Financial services  |  Telemetry pipeline management  |  Log noise

Where your SIEM ingestion bill comes from: a financial services cost breakdown

Most security leaders can tell you their SIEM bill to the dollar. Far fewer can tell you, line by line, what they’re paying for. That’s a problem because in financial services, that bill grows faster than the security coverage it’s supposed to buy. Let’s break it down. The bill is a function of volume, and volume is not your friend Ingestion-priced SIEMs charge by how much data you send. That makes your security budget a direct function of log volume.

Log noise  |  Telemetry pipeline management

The GeoServer breach that could have been stopped in hours, not weeks

How a federal agency’s monitoring gaps turned a containable incident into a three-week nightmare In September 2025, CISA responded to a federal agency breach that security teams could have stopped in hours. Instead, threat actors roamed the network undetected for three weeks. The damage? Multiple compromised servers, web shells planted across the infrastructure, and a persistent foothold that took significant resources to remediate. The root cause wasn’t a zero-day exploit or sophisticated malware.

Log noise  |  Telemetry pipeline management

How to reduce log noise and fight SOC alert fatigue

Do you ever feel like you’re drowning in data? From endpoint logs and firewall events to database auditing and cloud metrics, the sheer amount of data is overwhelming. While telemetry data is crucial for threat detection, incident response, and compliance, it also brings a major challenge: log noise. Log noise obscures meaningful security signals. If left unchecked, you risk increased false positives, overloading security tools, higher SIEM licensing costs, and, most importantly, SOC alert fatigue.