G

Guild.ai

Agent control plane for running, monitoring and governing AI agents, with an MCP Gateway, AI Observability, AI Governance, token monitoring and Software Factory agents that plan, build, test and review engineering tasks.

StageUndisclosed

Founded—

HeadquartersSan Francisco, USA

StatusPrivate

Products

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

• Guild agent control plane Agent platform

  Vendor-neutral control plane to deploy, run, monitor and govern AI agents built in any framework, with an MCP Gateway for tool and model access, AI Observability, AI Governance, token monitoring and an Optimizer.

Inside guild-agent-control-plane

• Guild Software Factory Developer tool

  Agents that plan, build, test and review bounded engineering tasks from issues and hand engineers validated pull requests, running on the Guild control plane; humans approve and merge.

Similar products 116

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 ↗

OOpenRouterLate-stageGuild Software Factory and Ori both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareIImbueLate-stageGuild Software Factory and Blueprint both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareAHAll Hands AIEarly-stageGuild agent control plane and 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.4 of 4 capabilitiesShared product typeCompareFAFiddler AILate-stageGuild agent control plane 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.3 of 4 capabilitiesShared product typeCompareDDatadogPublicGuild agent control plane and Agent Observability both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.4 of 4 capabilitiesShared product typeCompareJJetBrainsUndisclosedGuild Software Factory and Air in JetBrains IDEs both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareAAArthur AIEarly-stageGuild agent control plane and Arthur Engine both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareMAMaxim AIUndisclosedGuild agent control plane and Bifrost both list guardrails and safety; scale not recorded for either; ships application, infrastructure service and 1 more rather than the same layer.2 of 4 capabilitiesDifferent layerCompareCCursorAcquiredGuild Software Factory and Cloud Agents both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; Cursor is acquired, with no independent scale.2 of 4 capabilitiesShared product typeCompareCMComet MLEarly-stageGuild agent control plane and Opik both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareTTrueFoundryEarly-stageGuild agent control plane and TrueFoundry MCP Gateway both list guardrails and safety; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareFFactoryLate-stageGuild Software Factory and Factory Missions both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareAAAutomation AnywhereUndisclosedGuild agent control plane and AI Agent Studio both list guardrails and safety; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareHCHuawei CloudUndisclosedGuild Software Factory and CodeArts Agent both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareCCognitionLate-stageGuild Software Factory and Fusion both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.1 of 4 capabilitiesShared product typeCompareCClineEarly-stageGuild Software Factory and ClinePass both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareDDatabricksLate-stageGuild agent control plane and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareSSnowflakePublicGuild Software Factory and Snowflake CoCo both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ships AI agent, API service and 1 more rather than the same layer.2 of 4 capabilitiesDifferent layerCompareZIZed IndustriesEarly-stageGuild Software Factory and Zed both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareSSonarLate-stageGuild Software Factory and SonarQube both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareGGreptileUndisclosedGuild Software Factory and TREX both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareBBridgeMindUndisclosedGuild Software Factory and BridgeMind both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareLLiteLLMEarly-stageGuild agent control plane 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 4 capabilitiesDifferent layerCompareCCodeRabbitLate-stageGuild Software Factory and CodeRabbit Agent for Slack both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareZZapierLate-stageGuild Software Factory and Zapier SDK both serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareSSplunkAcquiredGuild agent control plane and Agent and Model Evaluation both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; Splunk is acquired, with no independent scale.3 of 4 capabilitiesShared product typeCompareGGitLabPublicGuild Software Factory and GitLab Duo Agent Platform both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareVVercelLate-stageGuild Software Factory and Vercel Sandbox both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareRRequestyEarly-stageGuild agent control plane and Requesty AI Gateway both list guardrails and safety; scale not recorded for either; ships API service rather than the same layer.2 of 4 capabilitiesDifferent layerCompareTTuringLate-stageGuild agent control plane and Turing Intelligence Platform both list guardrails and safety; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareSSAPPublicGuild agent control plane and SAP AI Agent Hub both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.4 of 4 capabilitiesShared product typeComparePAPoolside AILate-stageGuild Software Factory and poolside both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareMMastraEarly-stageGuild Software Factory and Mastra Code both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either.3 of 4 capabilitiesShared product typeCompareBByteDanceUndisclosedGuild Software Factory and TraeCode both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ByteDance's scale not comparable: only a revenue estimate, no market cap or valuation.3 of 4 capabilitiesShared product typeCompareMMem0Early-stageGuild agent control plane 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.1 of 4 capabilitiesShared product typeCompareGGitarAcquiredGuild Software Factory and Gitar both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; Gitar is acquired, with no independent scale; ships AI agent rather than the same layer.1 of 4 capabilitiesDifferent layerCompareKCKilo CodeAcquiredGuild Software Factory and Kilo Cloud Agents both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; Kilo Code is acquired, with no independent scale.1 of 4 capabilitiesShared product typeCompareITInvisible TechnologiesLate-stageGuild agent control plane and Synapse 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 4 capabilitiesShared product typeCompareIIBMPublicGuild Software Factory and IBM watsonx Code Assistant for Z both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.4 of 4 capabilitiesShared product typeCompareRReflectionLate-stageGuild Software Factory and Asimov both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.1 of 4 capabilitiesShared product typeCompareACAugment CodeLate-stageGuild Software Factory and Context Engine both serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.1 of 4 capabilitiesShared product typeCompareJJFrogPublicGuild Software Factory and JFrog Boost both serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareAAnthropicLate-stageGuild Software Factory and Claude Agent SDK both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareOOktaPublicGuild agent control plane 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 4 capabilitiesDifferent layerCompareBABlackbox AIUndisclosedGuild Software Factory and Blackbox Agents API both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either; ships AI agent, API service and 1 more rather than the same layer.1 of 4 capabilitiesDifferent layerCompareAAArize AIUndisclosedGuild agent control plane and Arize AX both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareAAnacondaLate-stageGuild Software Factory and Anaconda Assistant both serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareRAResemble AIEarly-stageGuild agent control plane 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 4 capabilitiesDifferent layerCompareSServiceNowPublicGuild Software Factory and Build Agent both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.4 of 4 capabilitiesShared product typeCompareSStackBlitzUndisclosedGuild Software Factory and WebContainer API both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either; ships infrastructure service and platform rather than the same layer.1 of 4 capabilitiesDifferent layerCompareKKuaishouPublicGuild Software Factory and CodeFlicker both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.1 of 4 capabilitiesShared product typeCompareSSalesforcePublicGuild agent control plane and MuleSoft Agent Fabric both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareZZ.ai (Zhipu AI)PublicGuild Software Factory and GLM Coding Plan both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareTTolokaUndisclosedGuild agent control plane 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 4 capabilitiesDifferent layerCompareMMiniMaxPublicGuild Software Factory and MiniMax Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ships AI agent, application and 1 more rather than the same layer.2 of 4 capabilitiesDifferent layerCompareW&Weights & BiasesAcquiredGuild Software Factory and W&B Skills both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; Weights & Biases is acquired, with no independent scale.2 of 4 capabilitiesShared product typeCompareDDeepchecksAbsorbedGuild agent control plane and Deepchecks LLM Evaluation both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; Deepchecks is absorbed, with no independent scale.1 of 4 capabilitiesShared product typeCompareWWorkdayPublicGuild agent control plane and Agent System of Record both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareOOpenAILate-stageGuild agent control plane and OpenAI Frontier both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareAAmazonPublicGuild Software Factory and Kiro both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareGGalileoAcquiredGuild agent control plane and Galileo both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; Galileo is acquired, with no independent scale; ships API service and platform rather than the same layer.1 of 4 capabilitiesDifferent layerCompareBBaiduPublicGuild Software Factory and Baidu Comate both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareLLangChainLate-stageGuild agent control plane and LangSmith both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareAFAmp Frontier CorporationUndisclosedGuild Software Factory and Amp both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either; ships AI agent rather than the same layer.2 of 4 capabilitiesDifferent layerCompareDDataikuLate-stageGuild agent control plane and Dataiku Agent Hub both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareTTencentPublicGuild Software Factory and CodeBuddy both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareHHarnessLate-stageGuild Software Factory and AI Code Review both serve buyers who need to code with an AI assistant; scale not recorded for either.4 of 4 capabilitiesShared product typeCompareYYandexPublicGuild Software Factory and SourceCraft Code Assistant both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareAAlphabet (Google)PublicGuild Software Factory and Google Antigravity both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareSSamaUndisclosedGuild agent control plane 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 4 capabilitiesDifferent layerCompareMPMeta PlatformsPublicGuild Software Factory and Muse Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareAAssemblyAILate-stageGuild agent control plane 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 4 capabilitiesDifferent layerCompareFFreshworksPublicGuild Software Factory and Freddy AI Copilot for Developers both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareSShopifyPublicGuild Software Factory and Shopify AI Toolkit both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.1 of 4 capabilitiesShared product typeCompareEAEnkrypt AIAcquiredGuild agent control plane and Enkrypt AI both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; Enkrypt AI is acquired, with no independent scale; ships API service rather than the same layer.1 of 4 capabilitiesDifferent layerCompareMMicrosoftPublicGuild Software Factory and GitHub Copilot both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.4 of 4 capabilitiesShared product typeCompareHHoneyHiveEarly-stageGuild agent control plane and HoneyHive both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareLLunaryUndisclosedGuild agent control plane and Lunary both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareRRoomoteUndisclosedGuild Software Factory and Roomote both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either; ships AI agent rather than the same layer.1 of 4 capabilitiesDifferent layerCompareCClickHouseLate-stageGuild agent control plane and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareMAMistral AILate-stageGuild Software Factory and Mistral Vibe Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.1 of 4 capabilitiesDifferent layerCompareLLangfuseAcquiredGuild agent control plane and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; Langfuse is acquired, with no independent scale; ships application and platform rather than the same layer.1 of 4 capabilitiesDifferent layerCompareMAMoonshot AILate-stageGuild Software Factory and Kimi Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ships AI agent, application and 1 more rather than the same layer.2 of 4 capabilitiesDifferent layerCompareLLangWatchUndisclosedGuild agent control plane and LangWatch LLM observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 4 capabilitiesShared product typeCompareNNVIDIAPublicGuild agent control plane and NVIDIA NemoClaw both list guardrails and safety; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareDDeepSeekLate-stageGuild Software Factory and DeepSeek Harness both list agentic coding; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareAAccenturePublicGuild Software Factory and GenWizard both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareLLaminarEarly-stageGuild agent control plane and Laminar Signals both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareAAlibabaPublicGuild Software Factory and Qwen Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ships AI agent, API service and 4 more rather than the same layer.3 of 4 capabilitiesDifferent layerComparePPromptLayerEarly-stageGuild agent control plane and PromptLayer Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 4 capabilitiesShared product typeCompareHHeliconeAcquiredGuild agent control plane and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; Helicone is acquired, with no independent scale; ships API service and platform rather than the same layer.1 of 4 capabilitiesDifferent layerCompareBBraintrustLate-stageGuild agent control plane and Braintrust both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; ships AI agent, application and 1 more rather than the same layer.1 of 4 capabilitiesDifferent layerCompareXxAIAcquiredGuild Software Factory and Grok Build both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; xAI is acquired, with no independent scale; ships AI agent, API service and 2 more rather than the same layer.2 of 4 capabilitiesDifferent layerCompareAAtlassianPublicGuild Software Factory and Rovo Dev both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareRReplitLate-stageGuild Software Factory and Replit both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ships AI agent, application and 1 more rather than the same layer.1 of 4 capabilitiesDifferent layerCompareOOpenCodeUndisclosedGuild Software Factory and OpenCode both list agentic coding; both also serve buyers who need to code with an AI assistant; scale not recorded for either; ships AI agent and API service rather than the same layer.1 of 4 capabilitiesDifferent layerCompareEElasticPublicGuild agent control plane and Elastic LLM Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareSStepFunLate-stageGuild Software Factory and Step Plan both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareLLovableLate-stageGuild Software Factory and Lovable both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ships platform rather than the same layer.1 of 4 capabilitiesDifferent layerCompareUUiPathPublicGuild Software Factory and UiPath Test Cloud both list agentic coding; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareGGensparkLate-stageGuild Software Factory and GenTerminal both serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded.1 of 4 capabilitiesShared product typeComparePAPalo Alto NetworksPublicGuild agent control plane and Prisma AIRS AI Red Teaming both list guardrails and safety; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareCCyeraLate-stageGuild agent control plane and Cyera Identity both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; ships application and platform rather than the same layer.1 of 4 capabilitiesDifferent layerCompareWWriterLate-stageGuild agent control plane and WRITER AI Studio both list guardrails and safety; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeComparePParloaLate-stageGuild agent control plane and Parloa Lens both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded.3 of 4 capabilitiesShared product typeCompareEEmergentLate-stageGuild Software Factory and Emergent both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; ships AI agent and platform rather than the same layer.1 of 4 capabilitiesDifferent layerCompareDDynatracePublicGuild agent control plane and Dynatrace AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships application and platform rather than the same layer.1 of 4 capabilitiesDifferent layerCompareNRNew RelicUndisclosedGuild agent control plane 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; ships AI agent, application and 2 more rather than the same layer.1 of 4 capabilitiesDifferent layerCompareOOraclePublicGuild agent control plane and OCI Enterprise AI both list guardrails and safety; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareVVectaraEarly-stageGuild agent control plane and Vectara Guardian Agents 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 4 capabilitiesShared product typeCompareLSLM StudioUndisclosedGuild Software Factory and LM Studio Bionic both list agentic coding; scale not recorded for either; ships AI agent, application and 1 more rather than the same layer.2 of 4 capabilitiesDifferent layerCompareBBase44AcquiredGuild Software Factory and Base Code both list agentic coding; both also serve buyers who need to code with an AI assistant; Guild.ai's scale not recorded; Base44 is acquired, with no independent scale.1 of 4 capabilitiesShared product typeCompareZZscalerPublicGuild agent control plane and Zscaler AI Red Teaming both list guardrails and safety; Guild.ai's scale not recorded.2 of 4 capabilitiesShared product typeCompareGGlean (Glean Technologies)Late-stageGuild agent control plane and Glean AI Gateway both list guardrails and safety; Guild.ai's scale not recorded; ships application and platform rather than the same layer.2 of 4 capabilitiesDifferent layerCompareCCoreWeavePublicGuild agent control plane and CoreWeave ARIA both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Guild.ai's scale not recorded; ships AI agent, infrastructure service and 1 more rather than the same layer.1 of 4 capabilitiesDifferent layerCompareQQodoLate-stageGuild Software Factory and Qodo Agentic Toolbox both serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 4 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 · 18 Oct 2026

Press reports about $44 million across a seed and a Series A (March 2026, led by GV) and a $300 million valuation told to Axios Pro, but the Axios page is paywalled and the sources disagree on the seed/Series A split ($14M/$30M versus $8.8M/$35.2M); no company or filing source was read, so no figure is recorded.

Valuation

Not found · 18 Oct 2026

Pages read for this record state no valuation. A $300 million figure is reported only through a paywalled Axios Pro snippet and the CEO's own statement.

Founded

Not found · 18 Oct 2026

Pages read for this record state no founding year. Tried /about, /contact, /terms, /privacy.

Public listing

Not found · 18 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 18 Oct 2026

Platform page: "a vendor-neutral control plane to deploy and run any agent in minutes"; product pages for MCP Gateway, AI Observability, AI Governance, Software Factory.

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