Grepr is an Autonomous Operations Platform that detects and understands failures for which no alert was written, across 100% of an organization’s telemetry, in real time. Its Autonomous Telemetry Pipeline separates signal from noise without manual rule-building, typically reducing noise by 90% and observability costs by 75%. Grepr’s AI agent provides semantic anomaly detection, reasoning over the full telemetry stream to surface anomalies that static rules and sampled data would miss, finding the unknown unknowns that nobody anticipated. Grepr initiates user-written remediation workflows to tackle first-level triaging and information gathering, or routes findings to a third-party AI SRE tool, reducing MTTD and MTTR without replacing existing tools or migrations.