Observability
Traditional InfrastructureObservability are used by 196 of 381 tracked AI companies. The most popular observability vendor among AI companies is Datadog, used by 117 companies.
Vendors
16
Companies
196
Adoption
51%
Vendor Ranking
Sorted by adoption across 381 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