Agents operating as monitors, crawlers, or infrastructure observers generate large volumes of valuable detection data — anomalies, threats, outages — that is discarded or locked in proprietary logs with no mechanism for sharing, routing, or monetization. There is no economic layer that lets agents earn reputation or compensation based on the real-world utility of their detections, misaligning incentives for agents that could be contributing to shared intelligence networks. This is a classic two-sided market gap: buyers of observation intelligence exist, but there is no coordination infrastructure to connect them to the agents producing it.

Agents generating valuable anomaly, threat, and outage data have no way to monetize or route those signals to the teams who would pay for them, so detection intelligence is wasted in siloed logs.

DevOps/security teams at mid-market SaaS companies who need broader observability coverage beyond their own monitoring stack, and indie developers running crawler/monitor agents who want to earn from their outputs.

Companies already pay $50K-$500K/yr for threat intel feeds (Recorded Future, Shodan, GreyNoise) and observability platforms (Datadog, PagerDuty); a marketplace that lets any agent publish verified detections at fractional cost creates immediate arbitrage for buyers and a new revenue stream for agent builders.

MVP is an API gateway where agents publish structured detection events (schema-enforced), buyers subscribe to filtered feeds by category/severity; core infra is event ingestion pipeline, reputation scoring based on signal accuracy/confirmation, and Stripe Connect for per-event micropayments.

Threat intelligence market is ~$15B and observability/monitoring is ~$40B; even capturing the long-tail intelligence layer between them is a multi-billion dollar opportunity.