Real-Time Streaming
Batch processing is not fast enough for fraud detection, live personalization, or operational monitoring. We design and build streaming architectures that process events in milliseconds, deliver data to dashboards in seconds, and handle failures without losing events.
<100ms
End-to-End Latency
1M+
Events Per Second
99.99%
Zero Message Loss
Real-Time Streaming Services
Practical, production-ready work — not proofs of concept that never make it to real users.
Kafka Architecture
Apache Kafka cluster design, topic modeling, consumer group management, and schema registry for enterprise event streaming.
Stream Processing
Apache Flink and Spark Streaming jobs for real-time aggregations, joins, enrichment, and windowed computation.
CDC Integration
Change data capture from relational databases using Debezium to stream row-level changes into your data platform.
Real-Time Analytics
Live dashboards and alerting on streaming data using Apache Druid, ClickHouse, or real-time views in your data warehouse.
Common Engagements
Fraud Detection
Real-time transaction scoring pipeline that evaluates fraud risk within milliseconds of transaction initiation.
Live Operations Dashboard
Streaming aggregation pipeline that feeds an operational dashboard with metrics updating every few seconds.
Event-Driven Microservices
Kafka-based messaging backbone connecting microservices with durable event delivery and consumer group management.
IoT Data Ingestion
High-throughput ingestion of sensor and telemetry data from connected devices into a processing and storage platform.
What You Can Count On
- At-least-once and exactly-once delivery guarantees depending on your use case requirements
- Schema registry integration that prevents consumer breakage from upstream schema changes
- Backpressure handling that degrades gracefully under load spikes
- Replay capability for reprocessing historical events through updated logic
- Operational runbooks and on-call escalation procedures delivered with every streaming system
Technologies We Use
Ready to Get Started?
Tell us about your project and we'll put together a practical path forward.
Talk to Our Team