micro1-ai

Data engineIntelligenceResearchSolutionsOpportunitiesGet in touchmicro1 turns human brilliance into the force that drives the world’s most ambitious AI.A model is only as good as its data, and beneath every breakthrough in Al, there's an orchestra of human expertise powering that data.micro1 conducts that orchestra, finding the sharpest minds and forging their expertise into the datasets that shape how AI reasons, adapts, and integrates into the future of humanity.Data EngineThe human data layer powering frontier AIData platformThe environment where domain experts create, review, and deliver complex datasets across industries like healthcare, legal, finance, and more.MeritData pipeline performance dashboard to quantify expert data quality, velocity, and reliabilityZaraZara, our AI recruiter agent, sources and vets domain experts at high velocity, forming the human foundation that generates net-new expert dataIntelligence PlatformThe human intelligence infrastructure for AGIRoboticsHigh-fidelity real-world robotics data engineered to train next-generation humanoidsCortexContextual evaluations built on expert human data to benchmark, stress-test, and advance agentic reasoningRealmRL environments where experts recreate real-world scenarios to improve model reasoningData engineEnd-to-end human data operations converting human intelligence into high quality datasets that power the next generation of AI.Recruitment engineZara, our AI recruiter agent, identifies the sharpest minds around the globe by sourcing, vetting, and qualifying talent at unprecedented speed and precision.The talent and data infrastructure for AGIPowering AGIOur productsData engineEnd-to-end human data platform turning human intelligence into high-quality datasets that drive frontier models.Learn moreZaraAI recruiter agent that sources, vets, and qualifies world-class talent with unprecedented speed and precision.Learn moreIntelligenceAccelerate model capability with real-world RL environments and expert-built datasets ready to train on.Learn more ResearchOur research lab aspires to solve humanity’s greatest coordination challenge: deciding where each person should spend their timeMarch 2026No Last Mile: A Theory of the Human Data MarketJanuary 2026Human data will be a $1 trillion/year marketDecember 2025The Next Productivity Engine: Humanoid Robots and BeyondView all research papersHuman brilliance is more important than everGet in touchBackWhat are your contact details? *Please enter your contact details.Looking for a job? 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Something went wrong while submitting the form.By using micro1.ai, you accept our cookie policyAccept --- Data engineIntelligenceResearchSolutionsOpportunitiesGet in touchModel performance collapses when human expertise is mismanaged.Without the right platform, quality erodes and breakthroughs never materialize.Every breakthrough in AI is a story of human ingenuity.The complete human data engine for the world’s most ambitious AIHuman intelligenceThe micro1 recruitment engine sources and vets human intelligence at massive scale to rapidly identify true subject-matter experts.Data platformOur platform forges intelligence into structured, high-quality training data that is reliable, reproducible, and reinforced through rigorous evaluations to accelerate AI development across industries like healthcare, legal, finance, and more.Data pipeline performance trackingEvery dataset is deeply stress-tested. Integrated performance tracking and data operations enforce quality at every stage, ensuring outputs remain accurate, consistent, and model-ready at scale.End-to-end human data across every complex modalityChain of thought reasoningAVLMRed-teamingSFTAudioPrompt and rubric designCodingHuman brilliance is more important than everGet in touchBackWhat are your contact details? *Please enter your contact details.Looking for a job? Apply herePress enterorNextCan you tell us a bit about your project? (Optional)Press enterorNextWhere did you find us?  *We appreciate it!XLinkedinGoogleInstagramEventReferralOtherPlease select where you find usPress enterorSubmitThank you!Our team has received your request and will reach out shortly to schedule your demo.Back homeOops! Something went wrong while submitting the form.By using micro1.ai, you accept our cookie policyAccept --- Data engineIntelligenceResearchSolutionsOpportunitiesLoginGet accessThe human intelligence infrastructure for AGIGet access Accelerate subject-matter intelligence with RL environments that guide every action using domain created data and targeted reward signals.RealmRL environments that mirror real-world scenarios to generate world-class human data for agentic actions and elevate model reasoning.Get accessCortexContextual evaluations grounded in expert-level human data that benchmark, stress-test, and advance agentic decision-making and reasoning quality.Get accessRobotics labHigh-fidelity real-world robotics data engineered to train next-generation humanoids.Get accessThe world’s most advanced platform for frontier model trainingGet accessBackWhat are your contact details? *Please enter your contact details.Looking for a job? 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Something went wrong while submitting the form.By using micro1.ai, you accept our cookie policyAccept --- Data engineIntelligenceResearchSolutionsOpportunitiesGet in touch March 2026ArticleA New Era for the Democratization of Legal ExpertiseMarch 2026ArticleThe Competitive Moat Is Still HumanMarch 2026ArticleMost Agentic AI Never Makes It Past the DemoMarch 2026ResearchNo Last Mile: A Theory of the Human Data MarketFebruary 2026ArticleAI is becoming more human than everFebruary 2026ArticleThe Execution Gap in Enterprise AIFebruary 2026ArticleGeneralist human data is still needed, more than everJanuary 2026ArticleThe U.S. MUST win the AI raceJanuary 2026ArticleHuman data will be a $1 trillion/year marketDecember 2025ArticleThe critical role of human data in enterprise AI adoptionDecember 2025ResearchThe Next Productivity Engine: Humanoid Robots and BeyondDecember 2025ResearchSafety Without Over-Refusal: Toward “Safe and Helpful” Model Behavior Through Competence Under ConstraintDecember 2025ArticleHuman Expertise: The Engine Behind the AI Data RevolutionDecember 2025ArticleOperational Excellence in Human Data: Best Practices for High Stakes Healthcare and Legal AI ProjectsSeptember 2025ArticleHow AI-powered recruitment defies expectations about inclusion and transparencySeptember 2025ResearchUncovering Candidate Potential with Multi-Modal AI AssessmentsAugust 2025ArticleIntroducing Ava, the most accurate proctoring model, catching 93% of cheaters.July 2025ResearchBetter Together: Quantifying the Benefits of AI-Assisted RecruitmentJuly 2025ResearchEvaluating Speech-to-Text × LLM × Text-to-Speech Combinations for AI Interview SystemsApril 2025ResearchZara: An LLM-based Candidate Interview Feedback SystemMarch 2025ArticleHiring with AI doesn't have to be so inhumanemodel releaseszara-1.3 modelAI interview model trained on thousands of human interviewsReleased on Jan 21st, 2025ava-1.1 modelproctoring model trained on 30,000 cheating probability human labeled data pointsReleased on Aug 2nd, 2025Join the micro1 research teamVP of ResearchRequired skillsResearch LeadershipAI/ML ResearchExecutive CommunicationMember of Technical Staff (Zara)Required skillsPythonLLMsAWSLangChainFastAPIView more openingsBackWhat are your contact details? *Please enter your contact details.Looking for a job? Apply herePress enterorNextCan you tell us a bit about your project? (Optional)Press enterorNextWhere did you find us?  *We appreciate it!XLinkedInGoogleInstagramEventReferralOtherPlease select where you find usPress enterorSubmitThank you!Our team has received your request and will reach out shortly to schedule your demo.Back homeOops! Something went wrong while submitting the form. By using micro1.ai, you accept our cookie policyAccept