Practical studies from the systems where cloud economics, resilience, and operational intelligence meet.
B2B SaaS
How a scaling SaaS platform connected infrastructure spend to product demand, recovered waste, and made cost ownership part of engineering delivery.
Online services
How an online services team correlated fragmented telemetry, reduced false escalation, and restored operator focus without replacing its monitoring stack.
Financial technology
How a regulated product team established quality, latency, and cost controls for an LLM workflow before expanding it across customer operations.