AA

Adversa AI

Adversa AI sells runtime security software and AI red-teaming services to enterprises deploying AI systems and coding agents.

StageUndisclosed

Founded—

HeadquartersTel Aviv, Israel

StatusPrivate

Product

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

• Coding Agent Security Platform Platform

  Coding Agent Security Platform monitors enterprise coding-agent activity, connects actions into behavioral chains, and blocks dangerous actions before execution.

Similar products 134

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 ↗

ZZenityLate-stageCoding Agent Security Platform and Zenity Platform do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 3 capabilitiesShared product typeComparePSPillar SecurityEarly-stageCoding Agent Security Platform and Runtime Guardrails do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareWWitnessAIEarly-stageCoding Agent Security Platform and Witness Protect do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareAAurascapeEarly-stageCoding Agent Security Platform and Zero-Bypass MCP Gateway do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships infrastructure service rather than the same layer.2 of 3 capabilitiesDifferent layerComparePGPrediction GuardEarly-stageCoding Agent Security Platform 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 and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeComparePPreambleUndisclosedCoding Agent Security Platform and AI Threat Detection do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareSASingulr AIEarly-stageCoding Agent Security Platform and Singulr Agent Pulse both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareRRunlayerEarly-stageCoding Agent Security Platform and ToolGuard do comparable work on guardrails and safety and threat detection and response; 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 typeCompareDADynamo AIUndisclosedCoding Agent Security Platform and DynamoGuard both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareHAHamming AIEarly-stageCoding Agent Security Platform and Hamming both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareFAFuture AGIUndisclosedCoding Agent Security Platform and Future AGI both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareLLassoEarly-stageCoding Agent Security Platform and Lasso AI Security Platform do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; scale not recorded for either.3 of 3 capabilitiesShared product typeCompareLALumenova AIUndisclosedCoding Agent Security Platform and AI Gateway both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships infrastructure service rather than the same layer.2 of 3 capabilitiesDifferent layerCompareMAMaxim AIUndisclosedCoding Agent Security Platform 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 typeCompareGAGeordie AIEarly-stageCoding Agent Security Platform and Beam do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships application rather than the same layer.2 of 3 capabilitiesDifferent layerCompareAAArthur AIEarly-stageCoding Agent Security Platform 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 watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareOObiguardUndisclosedCoding Agent Security Platform and Governance AI 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 typeCompareKAKlira AIUndisclosedCoding Agent Security Platform and Klira SDK both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLLatentUndisclosedCoding Agent Security Platform and Latent both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareSStacktraceUndisclosedCoding Agent Security Platform and Stacktrace Fleet both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform and developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareKKnosticEarly-stageCoding Agent Security Platform and Kirin do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships application rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLSLumia SecurityEarly-stageCoding Agent Security Platform and AI Usage Control both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareDDecaworkUndisclosedCoding Agent Security Platform and Decawork both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareAAAlinia AIEarly-stageCoding Agent Security Platform and Seny 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 model API rather than the same layer.2 of 3 capabilitiesDifferent layerCompareFAFiddler AILate-stageCoding Agent Security Platform and Fiddler AI Governance, Risk Management, and Compliance both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareCCraniumEarly-stageCoding Agent Security Platform and Cranium ONE do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 3 capabilitiesShared product typeCompareTTraceforceUndisclosedCoding Agent Security Platform and Traceforce do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareSSalusUndisclosedCoding Agent Security Platform and Salus both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNNeuralTrustEarly-stageCoding Agent Security Platform and TrustGuard both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool and infrastructure service rather than the same layer.2 of 3 capabilitiesDifferent layerCompareGGuild.aiUndisclosedCoding Agent Security Platform and Guild agent control plane both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform and developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareTTrueFoundryEarly-stageCoding Agent Security Platform and TrueFoundry Agent Gateway both serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareDDatadogPublicCoding Agent Security Platform and Datadog AI Guard both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareSSplunkAcquiredCoding Agent Security Platform and Splunk Agent Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; Splunk is acquired, with no independent scale.3 of 3 capabilitiesShared product typeCompareCPCheck Point Software TechnologiesPublicCoding Agent Security Platform and AI Agent Security do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 3 capabilitiesShared product typeCompareOOktaPublicCoding Agent Security Platform and Okta for AI Agents both list guardrails and safety; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareAFAgentic FabriqUndisclosedCoding Agent Security Platform and Agentic Fabriq both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform and developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareEElasticPublicCoding Agent Security Platform and Elastic Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareAAAutomation AnywhereUndisclosedCoding Agent Security Platform and AI Governance both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareNnRouterUndisclosedCoding Agent Security Platform 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 layerCompareJJFrogPublicCoding Agent Security Platform and JFrog AI Catalog both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 3 capabilitiesShared product typeComparePAPalo Alto NetworksPublicCoding Agent Security Platform and Prisma AIRS AI Gateway do comparable work on guardrails and safety and threat detection and response; Adversa AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareLLiteLLMEarly-stageCoding Agent Security Platform and AI Gateway (LiteLLM Proxy) both list guardrails and safety; scale not recorded for either; ships AI agent, application and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareDDelineaUndisclosedCoding Agent Security Platform and Delinea Iris AI both list threat detection and response; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareEAEnkrypt AIAcquiredCoding Agent Security Platform and Enkrypt AI both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; Enkrypt AI is acquired, with no independent scale; ships API service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCMComet MLEarly-stageCoding Agent Security Platform and Opik both serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareOOrq.aiUndisclosedCoding Agent Security Platform 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-stageCoding Agent Security Platform 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 layerCompareDDatabricksLate-stageCoding Agent Security Platform and Lakewatch both list threat detection and response; Adversa AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareAAsenionUndisclosedCoding Agent Security Platform and Asenion AI Control System both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareRAResemble AIEarly-stageCoding Agent Security Platform and Resemble Watermarker both list guardrails and safety; scale not recorded for either; ships API service and application rather than the same layer.2 of 3 capabilitiesDifferent layerCompareZZapierLate-stageCoding Agent Security Platform 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; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareCCyeraLate-stageCoding Agent Security Platform and Cyera AI Runtime Protection do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareHHiddenLayerEarly-stageCoding Agent Security Platform and HiddenLayer AI Security Platform both list threat detection and response; scale not recorded for either.3 of 3 capabilitiesShared product typeCompareSSAPPublicCoding Agent Security Platform 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 and watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareLLiminalUndisclosedCoding Agent Security Platform 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.1 of 3 capabilitiesShared product typeCompareFFortinetPublicCoding Agent Security Platform and FortiEndpoint both list threat detection and response; Adversa AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareIIBMPublicCoding Agent Security Platform and IBM watsonx.governance both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareTCThe Context CompanyUndisclosedCoding Agent Security Platform and The Context Company both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareOOkahuUndisclosedCoding Agent Security Platform and Okahu Cloud both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareGGalileoAcquiredCoding Agent Security Platform and Galileo both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; Galileo is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompareCCrowdStrikePublicCoding Agent Security Platform and Falcon Complete both list threat detection and response; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareLLatitudeUndisclosedCoding Agent Security Platform and Latitude both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareAAAgnost AIUndisclosedCoding Agent Security Platform and Agnost AI both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareFFabraixUndisclosedCoding Agent Security Platform and Nyx both list guardrails and safety; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareITInvisible TechnologiesLate-stageCoding Agent Security Platform and Synapse both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareZZscalerPublicCoding Agent Security Platform and Zero Trust Exchange both list threat detection and response; Adversa AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareNNVIDIAPublicCoding Agent Security Platform and NVIDIA Open Agent Safety Platform both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareSSentinelOnePublicCoding Agent Security Platform and Singularity Platform both list threat detection and response; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareTTolokaUndisclosedCoding Agent Security Platform and Toloka Platform both list guardrails and safety; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareHSHarmonic SecurityUndisclosedCoding Agent Security Platform 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 layerCompareASAbnormal SecurityLate-stageCoding Agent Security Platform and AI Agent Security do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareCCiscoPublicCoding Agent Security Platform and Cisco AI Defense do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use; Adversa AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareDDataikuLate-stageCoding Agent Security Platform and Dataiku Agent Management both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareLLangfuseAcquiredCoding Agent Security Platform and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; Langfuse is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompareDDynatracePublicCoding Agent Security Platform and Dynatrace AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareAAArize AIUndisclosedCoding Agent Security Platform and Arize AX both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareMMicrosoftPublicCoding Agent Security Platform and Microsoft Agent 365 both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareVAVectra AILate-stageCoding Agent Security Platform and Vectra AI Platform both list threat detection and response; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareAAssemblyAILate-stageCoding Agent Security Platform 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 layerCompareTTuringLate-stageCoding Agent Security Platform and Turing Intelligence Platform both list guardrails and safety; Adversa AI's scale not recorded; ships agent platform and data service rather than the same layer.2 of 3 capabilitiesDifferent layerCompareMMem0Early-stageCoding Agent Security Platform and Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service, agent platform and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareDDarktraceLate-stageCoding Agent Security Platform and Darktrace ActiveAI Security Platform both list threat detection and response; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareHHeliconeAcquiredCoding Agent Security Platform and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; Helicone is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompareSServiceNowPublicCoding Agent Security Platform and AI Control Tower both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareCClickHouseLate-stageCoding Agent Security Platform and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareWWorkdayPublicCoding Agent Security Platform and Workday Extend both serve buyers who need to block unsafe AI inputs and unapproved AI use; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareRRaindropEarly-stageCoding Agent Security Platform and Issue detection both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent and developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareILIndora LabsUndisclosedCoding Agent Security Platform and Arbiter both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareWWizAcquiredCoding Agent Security Platform and Wiz AI-SPM both list threat detection and response; Adversa AI's scale not recorded; Wiz is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompareDDeepchecksAbsorbedCoding Agent Security Platform and Deepchecks LLM Evaluation both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; Deepchecks is absorbed, with no independent scale.1 of 3 capabilitiesShared product typeCompareNRNew RelicUndisclosedCoding Agent Security Platform and New Relic AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareAWArctic WolfUndisclosedCoding Agent Security Platform and Aurora Superintelligence Platform both list threat detection and response; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareHHoneyHiveEarly-stageCoding Agent Security Platform and HoneyHive both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareLLunaryUndisclosedCoding Agent Security Platform and Lunary both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareOOpenlayerEarly-stageCoding Agent Security Platform and Openlayer Monitoring both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareHHarnessLate-stageCoding Agent Security Platform and AI Firewall do comparable work on guardrails and safety and threat detection and response; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 3 capabilitiesShared product typeCompareTTolmoUndisclosedCoding Agent Security Platform and Tolmo Pentesting Agent both list threat detection and response; scale not recorded for either; ships AI agent rather than the same layer.1 of 3 capabilitiesDifferent layerCompareSSalesforcePublicCoding Agent Security Platform and MuleSoft Agent Fabric both list guardrails and safety; both also serve buyers who need to block unsafe AI inputs and unapproved AI use and watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareTTorqLate-stageCoding Agent Security Platform and Torq AI SOC Platform both list threat detection and response; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareVEVolcano EngineUndisclosedCoding Agent Security Platform 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.1 of 3 capabilitiesShared product typeCompareLLangDBUndisclosedCoding Agent Security Platform and LangDB AI Gateway both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareLLaminarEarly-stageCoding Agent Security Platform and Laminar Signals both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, developer tool and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareGGlean (Glean Technologies)Late-stageCoding Agent Security Platform and Glean AI Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeComparePPromptLayerEarly-stageCoding Agent Security Platform and PromptLayer Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareRRoarkUndisclosedCoding Agent Security Platform and Post-call analysis both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNNetarxUndisclosedCoding Agent Security Platform and Netarx Identity Key (NIK) both list threat detection and response; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareCCloudPeekUndisclosedCoding Agent Security Platform and CloudPeek Vulnerability Intelligence both list threat detection and response; scale not recorded for either; ships AI agent and API service rather than the same layer.1 of 3 capabilitiesDifferent layerComparePPydanticEarly-stageCoding Agent Security Platform and Pydantic Logfire both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships API service and developer tool rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLLangWatchUndisclosedCoding Agent Security Platform and LangWatch LLM observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent, API service and 2 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareVVercelLate-stageCoding Agent Security Platform and Vercel Passport both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; ships AI agent, API service and 2 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareW&Weights & BiasesAcquiredCoding Agent Security Platform and W&B Weave both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded; Weights & Biases is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompareAAlethicaUndisclosedCoding Agent Security Platform and Policy-as-Code both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships AI agent and agent platform rather than the same layer.1 of 3 capabilitiesDifferent layerComparePPalisadeUndisclosedCoding Agent Security Platform and Palisade both list threat detection and response; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNNebuSecUndisclosedCoding Agent Security Platform and NebuSec Code Security both list threat detection and response; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareVLVeria LabsUndisclosedCoding Agent Security Platform and Veria both list threat detection and response; scale not recorded for either; ships AI agent rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCCoArenaUndisclosedCoding Agent Security Platform and Introspect both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareOOpenHackUndisclosedCoding Agent Security Platform and OpenHack both list threat detection and response; scale not recorded for either; ships AI agent rather than the same layer.1 of 3 capabilitiesDifferent layerCompareBBraintrustLate-stageCoding Agent Security Platform and Patterns both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareLLangChainLate-stageCoding Agent Security Platform and LangSmith both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareAAnacondaLate-stageCoding Agent Security Platform and AI Security & Guardrails both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareHAHume AIUndisclosedCoding Agent Security Platform and Kairos Platform both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareRCRed CanaryAcquiredCoding Agent Security Platform and Zscaler Managed Phishing Response both list threat detection and response; Adversa AI's scale not recorded; Red Canary is acquired, with no independent scale; ships AI agent and application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareEExpelUndisclosedCoding Agent Security Platform and Expel Workbench both list threat detection and response; scale not recorded for either; ships AI agent and application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNNiCEPublicCoding Agent Security Platform and Xceed AI FRAML both list threat detection and response; Adversa AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareDDefendLabUndisclosedCoding Agent Security Platform and DefendLab both list threat detection and response; scale not recorded for either; ships AI agent rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNNNebula NovaUndisclosedCoding Agent Security Platform and LibraOS both list guardrails and safety; scale not recorded for either; ships agent platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareDDoppelLate-stageCoding Agent Security Platform and Doppel Email Security both list threat detection and response; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareTTridentUndisclosedCoding Agent Security Platform and Trident both list threat detection and response; scale not recorded for either; ships AI agent rather than the same layer.1 of 3 capabilitiesDifferent layerCompareAAntigenUndisclosedCoding Agent Security Platform and Antigen both list threat detection and response; scale not recorded for either; ships AI agent rather than the same layer.1 of 3 capabilitiesDifferent layerCompareHHuntressUndisclosedCoding Agent Security Platform and Huntress Platform (Athena Engine) both list threat detection and response; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareBBroadcomPublicCoding Agent Security Platform and AgentMinder both list guardrails and safety; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareAAccenturePublicCoding Agent Security Platform and Cyber.AI both list threat detection and response; Adversa AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareCCrewAIEarly-stageCoding Agent Security Platform and CrewAI AMP both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships agent platform, application and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareAAshrUndisclosedCoding Agent Security Platform and Ashr Evals both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 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 · 26 Oct 2026

Pages read for this record state no funding total.

Valuation

Not found · 26 Oct 2026

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

Founded

Not found · 26 Oct 2026

Pages read for this record state no founding year.

Public listing

Not found · 26 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 26 Oct 2026

Company page: "Adversa AI exists so enterprises can ship AI at scale without shipping risk."

Open Adversa AI in the directory

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