Decawork

Control layer for AI agents: company-specific models, trained on the customer's policies, approve or block each agent action in real time based on the task and the agent's past actions, with a gateway that issues task-scoped access and revokes it when the task ends.

StageUndisclosed

Founded2026

HeadquartersSan Francisco, USA

StatusPrivate

Founded — ycombinator.com · 19 Oct 2026

decawork.ai

Product

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

Decawork Platform

Approval and access layer for AI agents: agents are registered with an identity and owner, their API and MCP traffic is routed through a gateway, and a model trained on the company's plain-English policies allows, blocks or holds each proposed action for human review, then revokes access when the task is done; booked through a demo.

Similar products 61

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 61Capability overlap 47Shared product type 44Same company status 37

Arthur AIEarly-stageDecawork and Arthur both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare G

Guild.aiUndisclosedDecawork 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 2 capabilitiesDifferent layerCompare FA

Fiddler AILate-stageDecawork 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 2 capabilitiesShared product typeCompare MA

Maxim AIUndisclosedDecawork and Bifrost Edge 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 2 capabilitiesShared product typeCompare L

LatentUndisclosedDecawork 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.1 of 2 capabilitiesDifferent layerCompare S

StacktraceUndisclosedDecawork 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 developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompare D

DatadogPublicDecawork and Datadog AI Guard both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare AA

Automation AnywhereUndisclosedDecawork and EnterpriseClaw both list guardrails and safety; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare T

TrueFoundryEarly-stageDecawork and TrueFoundry MCP Gateway both list guardrails and safety; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare O

OktaPublicDecawork and Okta for AI Agents both list guardrails and safety; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare S

SAPPublicDecawork 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; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare D

DatabricksLate-stageDecawork and Unity Gateway both list guardrails and safety; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare IT

Invisible TechnologiesLate-stageDecawork 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.2 of 2 capabilitiesShared product typeCompare T

TuringLate-stageDecawork and Turing Intelligence Platform both list guardrails and safety; Decawork's scale not recorded; ships agent platform and data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompare L

LiteLLMEarly-stageDecawork 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.1 of 2 capabilitiesDifferent layerCompare RA

Resemble AIEarly-stageDecawork and Resemble Signal both list guardrails and safety; scale not recorded for either; ships API service and application rather than the same layer.1 of 2 capabilitiesDifferent layerCompare S

SalesforcePublicDecawork 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; Decawork's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare J

JFrogPublicDecawork and JFrog Agent Guard 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 2 capabilitiesShared product typeCompare G

GalileoAcquiredDecawork and Galileo both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded; Galileo is acquired, with no independent scale.Shared product typeCompare R

RequestyEarly-stageDecawork and Requesty AI Gateway both list guardrails and safety; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompare I

IBMPublicDecawork and IBM watsonx.governance both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare M

Mem0Early-stageDecawork 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 2 capabilitiesDifferent layerCompare D

DataikuLate-stageDecawork 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; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare AA

Arize AIUndisclosedDecawork 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 2 capabilitiesShared product typeCompare B

BraintrustLate-stageDecawork and Braintrust both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded.Shared product typeCompare S

ServiceNowPublicDecawork 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; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare N

NVIDIAPublicDecawork 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; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare M

MicrosoftPublicDecawork 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; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare D

DeepchecksAbsorbedDecawork and Deepchecks LLM Evaluation both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded; Deepchecks is absorbed, with no independent scale.Shared product typeCompare PA

Palo Alto NetworksPublicDecawork and Prisma AIRS AI Gateway both list guardrails and safety; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare S

SplunkAcquiredDecawork 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; Decawork's scale not recorded; Splunk is acquired, with no independent scale.2 of 2 capabilitiesShared product typeCompare TC

The Context CompanyUndisclosedDecawork and The Context Company both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.Shared product typeCompare L

LangfuseAcquiredDecawork and Langfuse both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded; Langfuse is acquired, with no independent scale.Shared product typeCompare EA

Enkrypt AIAcquiredDecawork and Enkrypt AI both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded; Enkrypt AI is acquired, with no independent scale; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompare A

AssemblyAILate-stageDecawork 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 2 capabilitiesDifferent layerCompare H

HeliconeAcquiredDecawork and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded; Helicone is acquired, with no independent scale.Shared product typeCompare W

WorkdayPublicDecawork and Agent Passport both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare F

FabraixUndisclosedDecawork and Nyx both list guardrails and safety; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare C

CyeraLate-stageDecawork and Cyera Identity both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded.1 of 2 capabilitiesShared product typeCompare CM

Comet MLEarly-stageDecawork and Opik both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.Shared product typeCompare AA

Agnost AIUndisclosedDecawork and Agnost AI both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.Shared product typeCompare W

WriterLate-stageDecawork and WRITER AI Studio both list guardrails and safety; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare G

Glean (Glean Technologies)Late-stageDecawork and Glean AI Gateway both list guardrails and safety; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare C

CrowdStrikePublicDecawork and Falcon Guardian both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare W&

Weights & BiasesAcquiredDecawork and W&B Weave both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded; Weights & Biases is acquired, with no independent scale.Shared product typeCompare E

ElasticPublicDecawork and Elastic Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Decawork's scale not recorded.1 of 2 capabilitiesShared product typeCompare C

CrewAIEarly-stageDecawork 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 2 capabilitiesDifferent layerCompare L

LangChainLate-stageDecawork and LangSmith both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare C

ClickHouseLate-stageDecawork and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 2 capabilitiesShared product typeCompare B

BroadcomPublicDecawork and AgentMinder both list guardrails and safety; Decawork's scale not recorded.1 of 2 capabilitiesShared product typeCompare D

DynatracePublicDecawork and Dynatrace AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.Shared product typeCompare NR

New RelicUndisclosedDecawork 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.Shared product typeCompare P

PromptLayerEarly-stageDecawork 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.Different layerCompare HA

Hume AIUndisclosedDecawork and Kairos Platform both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.Shared product typeCompare J

JasperUndisclosedDecawork and Jasper Brand IQ both list guardrails and safety; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare L

LogosGuardUndisclosedDecawork and LogosGuard AI Privacy Shield both list guardrails and safety; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompare O

OraclePublicDecawork and OCI Enterprise AI both list guardrails and safety; Decawork's scale not recorded.2 of 2 capabilitiesShared product typeCompare AH

All Hands AIEarly-stageDecawork 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; ships AI agent, agent platform and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare Z

ZscalerPublicDecawork and Zscaler AI Red Teaming both list guardrails and safety; Decawork's scale not recorded.1 of 2 capabilitiesShared product typeCompare L

LaminarEarly-stageDecawork and Laminar Agent 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.Different layerCompare VE

Volcano EngineUndisclosedDecawork and LLM Application Firewall (大模型应用防火墙) both list guardrails and safety; scale not recorded for either.2 of 2 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.