Sources In. Decisions Out. Milliseconds Between
Five steps. One platform. Every event ingested, processed, stored, served, and acted on before your batch job finishes loading. Built by the original creators of Apache Flink.
How does Ververica work?
Ververica turns raw data streams into business decisions in milliseconds. Sources connect via 100+ connectors. The Ververica Platform processes events with SQL or code (Java, Python). Apache Fluss stores results for instant queries. Governance tracks every transformation.
Data Journey
Data Flow
Components and detailed steps.
Sources
ANY SOURCE. ANY FORMAT. ZERO CUSTOM CODE.
Databases change. APIs fire. IoT sensors pulse. 100+ pre-built connectors capture every event the instant it happens CDC, message queues, files, webhooks no custom plumbing required.
Features: Apache Kafka, Kinesis, Pub/Sub, Event Hubs | PostgreSQL, MySQL, MongoDB, Oracle CDC | S3, HDFS, Iceberg, Delta Lake, Paimon | REST APIs, webhooks, custom protocols.
Ververica Platform
PROCESS, TRANSFORM, AND ACT AT ANY SCALE.
The Ververica Platform transforms raw events into business logic — windows, joins, aggregations, pattern matching — with exactly-once semantics. SQL or code. Petabyte state. Autopilot operations. 2x faster than open-source Flink.
Features: Flink SQL and DataStream API | Complex event processing (CEP) | Real-time ML feature engineering | Autopilot scaling, recovery, and optimization.
Apache Fluss® Storage
STREAMING-NATIVE. COLUMNAR. SUB-SECOND FRESH.
Apache Fluss is the streaming storage layer purpose-built for Streamhouse. Columnar format for analytical speed, real-time ingestion for sub-second freshness, unified with Apache Paimon for lakehouse queries.
Features: Sub-second data freshness | Columnar storage for analytical workloads | Unified streaming + historical queries | ACID transactions on streaming data.
Serve
MATERIALIZED VIEWS. ALWAYS-FRESH RESULTS.
Continuously updated materialized views deliver pre-computed results with millisecond latency. Dashboards, APIs, downstream systems — every consumer gets exactly the freshness they need without re-running queries.
Act
DECISIONS EXECUTED. MILLISECONDS AFTER THE EVENT.
Block the fraud. Adjust the price. Trigger the alert. Route the order. Actions fire the instant conditions are met — governed, audited, and traceable end to end.
The Platform Runs Itself
Autopilot Operations
Auto-Scaling
Resources scale with your data volume. Handle 10x traffic spikes without manual intervention. Scale back down to save costs.
Auto-Recovery
Failed jobs restart automatically from the last checkpoint. No data loss. No manual intervention. Sub-minute recovery times.
Auto-Optimization
Ververica analyzes query plans and resource usage continuously. Automatic parallelism tuning, memory allocation, and checkpoint interval optimization.
Auto-Upgrading
Platform updates with zero downtime. Rolling deployments. State preserved across upgrades. No maintenance windows.
- 0%
- Uptime SLA
- 0%
- TCO reduction
- 0ms
- Detection time
- <0ms
- End-to-End Latency
See It in Action
$400 in free credits. First pipeline in hours. Architecture that scales from prototype to petabytes.