Buyer's guide

Best AI Anomaly Detection software

AI platforms that detect anomalies in business data, metrics, and system behavior. Open any profile for real pricing, compliance, and buyer-fit detail, or jump into the ai anomaly detection directory to filter by industry, company size, and certifications.

15 profiled toolsUpdated 2026

1
Selector AI
AIOps Platforms
AIOps platform for network and infrastructure teams providing AI-driven analytics, anomaly detection, and intelligent troubleshooting.
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2
Jedox Planning
Performance Budgeting
Jedox provides an enterprise performance management platform combining financial planning, budgeting, forecasting, and reporting with AI-powered predictive capabilities.
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3
Informatica
Data Quality
Informatica provides enterprise cloud data management solutions including data integration, data quality, master data management, and data governance for large organizations.
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4
Intelligent Audit
Freight Audit and Payment
Freight audit and analytics platform using machine learning to identify shipping overcharges and optimize transportation spend.
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5
Netdata
Monitoring & Observability
Netdata provides real-time infrastructure monitoring with automatic anomaly detection, offering per-second granularity monitoring for servers, containers, and applications.
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6
Fabi AI
Business Intelligence (BI)
Fabi.ai provides an AI-native business intelligence platform that enables anyone to query databases, build dashboards, and get insights using natural language.
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7
BigML
Machine Learning Platforms
Machine learning platform offering classification, regression, clustering, and anomaly detection via web interface and API.
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8
Falkonry
AI Anomaly Detection
Time-series AI platform that detects anomalies and patterns in industrial operations data for defense and manufacturing. Acquired by IFS in 2024.
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9
New Relic
Monitoring & Observability
New Relic is a full-stack observability platform that provides APM, infrastructure monitoring, log management, and real-user monitoring. It uses a consumption-based pricing model with 100GB…
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10
Cynamics
Software
AI-powered, sampling-based NDR platform providing network visibility, threat detection, and alerting for distributed enterprises.
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11
Commvault
Backup & Recovery
Commvault provides enterprise data protection and management solutions covering backup, recovery, archiving, and cyber resilience across cloud, on-premise, and hybrid environments.
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12
Harness
CI/CD
Harness provides an AI-powered software delivery platform covering CI/CD, feature flags, cloud cost management, and security testing for engineering teams.
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13
Metaplane
Data Observability
Metaplane provides ML-based data observability with automated anomaly detection and lineage tracking, now part of Datadog's broader observability suite.
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14
LogicMonitor
Infrastructure Monitoring
LogicMonitor is a SaaS-based infrastructure monitoring platform that provides automated monitoring across on-premises, cloud, and hybrid environments with agentless discovery.
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15
CloudZero
Cloud Cost Optimization
CloudZero provides cloud cost intelligence connecting cloud spend to products, features, teams, and customers for unit cost optimization.
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16
Elementary Labs
Software
Open source dbt data observability platform with anomaly detection
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17
Validio
Data Observability
Real-time data quality platform using ML to detect anomalies and data drift in streaming pipelines.
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18
Ambyint
Oil and Gas Production Software
AI-powered optimization platform for oil and gas production automating pump management and well analysis.
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19
Andesite AI
Software
AI-driven autonomous threat detection platform for SOC
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20
Sharelock
Software
AI identity threat detection and response for workforce identities
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21
Resistant AI
Software
AI-powered fraud detection for financial services identifying document fraud and synthetic identities.
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22
Slingshot Aerospace
AI Anomaly Detection
Space situational awareness and simulation platform providing collision and launch planning intelligence.
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23
CattleEye
Livestock Management
UK cattle monitoring platform offering AI video analytics for dairy farmers.
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24
Exeon
Software
European NDR and ML-based threat detection
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25
Lightup
Data Observability
AI-powered data quality monitoring platform detecting anomalies and issues across the data warehouse.
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26
Codoxo
AI Fraud Prevention
AI platform for health plans and payers providing fraud, waste, and abuse detection across claims.
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27
MixMode
Network Detection and Response
Third wave AI cybersecurity for network threat detection
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28
Anomaly
AI Claims Processing
AI platform predicting claim denials and pre-auth issues before submission for medical practices and billing companies.
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29
MindBridge
AI Anomaly Detection
AI-powered audit analytics platform that detects anomalies and risks in financial data for auditors and finance teams.
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30
Pano AI Wildfire Detection
AI Anomaly Detection
AI wildfire detection for utilities and forestry.
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31
Intelinair
AI Anomaly Detection
Aerial crop intelligence platform using AI to analyze drone and satellite imagery for early problem detection.
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32
Ambient.ai
AI Security Platforms
AI-powered security intelligence platform using computer vision to detect threats in surveillance video.
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33
Cover
AI Security Platforms
AI-powered test generation platform automatically writing and maintaining unit tests for Python.
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34
SkinIO
Clinical Pathway Management
AI-powered total body photography platform for dermatology tracking skin changes and mole mapping over time.
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35
AiCyber Labs
Software
AI-driven threat detection and response for mid-market
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Best ai anomaly detection by company size

Best ai anomaly detection for Solo / freelancer Best ai anomaly detection for Startup (1-50)Best ai anomaly detection for Small business (51-200)Best ai anomaly detection for Mid-market (201-1,000)Best ai anomaly detection for Enterprise (1,000+)

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Frequently asked

What is the best ai anomaly detection software?

Cubbie ranks 15 profiled ai anomaly detection tools by profile completeness, verified-vendor status, and active deals. The list above leads with the products that carry the most complete, vendor-maintained profiles.

How does Cubbie choose these ai anomaly detection tools?

Listings are drawn from the live catalog and ordered so products with substantive, vendor-maintained profiles surface first. Cubbie does not accept payment for ranking position.

Ranked from Cubbie's live catalog, https://www.cubbie.com/best/ai-anomaly-detection