Real-Time Intelligence for the Factory Floor
Thousands of sensors. Millions of events. Every production line, every machine, every checkpoint generating data. Defects caught. Downtime prevented. Throughput maximized.
Key Reasons To choose Ververica
Why Ververica
Sensor volumes overwhelm.
A single production line generates millions of data points per hour. Temperature, vibration, pressure, torque, speed. Batch systems cannot ingest it all. Data gets sampled. Signals get lost.
Quality defects cost millions.
When a defect is detected at final inspection, every unit produced since the defect originated is suspect. Minutes of detection delay translate to hours of rework, scrap, and warranty exposure.
Unplanned downtime is expensive.
A stopped production line costs thousands per minute. Reactive maintenance waits for failure. Predictive maintenance acts on data. The difference is real-time processing.
Supply chains break.
Parts shortages, logistics delays, and demand shifts propagate through the production schedule. By the time batch reports surface the problem, the line is already idle.
Factories generate data at machine speed. Processing it on batch schedules is waste.
Use Cases
Predictive Maintenance
Analyze vibration, temperature, and operational data from equipment sensors in real time. Detect degradation patterns before failure occurs. Schedule maintenance during planned windows. Eliminate unplanned downtime.
Quality Monitoring
Process inspection data, sensor readings, and visual inspection results as they are generated. Detect quality deviations within seconds of occurrence. Stop defective production before it propagates downstream.
Supply Chain Optimization
Ingest data from suppliers, logistics providers, and warehouse systems in a single streaming pipeline. Detect delays and shortages in real time. Adjust production schedules before the line runs out of parts.
Energy Management
Monitor power consumption across every machine, line, and facility in real time. Detect energy anomalies. Optimize consumption patterns. Reduce energy costs by correlating usage with production output continuously.
Production Line Optimization
Process OEE data, cycle times, and throughput metrics from every station in real time. Identify bottlenecks the moment they form. Adjust line parameters to maximize output without compromising quality.
Digital Twin
Feed real-time sensor data into digital twin models. Run simulations against live production conditions. Test parameter changes on the digital model before deploying them to the physical line.
Performance at Retail Scale
6.9B Records/Sec
VERA engine throughput. Benchmarked at enterprise scale. Every click, transaction, and inventory update processed.
Sub-10ms Latency
From event ingestion to action. Pricing updates, fraud scores, and personalization signals delivered before the page loads.
2x Faster
Double the throughput of standard Apache Flink. Same workloads. Half the compute.
40% Lower TCO
Measured total cost of ownership reduction across compute, operations, and infrastructure. Fewer servers. Same results.
Frequently Asked Questions
01Can Ververica process data from industrial IoT sensors and SCADA systems?
Can Ververica process data from industrial IoT sensors and SCADA systems?
Yes. The platform ingests data from MQTT brokers, OPC-UA servers, Kafka topics, and industrial databases. Pre-built connectors and CDC capture handle standard manufacturing data sources without custom integration code.
02How fast can the platform detect quality defects on a production line?
How fast can the platform detect quality defects on a production line?
VERA engine processes sensor and inspection data with sub-10ms latency. Quality rules execute against every data point in real time. Defect detection occurs within seconds of the deviation, not hours later at final inspection.
03What deployment options work for manufacturing environments with air-gapped networks?
What deployment options work for manufacturing environments with air-gapped networks?
Ververica offers self-managed deployment that runs entirely within your infrastructure. No external network access required. The platform operates behind factory firewalls with full functionality. SOC 2 Type II and ISO 27001 certified.
04How does predictive maintenance work with Ververica?
How does predictive maintenance work with Ververica?
The platform processes equipment sensor data, including vibration, temperature, and operational parameters, in real time. ML models score degradation patterns continuously. Maintenance alerts fire when thresholds are crossed, before failure occurs.
05Can Ververica integrate with existing MES and ERP systems like SAP?
Can Ververica integrate with existing MES and ERP systems like SAP?
Yes. The platform connects to SAP, major MES platforms, and industrial databases through pre-built connectors, CDC, and REST APIs. Data flows bidirectionally. Production insights feed back into existing systems without replacing them.
Your Factory Generates
Millions of Events Per Second.
Act on Every One.
Unplanned downtime, quality escapes, and supply chain blind spots are data problems. The infrastructure to process it all in real time is production-ready.