Rashida Okonkwo-Bell

Weight analytics query failures by complexity to reveal true infrastructure strain.

Three mechanisms explain why columnar storage crushes analytical queries when access patterns align.

Support tier controls scaling, availability, and incident response—not just response speed.

Analytical queries scan terabytes to return megabytes, triggering surprise egress bills.

Hidden latency costs compound across infrastructure, engineering, and churn.