IT

Invisible Technologies

Application

AI automation platform combining AI with human workers for enterprise operations.

Total funding$144M

Valuation—

Employees—

Founded2015

HeadquartersSan Francisco, USA

StatusPrivate

Products

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

• Invisible AI Training Data service

  Recruits and manages experts who produce training data, evaluations and reinforcement-learning environments for AI labs.

• Axon Agent platform

  Deploys agents that carry out multi-step work with tool use and an audit trail.

• Synapse Platform

  Evaluates AI systems for quality, safety and accuracy against criteria a customer defines.

• Neuron Data service

  Data platform that pulls messy, scattered data from across a company's systems into one governed place, automatically cleaning and organizing it into an AI-ready foundation.

• Meridial Data service

  Network of 24,000+ vetted domain experts, continuously screened and organized by skill, language and domain expertise, for AI data labeling, testing and edge-case handling.

• Atomic Agent platform

  Documents and automates manual business workflows: maps how work actually gets done, then runs every step automatically, routing to the right AI system or person and enforcing quality checks.

Similar products 76

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 ↗

SASnorkel AIPrivate · $1.3BMeridial and Snorkel Custom Data Development do comparable work on data labelling; same layer and the same scale band (growth-stage private).2 of 6 capabilitiesShared product typeSame scale bandCompareMMercorPrivate · $20BMeridial and Off-the-shelf Data do comparable work on data labelling; similar scale (private).2 of 6 capabilitiesShared product typeCompareSASurge AIPrivate · $0 raisedInvisible AI Training and Surge AI data platform do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Surge AI's scale not recorded.1 of 6 capabilitiesShared product typeCompareHHandshakePrivateInvisible AI Training and Handshake AI do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Handshake's scale not recorded.2 of 6 capabilitiesShared product typeCompareMMicro1PrivateInvisible AI Training and micro1 Data Engine do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Micro1's scale not recorded.2 of 6 capabilitiesShared product typeCompareEEncordPrivateInvisible AI Training and Encord Data Collection do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Encord's scale not recorded.5 of 6 capabilitiesShared product typeCompareIIBMPublic · $216.6BSynapse and IBM watsonx.governance do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (public).5 of 6 capabilitiesShared product typeCompareSSAPPublic · $256.3BSynapse and SAP AI Agent Hub do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (public).5 of 6 capabilitiesShared product typeComparePProlificPrivateInvisible AI Training and Prolific do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Prolific's scale not recorded.2 of 6 capabilitiesShared product typeCompareHHumanSignalPrivateInvisible AI Training and Label Studio Enterprise do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; HumanSignal's scale not recorded.1 of 6 capabilitiesShared product typeCompareSServiceNowPublic · $130.1BSynapse and AI Control Tower do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (public).5 of 6 capabilitiesShared product typeCompareAAppenPublicInvisible AI Training and Off-the-Shelf Datasets do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Appen's scale not recorded.1 of 6 capabilitiesShared product typeCompareLLabelboxPrivate · $189M raisedInvisible AI Training and Terra do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; same layer and the same scale band (growth-stage private).5 of 6 capabilitiesShared product typeSame scale bandCompareDDataikuPrivate · $3.7BOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; similar scale (private).5 of 6 capabilitiesShared product typeCompareTTuringPrivate · $2.2BInvisible AI Training and Off-the-shelf datasets do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; similar scale (private).5 of 6 capabilitiesShared product typeCompareHAHume AIPrivateInvisible AI Training and Data Solutions do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Hume AI's scale not recorded.3 of 6 capabilitiesShared product typeCompareTTolokaPrivateInvisible AI Training and Off-the-shelf Datasets do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; Toloka's scale not recorded.6 of 6 capabilitiesShared product typeCompareSSamaPrivateMeridial and Sama Curate do comparable work on data labelling; Sama's scale not recorded.5 of 6 capabilitiesShared product typeCompareWWriterPrivate · $1.9BOverlaps on agent orchestration, guardrails and safety and workflow automation; similar scale (private).3 of 6 capabilitiesShared product typeCompareMMicrosoftPublic · $3.7TOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; similar scale (public).5 of 6 capabilitiesShared product typeCompareSAScale AIPrivate · $29BInvisible AI Training and Scale Data Engine do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; similar scale (private).3 of 6 capabilitiesShared product typeCompareFAFiddler AIPrivate · $100M raisedSynapse and Fiddler AI Governance, Risk Management, and Compliance do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; same layer and the same scale band (growth-stage private).3 of 6 capabilitiesShared product typeSame scale bandCompareDDatadogPublic · $84.9BOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; similar scale (public).5 of 6 capabilitiesShared product typeCompareCCyeraPrivate · $12BSynapse and Cyera Agent Guardian do comparable work on guardrails and safety; similar scale (private).2 of 6 capabilitiesShared product typeComparePAPalo Alto NetworksPublic · $302.9BSynapse and Prisma AIRS AI Gateway do comparable work on guardrails and safety; similar scale (public).5 of 6 capabilitiesShared product typeCompareSSentinelOnePublic · $7.5BOverlaps on data analysis and guardrails and safety; similar scale (public).2 of 6 capabilitiesShared product typeCompareZZscalerPublic · $30.5BSynapse and Zscaler AI Red Teaming do comparable work on guardrails and safety; similar scale (public).2 of 6 capabilitiesShared product typeCompareHHiddenLayerPrivate · $50M raisedSynapse and HiddenLayer AI Discovery do comparable work on guardrails and safety; similar scale (private).2 of 6 capabilitiesShared product typeCompareBByteDancePrivateOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; ByteDance's scale not recorded.4 of 6 capabilitiesShared product typeCompareRARelevance AIPrivateOverlaps on agent orchestration and workflow automation; Relevance AI's scale not recorded.2 of 6 capabilitiesShared product typeCompareTTricentisPrivateOverlaps on agent orchestration and workflow automation; Tricentis's scale not recorded.2 of 6 capabilitiesShared product typeCompareAAArthur AIPrivate · $62.7M raisedSynapse and Arthur both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).3 of 6 capabilitiesShared product typeCompareAAutoGPTPrivateOverlaps on agent orchestration and workflow automation; AutoGPT's scale not recorded.2 of 6 capabilitiesShared product typeCompareUUiPathPublic · $7.2BOverlaps on agent orchestration, data analysis and workflow automation; similar scale (public).3 of 6 capabilitiesShared product typeCompareAAAutomation AnywherePrivateOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; Automation Anywhere's scale not recorded.5 of 6 capabilitiesShared product typeCompareDDatabricksPrivate · $190BSynapse and Agent Bricks both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).5 of 6 capabilitiesShared product typeCompareJJasperPrivateSynapse and Jasper Brand IQ do comparable work on guardrails and safety; Jasper's scale not recorded.2 of 6 capabilitiesShared product typeCompareAAsanaPublic · $2.1BOverlaps on agent orchestration and workflow automation; similar scale (public).2 of 6 capabilitiesShared product typeCompareCCognigyAcquiredSynapse and Cognigy AI Ops Center both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Cognigy is acquired, with no independent scale.4 of 6 capabilitiesShared product typeComparePPegasystemsPublic · $6.1BOverlaps on agent orchestration, data analysis and workflow automation; similar scale (public).3 of 6 capabilitiesShared product typeCompareZZapierPrivate · $5BOverlaps on agent orchestration, guardrails and safety and workflow automation; similar scale (private).3 of 6 capabilitiesShared product typeCompareIInception42PrivateOverlaps on agent orchestration, data analysis and workflow automation; Inception42's scale not recorded.3 of 6 capabilitiesShared product typeCompareAAccenturePublic · $111BOverlaps on agent orchestration, data analysis and workflow automation; similar scale (public).3 of 6 capabilitiesShared product typeCompareDDXPrivateOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; DX's scale not recorded; ships API service, application and 1 more rather than the same layer.4 of 6 capabilitiesDifferent layerCompareCCodeRabbitPrivate · $1.5BSynapse and CodeRabbit Security do comparable work on guardrails and safety; similar scale (private); ships AI agent and developer tool rather than the same layer.2 of 6 capabilitiesDifferent layerCompareSSiemensPublic · $244.7BSynapse and Industrial AI Suite both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (public).4 of 6 capabilitiesShared product typeCompareSSalesforcePublic · $196.1BOverlaps on agent orchestration, data analysis and workflow automation; similar scale (public).3 of 6 capabilitiesShared product typeCompareLLaunchpadPrivateOverlaps on agent orchestration and workflow automation; Launchpad's scale not recorded.2 of 6 capabilitiesShared product typeCompareWWrikePrivateOverlaps on agent orchestration and workflow automation; Wrike's scale not recorded; ships application rather than the same layer.2 of 6 capabilitiesDifferent layerCompareBBoxPublic · $4.8BOverlaps on agent orchestration and workflow automation; similar scale (public).2 of 6 capabilitiesShared product typeCompareKKakaoPublic · $16BOverlaps on agent orchestration and workflow automation; similar scale (public).2 of 6 capabilitiesShared product typeComparePPalantirPublic · $426.5BOverlaps on agent orchestration, data analysis and workflow automation; similar scale (public).3 of 6 capabilitiesShared product typeCompareNNVIDIAPublic · $5.1TSynapse and NVIDIA NeMo do comparable work on guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (public).5 of 6 capabilitiesShared product typeCompareWWaivPrivate · $35M raisedOverlaps on data analysis and workflow automation; similar scale (private).2 of 6 capabilitiesShared product typeCompareNNiCEPublic · $6.5BOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; similar scale (public).4 of 6 capabilitiesShared product typeCompareHHubSpotPublic · $13BOverlaps on agent orchestration, data analysis and workflow automation; similar scale (public).3 of 6 capabilitiesShared product typeCompareFForethoughtPrivate · $115M raisedSynapse and Forethought QA Agent both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; same layer and the same scale band (growth-stage private).3 of 6 capabilitiesShared product typeSame scale bandCompareMmonday.comPublic · $3.9BOverlaps on agent orchestration and workflow automation; similar scale (public).2 of 6 capabilitiesShared product typeCompareVSVerint SystemsAcquiredOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; Verint Systems is acquired, with no independent scale.4 of 6 capabilitiesShared product typeCompareHCH CompanyPrivate · $220M raisedOverlaps on agent orchestration and workflow automation; same layer and the same scale band (growth-stage private).2 of 6 capabilitiesShared product typeSame scale bandCompareAAmazonPublic · $2.8TOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; similar scale (public).4 of 6 capabilitiesShared product typeComparePPresightPublic · $5.6BOverlaps on agent orchestration, data analysis and workflow automation; similar scale (public).3 of 6 capabilitiesShared product typeCompareNNotionPrivate · $11BOverlaps on agent orchestration and workflow automation; similar scale (private); ships AI agent and application rather than the same layer.2 of 6 capabilitiesDifferent layerCompareAAArize AIPrivateSynapse and Arize AX both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Arize AI's scale not recorded.3 of 6 capabilitiesShared product typeCompareCClickHousePrivate · $1.1B raisedSynapse and ClickStack both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; similar scale (private).3 of 6 capabilitiesShared product typeCompareDDocusignPublic · $12.7BOverlaps on agent orchestration, data analysis and workflow automation; similar scale (public).3 of 6 capabilitiesShared product typeCompareLLangChainPrivate · $160M raisedSynapse and LangSmith both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; same layer and the same scale band (growth-stage private).2 of 6 capabilitiesShared product typeSame scale bandCompareAAlphaSensePrivate · $7.5BOverlaps on data analysis; similar scale (private).1 of 6 capabilitiesShared product typeCompareAAlibabaPublic · $273.4BInvisible AI Training and Alibaba Cloud Platform for AI (PAI) do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; similar scale (public).2 of 6 capabilitiesShared product typeCompare44ParadigmPublic · $2BInvisible AI Training and 4Paradigm Sage HyperCycle both serve buyers who need to train or fine-tune a model; similar scale (public).1 of 6 capabilitiesShared product typeCompareFFinAcquired ($3.6B deal)Synapse and Fin Analyze both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Fin is acquired, with no independent scale; ships AI agent, API service and 2 more rather than the same layer.3 of 6 capabilitiesDifferent layerCompareGGenesysPrivateOverlaps on agent orchestration, data analysis and workflow automation; Genesys's scale not recorded.3 of 6 capabilitiesShared product typeCompareBBroadcomPublic · $1.7TSynapse and AgentMinder do comparable work on guardrails and safety; similar scale (public).1 of 6 capabilitiesShared product typeCompareIIntelPublic · $463.7BInvisible AI Training and Intel Geti do comparable work on data labelling; both also serve buyers who need to train or fine-tune a model; similar scale (public).1 of 6 capabilitiesShared product typeCompareSESchneider ElectricPublic · $200.4BOverlaps on data analysis and workflow automation; similar scale (public).2 of 6 capabilitiesShared product typeCompareTATempus AIPublic · $12.4BOverlaps on agent orchestration and data analysis; similar scale (public).2 of 6 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

Company disclosure · 16 Sep 2025

Company blog/press release on a $100M growth round: "raises total capital to $144 million." Corrects the previously recorded $92M.

Employees

Checked — none published

Checked 2026-08-27 and no citable figure found. Four sweeps were run and all came back empty for this company: (1) its own /about, /about-us, /company, /careers, /jobs and /team pages, pattern-matched for a self-published headcount; (2) stockanalysis.com's private-company page, which footnotes each figure to its source; (3) its Forbes company profile, which states a headcount and the month it is as of; (4) a targeted web search. Everything the search returned was a LinkedIn-scraping aggregator, and those disagree with each other by wide margins and cite nothing, so they are not used here. The field is null rather than carrying the round guess it held before.

Founded

Wikipedia · 27 Aug 2026

Wikipedia infobox "founded" field, read 2026-08-27.

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