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What is InsightFinder?

The InsightFinder Unified Intelligence Engine (UIE) offers AI-driven solutions focused on human needs to uncover the underlying causes of incidents and mitigate their recurrence. Utilizing proprietary self-tuning and unsupervised machine learning, InsightFinder continuously analyzes logs, traces, and the workflows of DevOps Engineers and Site Reliability Engineers (SREs) to diagnose root issues and forecast potential future incidents. Organizations of various scales have embraced this platform, reporting that it enables them to anticipate incidents that could impact their business several hours in advance, along with a clear understanding of the root causes involved. Users can gain a comprehensive view of their IT operations landscape, revealing trends, patterns, and team performance. Additionally, the platform provides valuable metrics that highlight savings from reduced downtime, labor costs, and the number of incidents successfully resolved, thereby enhancing overall operational efficiency. This data-driven approach empowers companies to make informed decisions and prioritize their resources effectively.

What is Evidently AI?

A comprehensive open-source platform designed for monitoring machine learning models provides extensive observability capabilities. This platform empowers users to assess, test, and manage models throughout their lifecycle, from validation to deployment. It is tailored to accommodate various data types, including tabular data, natural language processing, and large language models, appealing to both data scientists and ML engineers. With all essential tools for ensuring the dependable functioning of ML systems in production settings, it allows for an initial focus on simple ad hoc evaluations, which can later evolve into a full-scale monitoring setup. All features are seamlessly integrated within a single platform, boasting a unified API and consistent metrics. Usability, aesthetics, and easy sharing of insights are central priorities in its design. Users gain valuable insights into data quality and model performance, simplifying exploration and troubleshooting processes. Installation is quick, requiring just a minute, which facilitates immediate testing before deployment, validation in real-time environments, and checks with every model update. The platform also streamlines the setup process by automatically generating test scenarios derived from a reference dataset, relieving users of manual configuration burdens. It allows users to monitor every aspect of their data, models, and testing results. By proactively detecting and resolving issues with models in production, it guarantees sustained high performance and encourages continuous improvement. Furthermore, the tool's adaptability makes it ideal for teams of any scale, promoting collaborative efforts to uphold the quality of ML systems. This ensures that regardless of the team's size, they can efficiently manage and maintain their machine learning operations.

Media

Media

Integrations Supported

AWS CloudTrail
Active Directory
Apache Cassandra
Dynatrace
Exasol
GitHub
Google Ads
Google Cloud Platform
Kubernetes
MySQL
Nagios Core
New Relic
Oracle Database
PagerDuty
Prometheus
SQL Server
Sentry
ServiceNow
Sysdig Secure
Zabbix

API Availability

API Availability

Pricing Information

$2.5 per core per month
Free Version
Free Trial Offered?

Pricing Information

$500 per month
Free Version

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Webinars

Training Options

Documentation Hub

Company Facts

Organization Name

InsightFinder

Date Founded

2015

Company Location

United States

Company Website

insightfinder.com

Company Facts

Organization Name

Evidently AI

Date Founded

2020

Company Location

United States

Company Website

www.evidentlyai.com

Categories and Features

AI Observability

Not specified

Anomaly Detection

Not specified

Machine Learning

Not specified

Observability

Not specified

Predictive Analytics

Not specified

Root Cause Analysis

Not specified

Categories and Features

AI Development

Not specified

AI Observability

Not specified

Data Quality

Not specified

Machine Learning

Not specified

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