Transaction processing throughput
Challenge
An internal settlement system experienced degraded performance during end-of-day batch windows, with growing risk of missed cycles.
Solution
We profiled the data path, restructured the batch pipeline around partitioned workers, and introduced contract-level backpressure between stages.
Outcome
Sustained batch completion within window; throughput improved by a measured factor with no change to upstream interfaces.
