Who Sells Data 159 vendors · updated Oct 13, 2026Talk to the founder

Multi-domain: AI training data and RL environment vendors

Vendors with public evidence of multi-domain work. This is a shortlist by domain, not a quality ranking; multi-domain vendors appear here only when this specific domain is supported.

Multi-domain: AI training data and RL environment vendors

82 vendors. 26 state they have a SOC 2 Type I or Type II report and 26 state they can run in a customer's cloud or on-prem. These are sourced statements, not independent verification. Pending and unspecified SOC 2 claims are excluded.

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82 of 82 vendors

— means not publicly listed or not confirmed; it never means zero or “No”. Checked is the date a company’s facts were last checked, and each fact on its profile links to its source.

CompareVendorOfferingsDomainsData sourcesFundingChecked
AfterQueryAfterQuery sells expert-created and synthetic training datasets, reinforcement-learning environments, and custom evaluations to AI labs and enterprises developing foundation models and agents.RL envs, Training data, Evals, Human dataMulti-domain, Coding, Computer use, Browser, Finance, Legal, MedicalExpert-made, Synthetic$30.5M2026-10-13
Andon LabsAndon Labs sells custom evaluations and benchmarks to AI labs and developers, testing AI agents in simulations and real-world deployments across business operations, spatial reasoning, computer use, and robotics.Evals, SimulationMulti-domain, Computer use, Robotics and physicalSynthetic$500K2026-09-29
AnthromindAnthromind supplies AI developers, research teams, and businesses with expert-curated training and preference data, custom LLM evaluations, and fine-tuning support through tailored projects and managed data-curation services.Human data, Training data, EvalsMulti-domain, CodingCustomer data, Expert-made$200K2026-09-29
AppenAppen supplies AI labs and product teams with human-produced training data, annotation, expert feedback, RL environments, and model evaluations for machine-learning and agentic AI systems.RL envs, Human data, Evals, Training data, AnnotationMulti-domain, Medical, Legal, Science, Finance, Coding, Browser, Security, Enterprise workflowsExpert-made, Licensed data—2026-10-08
ArchalArchal sells resettable API sandboxes that mimic third-party software services, giving AI developers and software teams repeatable environments to test, evaluate, and train agents without using live accounts.RL envs, Evals, RL infraMulti-domainApp replicas, Synthetic$500K2026-09-29
ArenaArena sells AI-model evaluations to labs, enterprises, and developers, using real-world human preferences to assess model performance and provide analytics, feedback samples, and SLA-backed results.Human data, EvalsCoding, Legal, Medical, Science, Multi-domain—$450M2026-10-13
Arga LabsArga provides AI developers and engineering teams with stateful replicas of business software, letting them train and test agents on realistic workflows and validate changes without modifying live production systems.RL envs, Evals, SimulationMulti-domain, Enterprise workflowsSynthetic$10.5M2026-09-29
ARIMLABSBuilds production-style simulated workspaces and verifiable benchmarks for AI agents, helping AI developers train and test long-horizon tasks in cybersecurity, incident response, software engineering, and tool use.RL envs, Evals, SimulationMulti-domain, Security, CodingExpert-made—2026-10-13
BenchFlowBuilds simulated, workflow-based environments and benchmarks, plus a runtime and managed post-training service, for AI labs and developers training and evaluating agents.RL envs, Evals, RL infraMulti-domain, Enterprise workflowsApp replicas$1M2026-09-29
Besimple AIBesimple AI supplies AI labs and voice-AI developers with licensed conversational audio, expert annotation, and benchmarks for training and evaluating speech models.Human data, Training data, Evals, AnnotationMulti-domainExpert-made$3.5M2026-09-29
Bespoke LabsBespoke Labs sells realistic, company-scale reinforcement-learning environments and agent-training, optimization, and evaluation infrastructure to frontier AI labs and enterprises.RL envs, RL infra, EvalsMulti-domain—$40M2026-09-29
CentificCentific sells multimodal AI training data, human annotation, model evaluations, and simulated enterprise RL environments to frontier AI labs and enterprise AI teams.RL envs, Training data, Evals, Human data, AnnotationMulti-domain, Finance, Medical, Enterprise workflows, Legal, Robotics and physicalLicensed data$60M2026-09-29
ClaruClaru provides custom and licensed video, robotics demonstrations, and human annotations to AI labs building robotics, embodied AI, and world models.Training data, Human data, Annotation, EvalsRobotics and physical, Games, Creative, Multi-domain, Coding, Legal, Medical, Math, Science, Security, OtherLicensed data, Expert-made, Synthetic, Open data$170M2026-10-13
CloudFactoryCloudFactory supplies a managed human workforce and AI platform to businesses and AI developers, collecting and annotating data, preparing model-training and fine-tuning datasets, and providing human feedback, evaluation, and operational support for AI systems.Human data, Training data, AnnotationMulti-domain, MedicalExpert-made$78M2026-09-29
CollinearCollinear sells stateful simulated environments, agent evaluations, and synthetic training data to frontier AI labs and enterprise AI teams building and improving AI agents.RL envs, Training data, EvalsMulti-domain, Security, Finance, Enterprise workflowsSynthetic$10M2026-09-29
CuaCua sells cloud and self-hosted desktop sandboxes, computer-use runtimes, RL environments and benchmarks, and trajectory data to AI developers building, training, and evaluating agents that operate computers.RL envs, Evals, RL infraComputer use, Multi-domainExpert-made$500K2026-10-06
DARE LabsDARE Labs offers Cerebro, a data refinery that turns operational data into supervised-training datasets, RL data and environments graded on real outcomes.Training data, RL envs, EvalsMulti-domainCustomer data, Synthetic—2026-10-06
DataloopAcquired by Dell TechnologiesDataloop sells an AI data-development platform and on-demand annotation services to enterprises and AI teams, helping them organize, label, quality-check, and route multimodal data into AI training and production workflows.Annotation, Human data, Training dataMulti-domainLicensed data$50M2026-09-29
DataOcean AIDataOcean AI sells off-the-shelf datasets and custom data collection, labeling, and model evaluation services to AI developers and enterprises, supporting LLM, speech, vision, multimodal, and autonomous-driving systems.Training data, Annotation, Evals, Human dataMulti-domain, Coding, Finance, Medical, LegalCustomer data, Expert-made—2026-09-29
DatoricDatoric licenses robotics and physical-AI training data (egocentric video, manipulation and teleoperation recordings), runs custom collections to a buyer's specification, and also offers computer-use, voice and gameplay datasets.Training data, Human dataComputer use, Browser, Enterprise workflows, Robotics and physical, Games, Multi-domain, OtherExpert-made$4.5M2026-10-13
Deccan AIDeccan AI sells AI labs and developers expert-created post-training datasets, human feedback, reinforcement-learning environments and evaluations; it also offers enterprises monitoring and AI-enabled operations tools.RL envs, Training data, Evals, Human dataMulti-domain, Coding, Enterprise workflows, Computer use, BrowserExpert-made$25M2026-09-29
DeeptuneAcquired by MercorDeeptune builds simulated workplace-software environments, bundled with tasks, datasets and infrastructure, where frontier AI labs train agents to carry out multi-step digital work. Mercor acquired Deeptune in July 2026.RL envs, RL infraMulti-domain, Enterprise workflowsApp replicas$46.1M2026-10-13
Defined.aiDefined.ai sells licensed, multilingual AI training datasets and provides custom data collection, annotation, evaluation and model fine-tuning services to organizations developing AI.Training data, Human data, Annotation, EvalsMulti-domainLicensed data, Expert-made$85M2026-09-29
e2fe2f, which renamed itself TrustScale in June 2026, sells custom AI training datasets, expert annotation, model evaluation and benchmarking, and reinforcement learning feedback through its ArgusRL platform, covering 200 languages and text, image, audio and video data.Training data, Evals, RL infra, Human data, AnnotationMulti-domainExpert-made$50M2026-10-13
Eigent AIEigent sells an open-source multi-agent desktop workforce for automating enterprise workflows, and builds custom RL environments, benchmarks, and training/evaluation loops for enterprise teams and AI developers.RL envs, Evals, Training dataMulti-domain, Browser, Enterprise workflowsOpen data, Synthetic—2026-10-09
EncordEncord sells a multimodal data platform and managed collection, annotation, and evaluation services to AI teams preparing and improving training data for physical AI, computer vision, and generative models.Training data, Annotation, EvalsMulti-domain, Robotics and physical—$110M2026-09-29
FleetFleet sells simulated training environments and evaluation tools where AI agents practice realistic tasks to frontier AI labs, hyperscalers, and enterprises.RL envs, Evals, RL infraMulti-domainSynthetic$60M2026-09-29
General ReasoningGeneral Reasoning offers AI labs and developers API-hosted reinforcement-learning environments, plus infrastructure to deploy environments and train or evaluate agents at scale.RL envs, Evals, RL infraMulti-domainSynthetic$10.9M2026-09-29
HandshakeHandshake supplies frontier AI developers with expert-created training and evaluation data, reinforcement-learning environments, and licensed, de-identified operational records from real companies.Human data, Evals, RL envs, Training dataMulti-domain, Legal, Finance, ScienceLicensed data, Expert-made$435.5M2026-10-13
HUDHUD sells an SDK and cloud platform for building, running, and grading reinforcement-learning environments. It turns agent runs into evaluation results and training data, and connects environment and data suppliers with AI labs.RL envs, Training data, Evals, RL infraMulti-domain, Computer use, Finance—$16M2026-10-13
Humyn LabsHumyn Labs collects and annotates real-world multimodal human data—especially first-person video, sensor and motion signals, and speech—and supplies training datasets and evaluation benchmarks to AI labs, robotics developers, and other AI teams.Training data, Annotation, EvalsMulti-domain, Robotics and physicalExpert-made—2026-09-29
IdlerIdler sells reinforcement-learning environments, benchmarks and evaluation datasets based on production work to AI labs and other teams training and evaluating models.RL envs, EvalsMulti-domain, Enterprise workflows, Legal, Coding, Security—$9.5M2026-09-29
iMeritAcquired by EXLiMerit sells expert-led data annotation, training-data creation, human feedback, model fine-tuning and evaluation services, alongside Ango Hub workflow software, to frontier AI labs, AI developers and enterprises building multimodal and domain-specific models.Human data, Training data, Evals, AnnotationMulti-domain, MedicalSynthetic$24.5M2026-09-29
InnodataInnodata provides AI developers and enterprises with training data, human feedback, annotation, reinforcement-learning environments, model evaluations, and red-teaming services for building and improving AI models and agents.RL envs, Human data, Training data, Evals, AnnotationCoding, Computer use, Browser, Enterprise workflows, Finance, Legal, Medical, Science, Math, Security, Robotics and physical, Multi-domainCustomer data, Expert-made, Synthetic—2026-10-13
Invisible TechnologiesInvisible sells expert-created training data, model fine-tuning, evaluations, and custom reinforcement-learning environments to AI labs and developers; it also provides AI software and implementation support for enterprises.RL envs, Training data, Evals, Human data, AnnotationMulti-domain, Coding, Finance, Legal, Enterprise workflowsExpert-made$144M2026-09-29
KledA marketplace that curates and licenses human-contributed and rights-holder datasets—including video, images, audio, and text—for AI labs, research institutions, and enterprises training models.Human data, Training data, AnnotationMulti-domain, MedicalLicensed data, Expert-made$14M2026-09-29
LabelboxLabelbox sells simulated reinforcement-learning environments, expert-generated preference and training data, and evaluation services to frontier AI labs; it also offers enterprise teams software for running agents on real company workflows.RL envs, Human data, Evals, Training data, Annotation, RL infraMulti-domain, Coding, Computer use, Security, Enterprise workflows, Science, Robotics and physical, Finance, LegalLicensed data$189M2026-09-29
LuelLuel licenses ready-made multimodal datasets and organizes custom collection campaigns for AI labs and developers, using paid contributors to supply rights-cleared audio, video, speech, sensor, and computer-use data.Human data, Training data, EvalsMulti-domain, Computer use, Medical, Robotics and physicalExpert-made$31.7M2026-09-29
LXTLXT supplies AI developers and enterprises with custom and off-the-shelf training data, human annotation, evaluation, and RLHF services across text, speech, images, and video.Training data, Annotation, Evals, Human dataMulti-domain, Legal, Finance, Medical, Robotics and physicalExpert-made—2026-09-29
MarkovMarkov sells computer-use datasets and task environments—including expert CAD, productivity, coding, and gaming workflows—to AI labs and developers training or evaluating desktop agents.RL envs, Training data, Evals, Human dataMulti-domain, Computer use, Coding, Browser, GamesExpert-made$500K2026-09-29
MercorMercor sells expert-created training data, reinforcement-learning environments, and evaluations and benchmarks to frontier AI labs and other AI developers. It also offers enterprise data licensing and evaluation services.RL envs, Human data, Training data, EvalsMulti-domain, Finance, Legal, Medical, Coding, Browser, Enterprise workflowsLicensed data, Expert-made, Synthetic$483.6M2026-10-13
micro1micro1 provides expert human data and post-training services, real-world RL environments, robotics data, and AI-agent evaluations for frontier AI labs, enterprises, and robotics teams.RL envs, Human data, Evals, Training dataMulti-domain, Finance, Legal, Medical, Coding, Robotics and physicalExpert-made$135M2026-10-13
Mind LabMind Lab provides pharmaceutical, financial, public-sector and gaming companies with custom benchmarks, task environments, data development and model post-training, alongside its own training platform.RL envs, Evals, RL infraMulti-domainInfra, n/a$60M2026-10-13
NoumadNoumad builds formally verified reinforcement-learning environments for post-training AI agents on unsolved problems in long-horizon machine learning, computational science, robotics and cybersecurity.RL envsScience, Robotics and physical, Security, Other, Multi-domainSynthetic—2026-10-13
Olam LabsOlam Labs builds simulated multi-agent environments, behavioral evaluations and game-derived datasets for AI labs and researchers training or evaluating models’ social, agentic and safety capabilities.RL envs, Training data, Evals, SimulationCoding, Computer use, Enterprise workflows, Finance, Games, Security, Multi-domain——2026-10-13
OpenTrain AIOpenTrain connects AI labs and developers with vetted human experts for RLHF, model evaluation, red teaming, and data annotation. Customers hire directly or use a managed team working in their existing tools.Human data, Training data, Evals, AnnotationMulti-domainCustomer data, Expert-made—2026-10-06
ParetoPareto supplies AI labs with specialist-created training data, evaluations, and RL environments that turn expert judgment into signals for assessing and improving frontier models.RL envs, Human data, EvalsMulti-domain, Medical, Legal, Finance, Coding, ScienceExpert-made$17.8M2026-09-29
ParsewaveParsewave creates custom, expert-written datasets, solution traces, and evaluations for frontier AI labs and developers to train and test coding and other professional-domain models.Training data, Human data, EvalsMulti-domainExpert-made—2026-10-13
Patronus AIPatronus sells AI evaluation and benchmarking tools, plus simulated digital worlds and RL environments that AI labs and developer teams use to test, train, and improve models and agents.RL envs, Evals, Simulation, RL infraMulti-domain, Finance, Coding, Enterprise workflowsExpert-made, Open data$70M2026-09-29
Perle AIPerle supplies AI labs and developers with specialist-generated multimodal training data, annotation, RLHF and model evaluations through expert-led programs and managed workflows.Human data, Training data, Evals, AnnotationMulti-domain, Medical, Legal, Robotics and physicalExpert-made$17.5M2026-09-29
PlatoPlato builds simulated software and computer environments from real-world data so AI agent developers can train, test, and score browser and computer-use agents.RL envs, EvalsMulti-domain, Browser, Computer use, Enterprise workflowsSynthetic$2.5M2026-09-29
Poindexter LabsPoindexter Labs supplies expert data annotation and evaluation services to frontier AI teams, alongside syncronus, a collaborative platform for expert-led model training.Human data, Evals, AnnotationFinance, Legal, Multi-domainExpert-made—2026-10-06
PolymathBuilds simulated environments, tasks, and verifiers for AI labs to train and evaluate long-horizon agents; its Horizon-SWE benchmark tests end-to-end software engineering workflows.RL envs, Evals, SimulationMulti-domain, CodingExpert-made$8M2026-09-29
Prime IntellectPrime Intellect sells AI labs and developers an open stack for reinforcement-learning environments, model evaluations, hosted training, inference, sandboxes, and GPU compute to build and improve agentic models.RL envs, Evals, RL infraMulti-domain, Math, Coding, Games—$150M2026-09-29
ProlificProlific gives AI labs and developers access to verified participants and subject-matter experts to collect human feedback, training data, and model evaluations through a platform, API, or managed research service.Human data, Training data, Evals, AnnotationMulti-domain, Legal, Medical, Finance, Robotics and physicalExpert-made$33.4M2026-09-29
RefreshRefresh sells simulated software environments and verifiable evaluations for training and testing AI agents, alongside real-workflow coding datasets, to frontier AI labs and enterprises.RL envs, Training data, EvalsMulti-domain, Coding, Computer use, Medical, Enterprise workflowsCustomer data$500K2026-09-29
ReveloRevelo sells AI labs code-focused training data, evaluations, benchmarks, and RL environments, with expert-led data creation and managed workflows to help improve coding models and agents.RL envs, Training data, Evals, Human dataMulti-domain, CodingSynthetic, Expert-made$46M2026-09-29
Rise Data LabsRise Data Labs sells human- and synthetic-data production, annotation, and model-evaluation services to AI labs and enterprise model teams building and improving generative AI.Human data, Training data, Evals, Annotation, RL envsMulti-domainCustomer data—2026-09-29
SamaSama sells human-in-the-loop data annotation, validation, evaluation, and training-data services to enterprise AI teams building computer-vision, multimodal, and generative AI models.Training data, Evals, Annotation, Human dataMulti-domain, Robotics and physical, CreativeCustomer data, Expert-made$84.8M2026-09-29
SapienSapien supplies human-created and expert-reviewed training data to AI developers, including data annotation, collection, curated datasets, and quality checks for AI outputs.Human data, Training data, Evals, AnnotationMulti-domain, Robotics and physicalExpert-made$15.5M2026-09-29
ScaleScale sells AI labs and businesses custom training data, human feedback, annotation, RL environments, and model evaluations, alongside software to build, test, and deploy AI agents and applications.RL envs, Training data, Evals, Human data, AnnotationMulti-domain, Coding, Computer use, Browser, Enterprise workflows, FinanceSynthetic, App replicas$15.9B2026-09-29
Sepal AIAcquired by MercorSepal supplies frontier AI labs and enterprise model teams with expert-created training and evaluation data, benchmarks, and reinforcement-learning environments for developing and testing models on specialized tasks.RL envs, Human data, EvalsMulti-domainExpert-made, Synthetic—2026-09-29
SieveSieve supplies AI labs and model developers with curated or custom-collected video, audio, image, and interaction data, plus annotations, evaluation sets, and interactive environments.Training data, Evals, RL envs, Human dataCreative, Computer use, Robotics and physical, Games, Multi-domainLicensed data, Expert-made—2026-10-13
SnorkelSnorkel sells expert-built training datasets, agent environments, benchmarks and evaluations—through ready-to-use products and custom data-development services—to frontier AI labs and enterprise AI teams.Training data, Evals, RL envs, Human dataMulti-domain, Coding, Science, Finance, Enterprise workflows, Medical, LegalExpert-made, Synthetic$587M2026-09-29
SuperAnnotateSuperAnnotate sells AI data software and managed expert services to AI labs and developers, covering multimodal annotation, training data, model and agent evaluations, and reinforcement-learning environments.RL envs, Human data, Evals, Annotation, Training dataMulti-domain, Medical, Legal, Science, Coding, Browser, Computer use, Robotics and physical, Math, Enterprise workflows, FinanceExpert-made$67.5M2026-09-29
SurgeSurge sells AI labs and developers expert-built training data, human feedback, evaluation benchmarks, and interactive reinforcement-learning environments to train and assess AI models and agents.RL envs, Training data, Evals, Human data, AnnotationMulti-domain, Coding, Enterprise workflows, Finance, Medical, Science, Math, LegalExpert-made—2026-09-29
SymbalSymbal supplies AI labs with multimodal post-training datasets, private evaluations and benchmarks, and human-in-the-loop data; it also builds enterprise agents using customers’ first-party workflows.Training data, Evals, SimulationMulti-domain, Science, Math, Finance, Medical, Legal, Robotics and physical, CodingCustomer data—2026-09-29
TaskUsTaskUs provides outsourced AI data operations for AI developers and enterprises, including data collection and labeling, expert feedback and RLHF, model evaluations and red-teaming, and robotics data services.Training data, Human data, Evals, AnnotationRobotics and physical, Medical, Enterprise workflows, Multi-domainExpert-made$279M2026-10-13
TELUS DigitalAcquired by TELUSTELUS Digital supplies AI labs and developers with expert-built training data, annotations, agentic RL environments, red-team testing and evaluations, plus custom multimodal and physical-AI datasets and managed data-collection services.RL envs, Human data, Training data, Evals, AnnotationCoding, Enterprise workflows, Finance, Legal, Medical, Math, Robotics and physical, Science, Security, Other, Multi-domainExpert-made, Customer data—2026-10-13
ThetaTheta sells custom simulated work environments and hands-on implementation to AI labs and enterprises, helping them train and evaluate specialized agents on realistic, multi-step business workflows.RL envs, Evals, RL infraMulti-domain, Computer use, Browser, Enterprise workflows, Finance, Medical, CodingCustomer data, Expert-made$500K2026-09-29
TolokaToloka supplies AI labs and developers with human-expert and synthetic training data, agent environments, evaluations, and red-teaming to build and assess AI models and agents.RL envs, Human data, Evals, Training data, AnnotationMulti-domain, Coding, Computer use, Enterprise workflows, Math, Science, Robotics and physicalSynthetic$72M2026-09-29
Trajectory LabsTrajectory Labs runs safety evaluations, expert red-teaming and RL environments that help AI labs find model vulnerabilities and measure safer behavior.RL envs, Evals, Human dataMulti-domain, SecurityExpert-made—2026-09-29
TraverseTraverse builds reinforcement-learning environments and training data for frontier AI labs, helping them train models on ambiguous professional work that depends on judgment, context, and long-horizon reasoning.RL envs, Training data, Human dataMulti-domainExpert-made$500K2026-09-29
Troveo AITroveo licenses and packages rights-cleared real-world data—including video, audio, text, business workflows, gaming and robotics—for AI labs and model developers, with custom sourcing and annotation.Training data, AnnotationMulti-domainLicensed data$4.5M2026-09-29
TuringTuring supplies AI labs with training data, evaluations, and RL environments for coding, enterprise knowledge work, and STEM. It also helps large enterprises build and deploy AI agents in important workflows.RL envs, Training data, Evals, Human dataMulti-domain, Coding, Enterprise workflows, Science, Math, Finance, Legal, Medical, Computer use, SecurityCustomer data$225M2026-10-13
Uber AI SolutionsUber AI Solutions provides custom AI data collection and annotation, specialist human feedback and RLHF, red-teaming, and model evaluation for frontier labs, enterprises, robotics firms, and autonomous-vehicle developers.Annotation, Training data, Evals, Human data, RL envsCoding, Enterprise workflows, Finance, Legal, Medical, Science, Robotics and physical, Multi-domain, OtherExpert-made, Customer data—2026-10-09
UlamUlam sells reasoning datasets, expert-reviewed traces, benchmarks, and verifier-backed RL environments—primarily for mathematics and STEM—to AI labs and developers.RL envs, Training data, Evals, Human dataCoding, Science, Math, Multi-domainSynthetic—2026-10-13
Vals AIVals AI sells evaluation software, expert-built benchmarks, and review tools to AI labs and enterprise engineering teams testing models and AI applications on practical, domain-specific tasks.Evals, RL infraMulti-domain, Finance, Legal, Medical, Coding, MathExpert-made$45M2026-09-29
Veris AIVeris sells AI developers a simulation and reinforcement-learning platform that recreates enterprise tools, systems, and users, helping teams train, test, and improve agents on realistic workflows before production.RL envs, Evals, RL infraMulti-domain, Enterprise workflows, Finance, CodingCustomer data, Synthetic$8.5M2026-09-29
Verita AIVerita supplies vetted domain experts and manages project operations for AI labs, producing annotation, human-feedback and evaluation work, training data, and support for reinforcement-learning environments.RL envs, Training data, Annotation, Human data, EvalsMulti-domainLicensed data—2026-09-29
Vetto AIVetto sells AI labs and developers expert post-training data, human evaluation, custom RL environments, and verifier-graded benchmarks to help train and assess models on practical tasks.RL envs, Training data, Evals, Human data, AnnotationMulti-domain, Science, Medical, Legal, Finance, Coding, Computer useExpert-made$3.6M2026-09-29
Vibrant LabsVibrant Labs builds RL-ready simulated environments, training tasks, and benchmarks for AI labs and developers working on long-horizon agents, including agents that use browsers, computers, or enterprise tools.RL envs, Training data, EvalsMulti-domain, Computer use, Browser, Enterprise workflowsSynthetic, App replicas$2.5M2026-09-29

— not publicly listed or not confirmed. Open a profile for each fact’s source. The register is unranked; sorting only reorders.

How to read domain and SOC 2 labels

Multi-domain means work across several task areas, not every area. Vendors appear in a specific domain filter only when that area has supporting evidence. SOC 2 entries are vendor statements, not independently verified audits: Unspecified means claimed without a stated type; Pending means in progress; Not publicly listed means we found no public statement. None of those means a completed Type I/II report. SOC 2 and deployment details remain on profiles and in comparison.