Asserts.ai: Next-Gen Observability for Multi-Cloud Applications

Asserts.ai is an AI-powered observability platform that transforms complex monitoring data into actionable root cause insights, seamlessly integrating with Prometheus and OpenTelemetry to deliver intelligent, automated troubleshooting for distributed systems. Designed for engineering teams managing modern cloud-native applications, it eliminates alert fatigue and dashboard sprawl by using Correlation Intelligence™ to build a Living Entity Graph that automatically maps relationships across services and infrastructure. With features like Runtime Assertions, SLO tracking, and intelligent data distillation, Asserts.ai helps teams detect and resolve issues 10x faster while reducing data storage costs by up to 90%. Its integration with Grafana Cloud and support for Kubernetes, AWS ECS, and AWS Lambda make it a powerful extension of open-source observability stacks.

Key Features:

• Correlation Intelligence™ (Living Entity Graph): Automatically correlates metrics, traces, and logs across services and infrastructure using Graph Inference and metadata from Prometheus, OpenTelemetry, and eBPF probes.
• Runtime Assertions: Define system behavior using the SAAFE™ model based on the four golden signals and health metrics, enabling proactive detection of runtime failures.
• SLO & Error Budget Monitoring: Automatically tracks Service Level Objectives and identifies root causes of error budget depletion in real time.
• Data Distiller™: Reduces data ingestion and storage costs by retaining only meaningful data—such as baselines, anomalies, alerts, and relevant traces—through smart sampling and metadata compression.
• Monitoring as Code: Enables teams to manage observability configurations declaratively, improving consistency and reducing manual overhead.
• Actionable Insights & Root Cause Analysis: Correlates resource saturations, code/config changes, latency anomalies, failures, and errors to deliver precise, context-rich troubleshooting with a single click.
• Grafana Integration: Native UI integration into Grafana for unified, intuitive access to logs, traces, and metrics within incident context.
• Curated Knowledge Base™: A library of pre-built PromQL recording and alert rules that continuously detect common failure patterns in time-series data.
• Automated Dashboard Linking: Automatically connects to technology-specific Grafana dashboards with relevant context, reducing time spent on manual dashboard creation and maintenance.
• Open-Source Friendly: Built on Prometheus and OpenTelemetry stacks to avoid vendor lock-in and maximize existing open-source investments.

Pricing: Asserts.ai offers a private preview for interested users, with full integration into Grafana Cloud expected to provide flexible access models. While specific pricing tiers are not publicly listed, the availability of a private preview suggests a trial or freemium approach, making it accessible for early adopters and evaluation.

Conclusion: Asserts.ai is a transformative observability platform that brings AI-driven intelligence to open-source monitoring stacks, empowering engineering teams to resolve incidents faster, reduce costs, and maintain focus on system reliability—all while staying vendor-agnostic and leveraging the power of Grafana Cloud.