AI TrustMark

Anomaly detection companies, products & suppliers

Finding unusual events in metrics, logs or transactions as the product. Jobs: metric anomalies; log/trace anomalies; transaction outliers.

What is Anomaly detection?

Finding unusual events in metrics, logs or transactions as the product. Jobs: metric anomalies; log/trace anomalies; transaction outliers.

What problems does it solve?

Incidents still are noticed when a customer shouts.

Typical business use cases

  • Metric anomalies
  • Log/trace anomalies
  • Transaction outliers

Important capabilities

  • Unsupervised/semi
  • Alerting
  • Explain an anomaly

What buyers should evaluate

  • False positive cost
  • Latency
  • Whether it is fraud-specific

Risks and governance considerations

An anomaly feed that pages on noise until it is muted.

Procurement checklist

  • Precision
  • Latency
  • Fraud or generic

Relevant AI Trustmark assurance

AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.

Methodology · How verification works

Products and providers

Open a product profile for its catalogue details, or use the provider link for the company profile. Claimed listings appear first, then by name. Payment never changes the order.

  • Anodot AI-Powered Anomaly Detection

    By Anodot

    Anodot, a Glassbox company since November 2025, provides autonomous anomaly detection and correlation for business and technical metrics. It learns normal metric behaviour, detects

  • Anomalo

    By Anomalo

    Anomalo is an autonomous data quality and observability platform for enterprise data. It uses machine learning to monitor tables across cloud and on-premises data platforms, automa

  • BigPanda AIOps

    By BigPanda

    BigPanda AIOps aggregates, normalises and enriches events from fragmented monitoring tools and correlates them into actionable incidents, so teams can detect issues as they form an

  • CrowdStrike Falcon

    By CrowdStrike

    CrowdStrike is a global cybersecurity leader with an advanced cloud-native platform for protecting endpoints, cloud workloads, identities and data. CrowdStrike Falcon is CrowdStrik

  • Darktrace

    By Darktrace

    Darktrace sells AI cyber-security products that learn a customer's environment to detect and respond to threats. Public marketing covers threat detection, autonomous response and r

  • Dynatrace Intelligence

    By Dynatrace

    Innovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one platform. Dynatrace Intelligence i

  • Elastic Observability

    By Elastic

    Power insights and outcomes with The Elasticsearch Platform. See into your data and find answers that matter with enterprise solutions designed to help you accelerate time to insig

  • Featurespace

    By Featurespace

    Featurespace is a Cambridge-headquartered company selling Adaptive Behavioral Analytics for fraud and financial-crime detection. Public marketing covers real-time payment and banki

  • Feedzai RiskOps

    By Feedzai

    Stop financial crime before it happens. Feedzai's AI-powered platform detects and prevents fraud, money laundering, and other risks across all channels. Feedzai RiskOps is Fee

  • Edwin AI

    By LogicMonitor

    LogicMonitor is the AI-first platform for Autonomous IT, enabling enterprises to operate complex digital systems with greater resilience, efficiency, and confidence. Edwin AI is Lo

  • MindBridge AI Auditor

    By MindBridge

    Bridging the governance gap accelerating between Agentic AI adoption and maintaining 100% financial integrity. MindBridge AI Auditor is MindBridge's software product, from MindBrid

  • New Relic

    By New Relic

    New Relic is an AI-powered observability platform that correlates your telemetry across your entire stack, so you can isolate the root cause and reduce MTTR. New Relic is New Relic

  • SAS Event Stream Processing

    By SAS

    SAS Event Stream Processing is SAS's software product, from SAS Institute Inc. Published at sas.com/en_us/software/event-stream-processing.html. Directory filing: Anomaly detection

  • Skylar AI

    By ScienceLogic

    Empower your IT staff & propel your digital transformation with ScienceLogic's AI-driven observability and IT infrastructure monitoring platform. Skylar AI is ScienceLogic's s

  • Selector AI

    By Selector

    Selector AI is Selector's software product, from Selector Software, Inc. Published at selector.ai/platform. Directory filing: Anomaly detection. Vendor legal name on this product r

  • Soda

    By Soda

    Soda provides data quality monitoring and observability for analytics and AI data pipelines. Public marketing also emphasises data quality as code + monitoring. It is presented for

  • Splunk IT Service Intelligence

    By Splunk

    Unify security and observability at petabyte scale on the Splunk data platform for trusted AI. Stop threats and prevent downtime at machine speed. Splunk IT Service Intelligence is

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

What is Anomaly detection?

Finding unusual events in metrics, logs or transactions as the product. Jobs: metric anomalies; log/trace anomalies; transaction outliers.

What should not be listed as Anomaly detection?

Products whose buyer job is fraud detection, model monitoring, or predictive analytics. Those belong on their own category page so search queries are not split.

Has AI Trustmark independently assessed every Anomaly detection supplier?

No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.

What incident-handling evidence is useful for AI suppliers?

Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.

What security testing evidence should buyers request for an AI product?

Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.