS, Azure, or GCP), keeping 100% of the data plane and the execution logic within the owner's control. This setup inherits existing IAM policies and security groups while allowing the use of existing cloud enterprise credits for the underlying compute and storage.

Vertical Intelligence vs. General-Purpose Mesh

Solace is a horizontal routing tool, meaning it treats every message as an agnostic payload. All industry-specific logic, such as decoding telematics or calculating driver behavior must be built from scratch in external applications.

Condense provides a Verticalized Ecosystem. It includes a library of domain-aware transforms specifically for industries like Mobility (e.g., VIN parsing, trip decoding) and IoT. By utilizing these pre-tuned assets and the Custom Transform Framework, teams bypass months of custom development and move from prototype to production significantly faster.

Unified Developer Experience with Integrated IDE

In Solace environment, the developer experience is fragmented; routing is configured in one place, while processing logic is coded, containerized, and deployed in another.

Condense embeds an Integrated AI-Powered IDE directly into the platform. Developers can build, test, and deploy custom connectors and production transforms natively. This environment includes agentic AI for root-cause analysis and automated rebalancing, significantly reducing the manual operational effort required to maintain healthy, high-throughput pipelines.

Unified Developer Experience with Integrated IDE

In Solace environment, the developer experience is fragmented; routing is configured in one place, while processing logic is coded, containerized, and deployed in another.

Condense embeds an Integrated AI-Powered IDE directly into the platform. Developers can build, test, and deploy custom connectors and production transforms natively. This environment includes agentic AI for root-cause analysis and automated rebalancing, significantly reducing the manual operational effort required to maintain healthy, high-throughput pipelines.

Unified Developer Experience with Integrated IDE

In Solace environment, the developer experience is fragmented; routing is configured in one place, while processing logic is coded, containerized, and deployed in another.

Condense embeds an Integrated AI-Powered IDE directly into the platform. Developers can build, test, and deploy custom connectors and production transforms natively. This environment includes agentic AI for root-cause analysis and automated rebalancing, significantly reducing the manual operational effort required to maintain healthy, high-throughput pipelines.

Why is Condense the Best Way to Enable Agentic AI and Real-Time Data

Connectors

App Lifecycle

Monitoring

Infra & Ops

WITHOUT CONDENSE

Coding Connectors

Requires specialized Java/Scala skills
to write and maintain industry specific connectors

Complex Management

Development and maintenance of ever changing industry connectors becomes difficult

Maintenance & Scalability

Managing scale and failover of connectors become a challenge as the load increases

THE CONDENSE WAY

Universal & Industry-Ready Connectors

Deploy universal or specialized connectors
(e.g., Telematics for Mobility) that come with built-in parsing for complex schemas

Configurable Output Sinks

Configure and deploy pre-built sink/source connectors and through UI into the data pipeline

Connectors

App Lifecycle

Monitoring

Infra & Ops

WITHOUT CONDENSE

Coding Connectors

Complex Management

Maintenance & Scalability

THE CONDENSE WAY

Universal & Industry-Ready Connectors

Configurable Output Sinks

Get Started with Condense in 3 Simple Steps

Deploy Condense from Your Cloud Marketplace

01

Deploy

Deploy Condense from Your Cloud Marketplace

01

Deploy

Create Your First Workspace

02

Create

Create Your First Workspace

02

Create

Build Your First Real‑Time Pipeline

03

Build

Build Your First Real‑Time Pipeline

03

Build

Frequently Asked Questions

Frequently
Asked Questions