Asserts.ai is a software platform that enhances Prometheus monitoring by transforming raw metrics into intelligent, actionable alerts. Asserts.ai uses advanced analytics to scan Prometheus metadata, construct dependency graphs, and continuously assess metric streams for anomalies, failures, and emerging performance issues.
The core function of Asserts.ai is to add an intelligence layer on top of existing Prometheus data. The platform automates several tasks:
- Scanning and mapping service dependencies using metadata to build a comprehensive dependency graph
- Continuously analyzing each metric to detect anomalies and failures
- Prioritizing alerts based on a team's Service Level Objectives (SLOs)
- Dynamically grouping, ranking, and contextualizing related anomalies as an "Assertion"—a structured alert designed to identify root causes precisely
Unlike some monitoring solutions, Asserts.ai does not require teams to move their telemetry data or deploy proprietary agents. This makes it a non-intrusive enhancement for organizations already invested in Prometheus-based observability.
Who Uses Asserts.ai?
Asserts.ai is designed for software development and operations teams that rely on Prometheus for monitoring and need to reduce alert fatigue, identify root causes faster, and prioritize incidents according to business-critical SLOs. While specific customer names are not listed, its feature set targets organizations seeking to improve the signal-to-noise ratio in their application monitoring workflows.
How Was Asserts.ai Started?
Asserts.ai was founded by Manoj Acharya (CEO) along with a team of experienced engineers and industry professionals, including Alex Ramos, Jia Xu, Jim Gehrett, Dmitry Kozhuh, Nandakumar Devi, Radhakrishnan Jankiraman, and Shanavazh Basha. The team brings expertise in large-scale software development, monitoring, and observability. The company is privately held and operates out of San Ramon, California. For more details on their team and story, see their About page.
What Makes Asserts.ai Different?
Asserts.ai stands out for its ability to work directly atop existing Prometheus installations, eliminating the need for data migration or proprietary agents. Its focus on SLO-driven prioritization and root cause grouping through "Assertions" aims to help teams respond to the most urgent and relevant quality issues without overwhelming them with noise.
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