10+ Best Anomaly Detection Software 2023

Dataiku is a software company that focuses on data science, artificial intelligence, and machine learning solutions for enterprises. Founded in 2013, the company's goal is to help organizations to adapt to the rapid changes of the world's data ecosystem and digital market demands. Dataiku's team consists of the best technology experts, business professionals, and engineers.

ELKI is a nonproprietary data mining framework written in Java that brings in a robust anomaly detection solution through aggregating data sets and studying their performance metrics and parameters. ELKI is algorithm-driven that focuses on unsupervised methods in outlier detection and cluster analysis. The platform provides data index structures for high scalability and performance to be achieved.

CrunchMetrics is a state-of-the-art anomaly detection software solution that harnesses the combined power of artificial intelligence/machine learning (AI/ML) based techniques and statistical methods to probe data conditions in an effort to identify business-critical incidents. The platform not only facilitates risks mitigation but also in unlocking opportunities through its powerful automated insight discovery strengthened by augmented analytics.

Elastic X-Pack brings in the most powerful machine learning-enabled anomaly detection software that features automated models of the typical behavior patterns on real-time time-series data to not only identify anomalies but also optimize root cause analysis and minimize false positives. This anomaly detection scales and runs Elasticsearch, along with an intuitive user interface on its Kibana Machine Learning page to create anomaly detection tasks and understand results.

Splunk Enterprise powers companies with the most flexible and scalable anomaly detection platform that ensures security resilience while empowering innovations. It offers the fastest means to aggregate and analyze with an impressive ability to get data-driven answers at the speed of light by leveraging real-time visibility and machine learning.

Avora is an AI-enabled augmented analytics platform that empowers enterprises to efficiently detect data and infrastructure anomalies, enabling them to make better and smarter decision-making. This robust anomaly detection software reduces time in discovering the root cause of infrastructural and workflow issues by providing accelerated real-time business metrics on the changes encountered.

Numenta Anomaly Benchmark (NAB) is the first-ever benchmark designed to evaluate anomaly detection across streaming data. It features an incredible real-world dataset that has been accumulated for years while working with customers in addressing anomaly problems. The platform is a by-product of the deep theoretical neuroscience research experience of its team of experts.

Interana is an incredibly scalable and fast event-based analytics platform designed to answer consequential business questions that concern consumer behavior and product use. Interana enables users to explore and analyze the fundamental business metrics critical to the data-driven world, particularly touching on customer engagement, growth, conversion, and retention. It empowers customers to discover and investigate meaningful insights using its interactive and visual interface, enabling data analysis to become a natural extension of the workflow.

Loom Systems’ is a platform that provides a solution that predicts and prevents problems in businesses undergoing a digital transformation or cloud migration. Since its establishment in 2015, Loom Systems has been helping businesses in solving IT issues before they impact customers which helped the platform gain an estimated annual revenue of $4.6 million a year.

Anodot is one of the industry leaders in business monitoring which is an artificial intelligence-driven approach that empowers businesses in protecting their revenues and costs, digital partners, and customer experience and engagement. Since its establishment in 2014, Anodot is used by businesses around the world which helped them gain an estimated annual revenue of $14.6 million a year.