Observability
Traditional InfrastructureObservability are used by 198 of 384 tracked AI companies. The most popular observability vendor among AI companies is Datadog, used by 119 companies.
Vendors
16
Companies
198
Adoption
52%
Vendor Ranking
Sorted by adoption across 384 tracked AI companies
Comparisons
Head-to-head comparisons of top observability vendors
Other Layers
Cloud & NetworkingCompliance & SecurityAI ComputeAuth & IdentityAuth & IdentityAgent FrameworksEmbeddingsFoundation ModelsVector DatabasesModel ServingImage & Video GenerationCode ExecutionBrowser AutomationRAG & RetrievalGuardrails & SafetyVoice & Speech AIAI ObservabilityEvals & TestingDatabasesData PipelineCommunicationsBilling & PaymentsAnalytics & BICRM & SupportDeveloper PlatformCI/CDDeveloper PlatformDeveloper Platform