Product category
Observability
Tools that reveal system, workflow, and delivery behavior so teams can detect and resolve failures.
Observability software helps teams understand what is happening across applications, APIs, webhooks, infrastructure, and business workflows. Compare products for telemetry, monitoring, traces, logs, delivery verification, incident diagnosis, and recovery.
- LeadProofLeadProof provides domain-specific observability for lead-delivery workflows by auditing CRM and webhook handoffs, verifying destination delivery, retaining receipts, and surfacing recovery paths.ProductB2BSaaSSalesOperationsAPIArtificial Intelligence
- Fiddler Agentic Observabilityby Fiddler AITrace and understand every AI agent decision across the agentic lifecycleProductAIObservabilityAI AgentsEnterprise Software
- Ultra Observeby Ultra SecurityAudit trail of every AI agent action with identity, device, connector and toolProductCybersecurityAI AgentsObservability
- OllyGarden Insightsby OllyGardenFind bad OpenTelemetry data: leaks, noisy signals, gapsProductDeveloper ToolsObservabilityData Quality
- OllyGarden Roseby OllyGardenAI OpenTelemetry engineer that reviews and fixes instrumentationProductDeveloper ToolsObservabilityAI Agents
- Clockwork FleetLensby Clockwork.ioAlways-on visibility and health checks across GPU clusters and fabricsProductAI InfrastructureObservabilityNetworking
- LiteLLM Lensby LiteLLMAI agents that investigate recorded agent traces inside the LiteLLM gatewayProductAIDeveloper ToolsObservability
- Promptic Platformby PrompticTrace, evaluate, and optimize prompts and agents on your own KPIsProductMLOpsDeveloper ToolsObservabilityAI
- groundcoverby groundcoverBYOC full-stack observability with eBPF and agent workflowsProductObservabilityDeveloper ToolsAI
- Papayaby PapayaMonitors agent traces and ships ranked quality, latency, and cost fixesProductDeveloper ToolsAI AgentsObservability
- empirikby empirikChange observability that maps blast radius before deployProductInfrastructureDevOpsAIObservabilityEnterprise Software
- DataAgent Platformby DataAgentAutonomous SRE that remediates Kubernetes incidents in-clusterProductDevOpsKubernetesAIObservabilityInfrastructure
- Mezmoby MezmoAn AI-driven telemetry platform with AURA, an open-source SRE agent that runs in your own infrastructure to govern and automate incident investigation…ProductDeveloper ToolsSREObservabilityAIInfrastructureB2BDevSecOpsSaaS
- Embraceby EmbraceUser-focused observability platform built on OpenTelemetry for mobile and web app performance monitoring.ProductDeveloper ToolsObservabilityMobileB2BEngineering, Product and DesignArtificial IntelligenceSaaSOpen Source
- SigNozby SigNozOpen-source, OpenTelemetry-native observability platform with logs, traces, metrics, APM, and AI-assisted incident investigation in one tool.ProductDeveloper ToolsInfrastructureOpen SourceAIObservabilityB2BSaaS
- Laminarby LaminarOpen-source observability platform for AI agents that catches failures, surfaces root causes, and confirms fixes.ProductDeveloper ToolsAIAIOpsOpen SourceObservabilityB2BEngineering, Product and DesignSaaS
- Interfereby InterfereReal-time production visibility tool that monitors app behavior, finds root causes of issues, and owns resolution from first signal to deployed fix.ProductDeveloper ToolsAIDevOpsB2BObservabilityEngineering, Product and DesignDesign
- Deeptraceby DeeptraceAI agent platform that automates alert triage, root-cause analysis, and incident investigation for production engineering systems.ProductAIDevOpsObservabilityB2BSaaS
- IncidentFoxby IncidentFoxAI SRE agent that autonomously investigates production incidents and delivers ready-to-run fix scripts.ProductDeveloper ToolsAIOpsInfrastructureAIObservabilityB2BArtificial Intelligence
- Bentoby BentoLabs AIClosed-loop production infrastructure for monitoring, diagnosing, and improving AI agent systems.ProductDeveloper ToolsAIAIOpsInfrastructureObservabilityB2B
