{"slug":"rise-data-labs","name":"Rise Data Labs","website":"https://risedatalabs.com","tagline":"RL environments and tasks across multiple domains, supported by a large expert network","description":"Rise Data Labs builds RL environments and tasks across multiple domains, supported by a large network of experts. Its offering includes custom environments, reward engineering, RLHF and preference data, multi-agent workflows, and adversarial testing for AI labs and enterprise teams.","domains":["computer-use","coding","finance","cybersecurity","legal","data-labeling","enterprise","multi-domain","rlhf","custom-environments"],"locations":["New York, United States"],"founders":[{"name":"Vivian M. Chen","xHandle":null}],"teamSize":"11-25","funding":null,"raising":null,"founded":null,"notable":"Runs an Automated Talent Engine of 500,000+ US professionals, 98% college-educated or higher.","entityType":"Data + environments","canonicalUrl":"https://envindex.com/startup/rise-data-labs","research":{"startupSlug":"rise-data-labs","entityType":"Data + environments","lastResearched":"2026-08-16","lastVerified":"2026-08-16","verificationStatus":"company-reported","confidence":"medium","sourceIds":["rise-data-labs-rl-environments","rise-data-labs-home","rise-data-labs-rlhf","rise-data-labs-linkedin"]},"sources":[{"id":"rise-data-labs-rl-environments","url":"https://risedatalabs.com/solutions/rl-environment","title":"RL Environment Data","publisher":"Rise Data Labs","sourceType":"official","accessedAt":"2026-08-16","verificationStatus":"company-reported"},{"id":"rise-data-labs-home","url":"https://risedatalabs.com/","title":"Rise Data Labs  -  High-fidelity data for the real world","publisher":"Rise Data Labs","sourceType":"official","accessedAt":"2026-08-16","verificationStatus":"company-reported"},{"id":"rise-data-labs-rlhf","url":"https://risedatalabs.com/solutions/rlhf","title":"RLHF & Preference Learning","publisher":"Rise Data Labs","sourceType":"official","accessedAt":"2026-08-16","verificationStatus":"company-reported"},{"id":"rise-data-labs-linkedin","url":"https://www.linkedin.com/company/rise-data-labs","title":"Rise Data Labs company profile","publisher":"LinkedIn","sourceType":"database","accessedAt":"2026-08-16","verificationStatus":"third-party-reported"}],"capabilityCatalog":{"startupSlug":"rise-data-labs","reviewedAt":"2026-08-16","status":"cataloged","items":[{"name":"Long-Horizon Knowledge-Work Tasks","kind":"Environment Bundle","summary":"Private commercial long-horizon tasks spanning multiple knowledge-work domains.","access":["Private catalog","Commercial"],"sourceUrl":"/environments/rise-data-labs-long-horizon-knowledge-work-tasks","sourceLabel":"EnvIndex catalog page","verificationStatus":"vendor-submitted","lastVerified":"2026-08-16","artifactSlug":"rise-data-labs-long-horizon-knowledge-work-tasks"},{"name":"Finance Tasks","kind":"Environment Bundle","summary":"A private commercial catalog of finance tasks for RL training and evaluation.","access":["Private catalog","Commercial"],"sourceUrl":"/environments/rise-data-labs-finance-tasks","sourceLabel":"EnvIndex catalog page","verificationStatus":"vendor-submitted","lastVerified":"2026-08-16","artifactSlug":"rise-data-labs-finance-tasks"},{"name":"Custom Enterprise Environments","kind":"RL Environment","summary":"A custom environment-development capability based on a buyer’s workflows, tools, data, and success criteria.","access":["Custom-built","Commercial","Request demo"],"sourceUrl":"/environments/rise-data-labs-custom-enterprise-environments","sourceLabel":"EnvIndex catalog page","verificationStatus":"company-reported","lastVerified":"2026-08-16","artifactSlug":"rise-data-labs-custom-enterprise-environments"}]},"artifacts":[{"slug":"rise-data-labs-long-horizon-knowledge-work-tasks","name":"Long-Horizon Knowledge-Work Tasks","ownerSlug":"rise-data-labs","artifactType":"Environment Bundle","availabilityKind":"private-commercial","access":["Private catalog","Commercial"],"summary":"Private commercial long-horizon tasks spanning multiple knowledge-work domains.","description":"Rise Data Labs reports private commercial inventory of long-horizon tasks across knowledge-work domains. EnvIndex has not inspected the proprietary task files, task count, tool integrations, verifier implementations, pricing, or model results.","domains":["enterprise","finance","legal","science","multi-domain","long-horizon"],"capabilities":{"long-horizon":"yes","expert-authored":"unknown","tool-use":"unknown","file-manipulation":"unknown","cross-application":"unknown","stateful":"unknown"},"verifierType":"Unknown","lastVerified":"2026-08-16","verificationStatus":"vendor-submitted","confidence":"medium","links":[{"label":"Request information","url":"https://risedatalabs.com/solutions/rl-environment","kind":"access"}],"sourceIds":["rise-data-labs-long-horizon-tasks-submission"],"relatedArtifactSlugs":["rise-data-labs-finance-tasks","rise-data-labs-custom-enterprise-environments"],"editorialNote":"Private describes access, not verification. Long-horizon support is vendor-submitted; all other technical details remain Unknown pending evidence review."},{"slug":"rise-data-labs-finance-tasks","name":"Finance Tasks","ownerSlug":"rise-data-labs","artifactType":"Environment Bundle","availabilityKind":"private-commercial","access":["Private catalog","Commercial"],"summary":"A private commercial catalog of finance tasks for RL training and evaluation.","description":"Rise Data Labs reports that finance tasks are available as private commercial inventory. EnvIndex records the catalog metadata for discovery, but has not inspected the proprietary task files, counts, verifier implementations, pricing, or model results.","domains":["finance","enterprise"],"capabilities":{"expert-authored":"unknown","long-horizon":"unknown","tool-use":"unknown","file-manipulation":"unknown","production-derived":"unknown"},"verifierType":"Unknown","lastVerified":"2026-08-16","verificationStatus":"vendor-submitted","confidence":"medium","links":[{"label":"Request information","url":"https://risedatalabs.com/solutions/rl-environment","kind":"access"}],"sourceIds":["rise-data-labs-finance-tasks-submission"],"relatedArtifactSlugs":["rise-data-labs-custom-enterprise-environments"],"editorialNote":"Private describes access, not verification. Catalog existence is vendor-submitted; technical details remain Unknown pending evidence review."},{"slug":"rise-data-labs-custom-enterprise-environments","name":"Custom Enterprise Environments","ownerSlug":"rise-data-labs","artifactType":"RL Environment","availabilityKind":"custom-capability","access":["Custom-built","Commercial","Request demo"],"summary":"A custom environment-development capability based on a buyer’s workflows, tools, data, and success criteria.","description":"Rise Data Labs describes a service for constructing custom RL environments from first-party enterprise workflows, with reward engineering, multi-agent simulations, and adversarial testing. This is a documented custom capability, not evidence of an off-the-shelf private catalog or a publicly runnable environment.","domains":["enterprise","finance","legal","cybersecurity","multi-domain"],"capabilities":{"stateful":"unknown","long-horizon":"unknown","multi-agent":"yes","adversarial":"yes","tool-use":"yes","human-in-the-loop":"yes","production-derived":"yes","cross-application":"unknown"},"verifierType":"Custom outcome-aligned reward functions; implementation details vary by engagement","lastVerified":"2026-08-16","verificationStatus":"company-reported","confidence":"medium","links":[{"label":"Capability page","url":"https://risedatalabs.com/solutions/rl-environment","kind":"official"}],"sourceIds":["rise-data-labs-rl-environments"],"editorialNote":"Custom capability does not imply existing packaged inventory. No public benchmark, SDK/API, task count, model uplift result, or off-the-shelf catalog was verified."}]}