WhyLabs

WhyLabs provides software to monitor and detect issues in AI models and data pipelines, helping teams catch drift and anomalies before they cause problems.

Usage Panda

Usage Panda uses machine learning to analyze cloud infrastructure usage and automatically optimize resource allocation to reduce costs and improve efficiency.

Truera

Truera provided software to monitor, explain, and debug machine learning models in production, with a focus on detecting drift, bias, and performance issues.

Fiddler AI

Observability and governance platform for AI agents and large language models, helping enterprises monitor, explain, and control AI systems in production.

Patronus AI

Patronus AI sells an automated platform that helps enterprises test, evaluate, and monitor large language models for accuracy, safety, and compliance before and after deployment.

Cranium

AI security and governance platform that helps enterprises discover, test, and monitor AI systems for vulnerabilities and compliance across their models and supply chains.

Neptune.ai

Neptune.ai provides software for tracking, comparing, and analyzing machine learning experiments and managing model registries.

NannyML

NannyML monitors machine learning models in production to detect data drift, concept drift, and performance degradation without requiring ground-truth labels.

Mithril Security

Mithril Security provides open-source tools that use confidential computing hardware to keep data and AI model code encrypted while in use, and to cryptographically prove how a model was trained.

LatticeFlow

LatticeFlow sells a software platform that automatically tests and monitors AI models for safety, bias, drift, and regulatory compliance.