The “Log Analytics” Scale-Out
A Tier-1 Global Investment Bank faced exorbitant licensing fees by ingesting 100% of their logs despite querying only 5%. The solution involved architecting a “Pre-Filter” layer that routed high-value logs to the analytics platform and low-value noise to cheap cold storage, reducing costs by 60% while maintaining full compliance retention. This enforced the insight that architecture must ruthlessly filter signal from noise before it hits the billing meter.
CONTEXT (THE BLOCKAGE)
A [TIER-1 FINANCIAL] was paying exorbitant licensing fees for their Log Analytics platform because they were ingesting 100% of their logs, despite only querying 5% of them.
THE ACTION
Architected a “Pre-Filter” layer using open-source tools to route “High-Value” logs to the expensive analytics platform and “Low-Value” logs to cheap cold storage.
THE RESULT
Reduced licensing costs by 60% while retaining 100% of the data for compliance retention.
“All Data is Sacred” is a vendor lie. Most data is noise. The architecture must ruthlessly filter “Signal” from “Noise” before it hits the billing meter.
[Ref: TI-007]