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Upsonic

Upsonic builds and operates AI agents for enterprise workflows in operations, finance, compliance, and customer processes. It provides AgentOS infrastructure for running, observing, and evaluating agents.

Product

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

• AgentOS Infrastructure service

  AgentOS runs enterprise AI agents and provides production tracing, evaluation, deployment, and governance controls.

Similar products 120

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

PGPrediction GuardEarly-stageAgentOS and Prediction Guard Control Plane both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.3 of 3 capabilitiesDifferent layerCompareLALumenova AIUndisclosedAgentOS and AI Gateway both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareMAMaxim AIUndisclosedAgentOS and Bifrost both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareAAAlinia AIEarly-stageAgentOS and Seny both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and test and evaluate an AI agent; scale not recorded for either; ships model API rather than the same layer.2 of 3 capabilitiesDifferent layerCompareAAurascapeEarly-stageAgentOS and Zero-Bypass MCP Gateway both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareAAArthur AIEarly-stageAgentOS and Arthur Agent Development Toolkit both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and test and evaluate an AI agent; scale not recorded for either; ships application, developer tool and 1 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareHAHamming AIEarly-stageAgentOS and Hamming both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareFAFuture AGIUndisclosedAgentOS and Future AGI both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, API service and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareAAAdversa AIUndisclosedAgentOS and Coding Agent Security Platform both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareOObiguardUndisclosedAgentOS and Governance AI both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareDADynamo AIUndisclosedAgentOS and DynamoGuard both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareNNeuralTrustEarly-stageAgentOS and TrustGate both list guardrails and safety; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareLLiteLLMEarly-stageAgentOS and AI Gateway (LiteLLM Proxy) both list guardrails and safety; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareTTrueFoundryEarly-stageAgentOS and TrueFoundry MCP Gateway both list guardrails and safety; scale not recorded for either.3 of 3 capabilitiesShared product typeCompareAAAutomation AnywhereUndisclosedAgentOS and EnterpriseClaw both list guardrails and safety; scale not recorded for either.3 of 3 capabilitiesShared product typeCompareSASingulr AIEarly-stageAgentOS and Singulr Agent Pulse both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareRRunlayerEarly-stageAgentOS and ToolGuard both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerComparePSPillar SecurityEarly-stageAgentOS and Runtime Guardrails both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareWWitnessAIEarly-stageAgentOS and Witness Protect both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareZZenityLate-stageAgentOS and Zenity Platform both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareTTesslLate-stageAgentOS and Tessl Registry both list guardrails and safety; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareGGuild.aiUndisclosedAgentOS and Guild agent control plane both list guardrails and safety; scale not recorded for either; ships agent platform and developer tool rather than the same layer.3 of 3 capabilitiesDifferent layerCompareSSalusUndisclosedAgentOS and Salus both list guardrails and safety; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareFFabraixUndisclosedAgentOS and Nyx both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareKAKlira AIUndisclosedAgentOS and Klira SDK both list guardrails and safety; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLLatentUndisclosedAgentOS and Latent both list guardrails and safety; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerComparePPreambleUndisclosedAgentOS and AI Threat Detection both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareSStacktraceUndisclosedAgentOS and Stacktrace Fleet both list guardrails and safety; scale not recorded for either; ships agent platform and developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareNnRouterUndisclosedAgentOS and nRouter LLM Gateway both list guardrails and safety; scale not recorded for either; ships API service rather than the same layer.2 of 3 capabilitiesDifferent layerCompareFAFiddler AILate-stageAgentOS and Fiddler AI Governance, Risk Management, and Compliance both list guardrails and safety; scale not recorded for either; ships application, developer tool and 1 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareLLassoEarly-stageAgentOS and Lasso AI Security Platform both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareAFAgentic FabriqUndisclosedAgentOS and Agentic Fabriq both list guardrails and safety; scale not recorded for either; ships agent platform and developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareOOrq.aiUndisclosedAgentOS and AI Gateway both list guardrails and safety; scale not recorded for either; ships API service rather than the same layer.2 of 3 capabilitiesDifferent layerCompareRRequestyEarly-stageAgentOS and Requesty AI Gateway both list guardrails and safety; scale not recorded for either; ships API service rather than the same layer.2 of 3 capabilitiesDifferent layerCompareDDatadogPublicAgentOS and Agent Observability both list guardrails and safety; Upsonic's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareEAEnkrypt AIAcquiredAgentOS and Enkrypt AI both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and test and evaluate an AI agent; Upsonic's scale not recorded; Enkrypt AI is acquired, with no independent scale; ships API service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareDDecaworkUndisclosedAgentOS and Decawork both list guardrails and safety; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareDDatabricksLate-stageAgentOS and Unity Gateway both list guardrails and safety; Upsonic's scale not recorded.3 of 3 capabilitiesShared product typeCompareNNVIDIAPublicAgentOS and NeMo Helix both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and test and evaluate an AI agent; Upsonic's scale not recorded.3 of 3 capabilitiesShared product typeCompareZZapierLate-stageAgentOS and AI Guardrails by Zapier both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Upsonic's scale not recorded; ships API service, agent platform and 3 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareRRespanEarly-stageAgentOS and Respan both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareOOktaPublicAgentOS and Okta for AI Agents both list guardrails and safety; scale not recorded for either; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareRAResemble AIEarly-stageAgentOS and Resemble Watermarker both list guardrails and safety; scale not recorded for either; ships API service and application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareAArchalUndisclosedAgentOS and Archal both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareTTuringLate-stageAgentOS and Turing Intelligence Platform both list guardrails and safety; Upsonic's scale not recorded; ships agent platform and data service rather than the same layer.3 of 3 capabilitiesDifferent layerCompareVEVolcano EngineUndisclosedAgentOS and LLM Application Firewall (大模型应用防火墙) both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either.2 of 3 capabilitiesShared product typeComparePPySpurUndisclosedAgentOS and PySpur both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareSSAPPublicAgentOS and SAP AI Agent Hub both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Upsonic's scale not recorded.3 of 3 capabilitiesShared product typeCompareCMComet MLEarly-stageAgentOS and Opik both serve buyers who need to block unsafe AI inputs and unapproved AI use and test and evaluate an AI agent; scale not recorded for either; ships AI agent, application and 2 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareKKnosticEarly-stageAgentOS and Kirin both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareBBitfabUndisclosedAgentOS and Bitfab both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLLaminarEarly-stageAgentOS and Laminar both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareLLiveKitLate-stageAgentOS and LiveKit Agent Platform both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships agent platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareRRestackEarly-stageAgentOS and Restack both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships agent platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareHSHarmonic SecurityEarly-stageAgentOS and Harmonic Guide both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareITInvisible TechnologiesLate-stageAgentOS and Synapse both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded; ships agent platform, data service and 1 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareSSamaUndisclosedAgentOS and Sama GenAI both list guardrails and safety; scale not recorded for either; ships data service and platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareTTolokaUndisclosedAgentOS and Toloka Platform both list guardrails and safety; scale not recorded for either; ships AI agent, data service and 1 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareAAArize AIUndisclosedAgentOS and Arize Phoenix both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareGGalileoAcquiredAgentOS and Galileo both serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded; Galileo is acquired, with no independent scale; ships API service and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareAAssemblyAILate-stageAgentOS and AssemblyAI Guardrails both list guardrails and safety; scale not recorded for either; ships API service and application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareGAGeordie AIEarly-stageAgentOS and Beam both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCCekuraEarly-stageAgentOS and Cekura both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNNoveum.aiUndisclosedAgentOS and noveum-trace both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareLSLumia SecurityEarly-stageAgentOS and AI Usage Control both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareAAsenionUndisclosedAgentOS and Asenion AI Control System both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareCCiscoPublicAgentOS and Cisco AI Defense both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and test and evaluate an AI agent; Upsonic's scale not recorded; ships AI agent, application and 3 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareHHoneyHiveEarly-stageAgentOS and HoneyHive both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareLLunaryUndisclosedAgentOS and Lunary both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareOOkahuUndisclosedAgentOS and Okahu Cloud both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareOOpenlayerEarly-stageAgentOS and Openlayer Monitoring both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareSStraikerEarly-stageAgentOS and Ascend AI both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareDDataikuLate-stageAgentOS and Dataiku Agent Management both list guardrails and safety; Upsonic's scale not recorded.3 of 3 capabilitiesShared product typeCompareQQuantPiUndisclosedAgentOS and QuantPi platform both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareLLatitudeUndisclosedAgentOS and Latitude both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerComparePPydanticEarly-stageAgentOS and Pydantic Logfire both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships API service and developer tool rather than the same layer.3 of 3 capabilitiesDifferent layerCompareNNNebula NovaUndisclosedAgentOS and LibraOS both list guardrails and safety; scale not recorded for either; ships agent platform rather than the same layer.2 of 3 capabilitiesDifferent layerComparePAPalo Alto NetworksPublicAgentOS and Prisma AIRS AI Red Teaming both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareCCraniumEarly-stageAgentOS and Cranium ONE both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareCAConfident AIUndisclosedAgentOS and DeepEval both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareWWorkdayPublicAgentOS and Agent Harness both list guardrails and safety; Upsonic's scale not recorded.3 of 3 capabilitiesShared product typeCompareJJFrogPublicAgentOS and JFrog MCP Registry both list guardrails and safety; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareCCovalEarly-stageAgentOS and Observe both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareRRoarkUndisclosedAgentOS and Simulation testing both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareZZscalerPublicAgentOS and Zscaler AI Red Teaming both list guardrails and safety; Upsonic's scale not recorded; ships API service, application and 2 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareSSalesforcePublicAgentOS and MuleSoft Agent Fabric both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Upsonic's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareAAAgnost AIUndisclosedAgentOS and Agnost AI both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareIIBMPublicAgentOS and IBM watsonx.governance both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Upsonic's scale not recorded; ships API service, agent platform and 4 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareCCoreWeavePublicAgentOS and CoreWeave Agent Lens both serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded.1 of 3 capabilitiesShared product typeCompareMMicrosoftPublicAgentOS and Foundry Control Plane both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded; ships AI agent, API service and 6 more rather than the same layer.3 of 3 capabilitiesDifferent layerComparePPromptLayerEarly-stageAgentOS and PromptLayer Observability both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCCoArenaUndisclosedAgentOS and Introspect both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships API service and platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareBBluejayEarly-stageAgentOS and Multichannel Simulations both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent and developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareSServiceNowPublicAgentOS and AI Agent Studio both serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded; ships AI agent, application and 2 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareFFortinetPublicAgentOS and FortiAIGate both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Upsonic's scale not recorded.2 of 3 capabilitiesShared product typeCompareLLiminalUndisclosedAgentOS and Liminal both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareEAEvidently AIUndisclosedAgentOS and Evidently Platform both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareLLangChainLate-stageAgentOS and LangSmith Chat both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships agent platform, application and 2 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLLangWatchUndisclosedAgentOS and LangWatch Instant Evals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, API service and 2 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareBBraintrustLate-stageAgentOS and Braintrust both serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded; ships AI agent, application and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareKKimptonUndisclosedAgentOS and EvalRouter both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships API service and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCCyeraLate-stageAgentOS and Cyera Browser Shield both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Upsonic's scale not recorded; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareLLogosGuardUndisclosedAgentOS and LogosGuard Enterprise Private LLM both list guardrails and safety; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareGGlean (Glean Technologies)Late-stageAgentOS and Glean Protect both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Upsonic's scale not recorded; ships application and platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareMMem0Early-stageAgentOS and Gateway both list guardrails and safety; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareW&Weights & BiasesAcquiredAgentOS and W&B Weave both serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded; Weights & Biases is acquired, with no independent scale; ships API service, developer tool and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareODOoak DataUndisclosedAgentOS and Ooak Data RL Environments both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareTTwolabsUndisclosedAgentOS and Twolabs Environments and Datasets both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareOOpenRouterLate-stageAgentOS and Ori Eval both serve buyers who need to test and evaluate an AI agent; Upsonic's scale not recorded; ships AI agent, developer tool and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareTTensorTestUndisclosedAgentOS and TensorTest private evals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareSSentinelOnePublicAgentOS and Prompt Security both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Upsonic's scale not recorded; ships AI agent, application and 2 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareSSplunkAcquiredAgentOS and Agent and Model Evaluation both list guardrails and safety; Upsonic's scale not recorded; Splunk is acquired, with no independent scale; ships agent platform, application and 2 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareCPCheck Point Software TechnologiesPublicAgentOS and AI Red Teaming both list guardrails and safety; both also serve buyers who need to test and evaluate an AI agent; scale not recorded for either.3 of 3 capabilitiesShared product typeCompareMMarkovUndisclosedAgentOS and AutoCAD Bench both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareHAHume AIUndisclosedAgentOS and User Testing API both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareHHiddenLayerEarly-stageAgentOS and HiddenLayer AI Discovery both list guardrails and safety; scale not recorded for either; ships application and platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareWWriterLate-stageAgentOS and WRITER AI Studio both list guardrails and safety; Upsonic's scale not recorded; ships AI agent, agent platform and 2 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareOOraclePublicAgentOS and OCI Enterprise AI both list guardrails and safety; Upsonic's scale not recorded.2 of 3 capabilitiesShared product typeCompareMMaingenUndisclosedAgentOS and SolarBench both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships application and data service rather than the same layer.1 of 3 capabilitiesDifferent layerComparePParloaLate-stageAgentOS and Parloa Lens both list guardrails and safety; Upsonic's scale not recorded.3 of 3 capabilitiesShared product typeCompare

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.

Sources

Total funding

Not found · 27 Oct 2026

Pages read for this record state no funding total.

Valuation

Not found · 27 Oct 2026

Pages read for this record state no valuation or market capitalisation.

Founded

Not found · 27 Oct 2026

Pages read for this record state no founding year.

Public listing

Not found · 27 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 27 Oct 2026

Company page: "Upsonic builds agents for document-heavy, repetitive and decision-based workflows across operations, finance, compliance and customer processes."

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