Session

Decision Latency Is the Bottleneck: Designing Approval Flows Like Distributed Systems

Lakshmi Priya Gopalsamy shows how slow approvals and unclear decision rights create “queueing failures” in delivery. She shares platform patterns—contracts, ownership, automation, and observability—to cut decision latency without losing control.

Lakshmi Priya Gopalsamy

Independent Researcher & Technology Lead, Software Engineering - USA

Plymouth, Minnesota, United States

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