Enterprise / Multi-Account AWS
$2.5 Million in the Dark: How a Tag Coverage Dashboard Changed the Executive Conversation on Cloud Cost Accountability
A large AWS organisation had been doing FinOps right on paper. Cost Explorer configured, budgets set, alerts in place. But 38% of their total cloud spend was completely untagged. No business unit. No application. No environment. $2.5 million a year that finance couldn't attribute, and that nobody owned. The problem wasn't technical. It was that nobody with authority had ever seen the number.
Identified $2.5M in unallocated annual cloud spend. Secured executive mandate to enforce tagging standards, implement AWS Config rules, and establish a 90-day roadmap to reduce unallocated cost below 5%.
Manufacturing / Industrial
The $47,000 Athena Bill: How a Real-Time Manufacturing Dashboard Was Quietly Bankrupting Its Own Pipeline
A manufacturing company's Athena costs exploded to nearly 10x their baseline in a single billing cycle. Their data team was doing everything right — real-time streaming, live dashboards, instant insights from the factory floor. They just had no idea what it was costing them to do it.
89% reduction in Athena costs — from $47,000 to ~$5,200/month