Telemetry pipeline management | Telemetry collection | Observability
Clean data: the foundation of AI-era security
The market has already answered whether telemetry is infrastructure. Cisco paid $28 billion for Splunk. Twelve days apart in 2025, CrowdStrike bought Spain’s Onum and SentinelOne moved to acquire Observo AI, both to embed AI-driven data pipelines directly beneath their platforms, while AI-native pipeline startups keep raising eight-figure rounds on the same thesis. When the largest names in security spend that kind of capital on the layer that collects, filters, and routes data, they are conceding something they rarely say out loud: detection, response, and every AI capability stacked on top are only ever as good as the pipeline underneath.