Immutable Event Logs
We design immutable events for core business domains (e.g., `TransactionOccurred`, `CreditApplicationSubmitted`), creating a permanent, auditable record of every action.
Architecting for Real-Time Decisions with Event Sourcing
Modern Data Engineering
Capturing every business event allows for both real-time insights and perfect auditability. For fraud detection and instant credit approvals, we implement event sourcing.
Architecting for Real-Time Decisions with Event Sourcing
The principle of capturing every business event allows for both real-time insights and perfect auditability. For use cases like fraud detection or instant credit approvals, we implement event sourcing.
Key architectural components we implement:
Scalable Stream Processing
We use tools like Kafka or Kinesis with appropriate stream processing patterns (e.g., Flink, Spark Streaming) to handle thousands of events per second, feeding real-time feature stores and decision engines.
Time-Travel Queries
We enable simplified auditing and debugging by building the capability to reconstruct the state of any entity (e.g., a customer's risk profile) at any point in time — a critical requirement for regulatory inquiries.
Put our expertise to work
These frameworks are the starting point for our client engagements. If you're facing similar challenges, the next step is a complimentary discovery call.
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