TrueFoundry

TrueFoundry sells AI gateways (LLM, MCP and agent), model deployment infrastructure and TrueForge, an open-source agent harness, to developers and enterprises.

StageEarly-stage

Founded2021

HeadquartersSan Francisco, USA

StatusPrivate

Stage, from total funding, Founded — truefoundry.com · 14 Oct 2026

truefoundry.com

Products

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

TrueFoundry AI Gateway API service Sold on its own

Provides unified access to AI models with request routing, usage monitoring, access controls, and safety guardrails.
AI Deployment Platform Platform Sold on its own

TrueFoundry's AI Deployment Platform enables teams to build, track, and deploy models on Kubernetes.
TrueForge Agent platform Sold on its own Freely available

Open-source, vendor-neutral agent harness: one runtime with context engineering, sandboxed tool execution, sub-agents, human approvals, generative UI streaming and tracing, bring-your-own model, plugged into TrueFoundry's AI Gateway; the managed version is sold as Agent Harness.

Inside TrueFoundry AI Gateway

TrueFoundry MCP Gateway Infrastructure service Included with the parent

Connects, secures, and manages MCP servers through a unified gateway.
TrueFoundry Agent Gateway Infrastructure service Paid add-on to the parent

Runs and governs AI agents through a centralized gateway.

Similar products 93

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 ↗

All 93Shared product type 89Similar financial scale 5Same company status 64

RequestyEarly-stageTrueFoundry AI Gateway and Requesty AI Gateway both list guardrails and safety; both also serve buyers who need to build on a hosted model API; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare MA

Maxim AIUndisclosedTrueFoundry MCP Gateway and Bifrost both list guardrails and safety; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare FA

Fiddler AILate-stageTrueFoundry Agent Gateway and Fiddler AI both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare AA

Arthur AIEarly-stageTrueFoundry Agent Gateway and Arthur Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare L

LiteLLMEarly-stageTrueFoundry MCP Gateway and AI Gateway (LiteLLM Proxy) both list guardrails and safety; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare HF

Hugging FaceLate-stageAI Deployment Platform and Hugging Face Hub both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare G

Guild.aiUndisclosedTrueFoundry MCP Gateway and Guild agent control plane both list guardrails and safety; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare HC

Huawei CloudUndisclosedAI Deployment Platform and ModelArts both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare B

BasetenLate-stageAI Deployment Platform and Baseten Frontier Gateway both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare E

ElasticPublicTrueFoundry Agent Gateway and Elastic Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded.4 of 5 capabilitiesShared product typeCompare AA

Automation AnywhereUndisclosedTrueFoundry MCP Gateway and EnterpriseClaw both list guardrails and safety; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare A

AssemblyAILate-stageTrueFoundry AI Gateway and AssemblyAI LLM Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare D

DataikuLate-stageOverlaps on agent orchestration, evaluation and observability, guardrails and safety and 1 more; TrueFoundry's scale not recorded.4 of 5 capabilitiesShared product typeCompare J

JFrogPublicAI Deployment Platform and JFrog AI Catalog both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare S

SplunkAcquiredTrueFoundry Agent Gateway and Splunk Agent Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded; Splunk is acquired, with no independent scale.3 of 5 capabilitiesShared product typeCompare V

VMwareAcquiredAI Deployment Platform and VMware Cloud Foundation Private AI Services both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded; VMware is acquired, with no independent scale.3 of 5 capabilitiesShared product typeCompare RA

Resemble AIEarly-stageTrueFoundry AI Gateway and Resemble Watermarker both list guardrails and safety; same layer and the same scale band (early-stage private).1 of 5 capabilitiesShared product typeSame scale bandCompare FA

Fireworks AILate-stageAI Deployment Platform and Fireworks Inference both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare O

OktaPublicTrueFoundry MCP Gateway and Okta for AI Agents both list guardrails and safety; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare R

RespanEarly-stageTrueFoundry AI Gateway and Respan AI Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare R

ReplicateUndisclosedAI Deployment Platform and Replicate both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare AA

Arize AIUndisclosedTrueFoundry Agent Gateway and Arize Phoenix both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare S

SamaUndisclosedTrueFoundry MCP Gateway and Sama GenAI both list guardrails and safety; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare T

TolokaUndisclosedTrueFoundry MCP Gateway and Toloka Platform both list guardrails and safety; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare D

DeepchecksAbsorbedTrueFoundry Agent Gateway and Deepchecks LLM Evaluation both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded; Deepchecks is absorbed, with no independent scale.1 of 5 capabilitiesShared product typeCompare S

SAPPublicAI Deployment Platform and SAP AI Core both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.5 of 5 capabilitiesShared product typeCompare C

ClickHouseLate-stageTrueFoundry Agent Gateway and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare T

TuringLate-stageTrueFoundry MCP Gateway and Turing Intelligence Platform both list guardrails and safety; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare H

HeliconeAcquiredTrueFoundry Agent Gateway and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded; Helicone is acquired, with no independent scale.2 of 5 capabilitiesShared product typeCompare G

GalileoAcquiredTrueFoundry Agent Gateway and Galileo both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded; Galileo is acquired, with no independent scale.1 of 5 capabilitiesShared product typeCompare W&

Weights & BiasesAcquiredTrueFoundry Agent Gateway and W&B Weave both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded; Weights & Biases is acquired, with no independent scale.3 of 5 capabilitiesShared product typeCompare TA

Together AILate-stageAI Deployment Platform and Together Dedicated Container Inference both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare M

MastraEarly-stageOverlaps on agent orchestration, evaluation and observability and model inference; same layer and the same scale band (early-stage private).3 of 5 capabilitiesShared product typeSame scale bandCompare B

BraintrustLate-stageTrueFoundry Agent Gateway and Patterns both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded.1 of 5 capabilitiesShared product typeCompare O

OllamaEarly-stageAI Deployment Platform and Ollama Cloud both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare KE

Kakao EnterpriseUndisclosedAI Deployment Platform and Kubeflow both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare R

RunPodLate-stageAI Deployment Platform and Runpod Hub both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare N

NVIDIAPublicAI Deployment Platform and NVIDIA Dynamo-Triton (Triton Inference Server) both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.5 of 5 capabilitiesShared product typeCompare L

LangChainLate-stageOverlaps on agent orchestration and evaluation and observability; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare L

LambdaLate-stageAI Deployment Platform and Lambda Inference both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare IT

Invisible TechnologiesLate-stageTrueFoundry MCP Gateway and Synapse both list guardrails and safety; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare L

LaminarEarly-stageTrueFoundry Agent Gateway and Laminar both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare C

CrusoeLate-stageAI Deployment Platform and Crusoe Managed Inference both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare T

TrimioUndisclosedTrueFoundry AI Gateway and Trimio both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare M

ModalLate-stageAI Deployment Platform and Modal Inference both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare B

BrowserbaseEarly-stageOverlaps on agent orchestration, evaluation and observability and model inference; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare W

WorkdayPublicTrueFoundry MCP Gateway and Agent Harness both list guardrails and safety; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare M

ModularAcquiredAI Deployment Platform and Modular Cloud both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded; Modular is acquired, with no independent scale.2 of 5 capabilitiesShared product typeCompare L

LangfuseAcquiredTrueFoundry Agent Gateway and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded; Langfuse is acquired, with no independent scale.1 of 5 capabilitiesShared product typeCompare R

RedisUndisclosedOverlaps on agent orchestration; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare CM

Comet MLEarly-stageOverlaps on evaluation and observability; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare O

OraclePublicOverlaps on agent orchestration, guardrails and safety and model inference; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare M

MicrosoftPublicOverlaps on agent orchestration, evaluation and observability, guardrails and safety and 2 more; TrueFoundry's scale not recorded.5 of 5 capabilitiesShared product typeCompare O

OpenRouterLate-stageTrueFoundry AI Gateway and OpenRouter both serve buyers who need to build on a hosted model API and serve a model in production; TrueFoundry's scale not recorded; ships AI agent, developer tool and 1 more rather than the same layer.3 of 5 capabilitiesDifferent layerCompare NG

Nebius GroupPublicTrueFoundry AI Gateway and Nebius Token Factory both serve buyers who need to build on a hosted model API and serve a model in production; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare L

LangWatchUndisclosedTrueFoundry Agent Gateway 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 5 capabilitiesShared product typeCompare EA

Eden AIEarly-stageTrueFoundry AI Gateway and Eden AI both serve buyers who need to build on a hosted model API; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare H

HoneyHiveEarly-stageTrueFoundry Agent Gateway 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 5 capabilitiesDifferent layerCompare L

LunaryUndisclosedTrueFoundry Agent Gateway 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 5 capabilitiesDifferent layerCompare C

CivitaiEarly-stageAI Deployment Platform and Civitai API both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare I

IBMPublicTrueFoundry MCP Gateway and IBM watsonx.governance both list guardrails and safety; TrueFoundry's scale not recorded.4 of 5 capabilitiesShared product typeCompare P

PromptLayerEarly-stageTrueFoundry Agent Gateway 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 5 capabilitiesDifferent layerCompare D

DynatracePublicTrueFoundry Agent Gateway 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 5 capabilitiesShared product typeCompare NR

New RelicUndisclosedTrueFoundry Agent Gateway 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 5 capabilitiesShared product typeCompare S

ServiceNowPublicOverlaps on agent orchestration, evaluation and observability and guardrails and safety; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare TT

The Token CompanyUndisclosedTrueFoundry AI Gateway and The Token Company LLM input compression both serve buyers who need to build on a hosted model API; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare F

FalUndisclosedAI Deployment Platform and fal Serverless both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare S

SalesforcePublicOverlaps on agent orchestration, guardrails and safety and model inference; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare PA

Palo Alto NetworksPublicTrueFoundry MCP Gateway and Prisma AIRS AI Gateway both list guardrails and safety; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare C

CoreWeavePublicTrueFoundry Agent Gateway and CoreWeave ARIA both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare Z

ZscalerPublicTrueFoundry MCP Gateway and Zscaler AI Red Teaming both list guardrails and safety; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare NC

NAVER CloudUndisclosedAI Deployment Platform and ML expert Platform both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare ND

Not DiamondUndisclosedTrueFoundry AI Gateway and Not Diamond both serve buyers who need to build on a hosted model API; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare M

Mem0Early-stageTrueFoundry AI Gateway and Gateway both list guardrails and safety; same layer and the same scale band (early-stage private).1 of 5 capabilitiesShared product typeSame scale bandCompare U

UniphoreLate-stageOverlaps on agent orchestration and model inference; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare EA

Enkrypt AIAcquiredTrueFoundry AI Gateway and Enkrypt AI both list guardrails and safety; TrueFoundry's scale not recorded; Enkrypt AI is acquired, with no independent scale.1 of 5 capabilitiesShared product typeCompare C

Core42UndisclosedTrueFoundry AI Gateway and Core42 Compass both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 5 capabilitiesShared product typeCompare G

Glean (Glean Technologies)Late-stageOverlaps on agent orchestration, guardrails and safety and model inference; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare P

ParloaLate-stageTrueFoundry MCP Gateway and Parloa Lens both list guardrails and safety; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare V

Vast.aiUndisclosedAI Deployment Platform and Vast.ai Serverless both serve buyers who need to serve a model in production; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare H

HiveLate-stageAI Deployment Platform and Hive AutoML both serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.1 of 5 capabilitiesShared product typeCompare A

AlibabaPublicOverlaps on agent orchestration, guardrails and safety, model hosting and 1 more; TrueFoundry's scale not recorded.4 of 5 capabilitiesShared product typeCompare CC

Cactus ComputeUndisclosedTrueFoundry AI Gateway and Cactus both serve buyers who need to serve a model in production; scale not recorded for either.1 of 5 capabilitiesShared product typeCompare SA

Symbolica AIEarly-stageOverlaps on agent orchestration; same layer and the same scale band (early-stage private).1 of 5 capabilitiesShared product typeSame scale bandCompare F

FortinetPublicTrueFoundry MCP Gateway and FortiAIGate both list guardrails and safety; TrueFoundry's scale not recorded.2 of 5 capabilitiesShared product typeCompare AH

All Hands AIEarly-stageTrueFoundry MCP Gateway and Agent Control Plane both list guardrails and safety; same layer and the same scale band (early-stage private).3 of 5 capabilitiesShared product typeSame scale bandCompare B

BroadcomPublicTrueFoundry MCP Gateway and AgentMinder both list guardrails and safety; TrueFoundry's scale not recorded.1 of 5 capabilitiesShared product typeCompare V

VercelLate-stageOverlaps on agent orchestration, evaluation and observability, model hosting and 1 more; TrueFoundry's scale not recorded.4 of 5 capabilitiesShared product typeCompare C

CyeraLate-stageTrueFoundry Agent Gateway and Cyera Identity both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded.1 of 5 capabilitiesShared product typeCompare S

SASUndisclosedAI Deployment Platform and SAS Model Manager both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.4 of 5 capabilitiesShared product typeCompare AA

Aleph AlphaLate-stageAI Deployment Platform and PhariaOS both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.3 of 5 capabilitiesShared product typeCompare C

CognigyAcquiredTrueFoundry Agent Gateway and Cognigy AI Ops Center both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; TrueFoundry's scale not recorded; Cognigy is acquired, with no independent scale.2 of 5 capabilitiesShared product typeCompare C

CohereLate-stageAI Deployment Platform and Model Vault both list model hosting; both also serve buyers who need to serve a model in production; TrueFoundry's scale not recorded.3 of 5 capabilitiesShared product typeCompare

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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.