InsightFinder AI builds an AI observability platform that detects, diagnoses, remediates, and helps prevent failures across data, models, and infrastructure. Its newest product, Autonomous Reliability Insights, combines unsupervised machine learning, proprietary large and small language models, predictive AI, and causal inference in a data-agnostic base layer that ingests and correlates full data streams to arrive at root causes. The company traces its origins to 15 years of academic research and has been applying ML to infrastructure monitoring since 2016 under founder and CEO Helen Gu. InsightFinder serves enterprise customers including UBS, NBCUniversal, Lenovo, Dell, Google Cloud, and Comcast and reports revenue that has grown over threefold in the past year. The team is currently fewer than 30 people and plans to hire its first dedicated sales and marketing staff as part of its go-to-market expansion. It competes with incumbents and peers such as Grafana Labs, Fiddler, Datadog, Dynatrace, New Relic, and BigPanda.

Total raised

$31M

Funding rounds

5

Latest round

Series B

Latest activity

Apr 2026