# www.withprotege.ai

> AI-optimized mirror of www.withprotege.ai containing 50 pages totalling 45,523 words of clean markdown content, structured data, and semantic HTML. Original source: https://www.withprotege.ai/. Last updated: 2026-04-26T18:14:34.810Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Real World Data _for AI Development_](/site-root.html): Protege is the trusted source for AI-ready, real world data and expertise at every stage of the AI lifecycle. (434 words)

## Articles & Blog Posts

- [Introducing Protege Evaluation Datasets and Benchmarks for Healthcare AI](/articles/news/introducing-protege-evaluation-datasets-and-benchmarks-for-healthcare-ai.html): Robust healthcare AI evaluations require benchmark-specific real world data that does not overlap with training data, while also reflecting the full multimodal patient journey. Current available healthcare AI evaluations and benchmarks have lacked both, resulting in a gap in healthcare model evaluation. To address this growing need, the Protege Data… Read More (2,088 words)
- [High-Quality Data _for AI Development_](/model-builders/index.html): Real-world data created by natural human activity. Select a domain below to learn more., Protege provides real-world data created by natural human activity to AI model builders around the world. (34 words)
- [Gradient Health and Protege Partner to Bring Multi-Modal Scale and Data Diversity to Healthcare AI](/articles/blog/gradient-health-and-protege-partner-to-bring-multi-modal-scale-and-data-diversity-to-healthcare-ai.html): Summary Data Licensing Revenue Unlocked: Gradient Health, a leading provider of medical imaging studies, partnered with Protege to license de-identified, HIPAA‑compliant data at scale, unlocking seven-figures in net new revenue in under a year with more opportunities in the pipeline. Protege Partnership: Protege aggregates multi-modal healthcare datasets at scale across… Read More (2,022 words)
- [Healthcare Partner Case Study: Protege and Segmed Join Forces to Provide Healthcare Data Value to AI Developers](/articles/blog/healthcare-partner-case-study-protege-and-segmed-join-forces.html): Summary Protege offers multimodal data aggregation and standardization with AI training/evaluation curation aligned to foundation model builders, delivered with enterprise-grade compliance and repeatable, deal-driven programs. Segmed offers multimodal data access through direct connections within its broad healthcare provider network (all 50 U.S. states & international) focused on imaging data with… Read More (1,934 words)
- [Media Partner Case Study: Broadcaster Earns $1M+ in 6 Months with Protege](/articles/blog/media-partner-case-study-broadcaster-earns-1m-in-6-months.html): Summary A major EMEA-based broadcaster earned over $1M in 6 months by licensing its scripted and cinematic library with Protege, the leader in ethically licensing AI training data. Protege aggregates media content across rights holders, maintaining licensing protections while unlocking new opportunities. Thanks to its high-quality library, the broadcaster’s content… Read More (1,397 words)
- [Media Partner Case Study: Sports Rights Distributor Unlocks $250k+](/articles/blog/media-partner-case-study-sports-rights-distributor-unlocks-250k.html): Summary A regional sports rights distributor turned archival footage into $250,000+ in year one by partnering with Protege to license to generative AI companies, while maintaining IP protections.  After seeing traction with its initial upload of sports content to the Protege platform, the distributor uploaded additional footage to meet… Read More (1,282 words)
- [OneMedNet and Protege Partner to Advance the Future of AI-Driven Healthcare with Real-Time, Multimodal Data](/articles/news/onemednet-protege-healthcare-data-partnership/index.html): MINNEAPOLIS, April 23, 2025 — OneMedNet, a leader in AI-powered Real-World Data, has announced a strategic partnership with Protege, the AI training data platform, to enable real-time access, multimodal patient data for AI developers and researchers. Through this collaboration, OneMedNet’s data will be made available via Protege, expanding access to… Read More (1,013 words)
- [Healthcare AI Case Study: Millions of Verified Imaging Studies for Pre-Training in 30 Days](/articles/blog/healthcare-ai-case-study-millions-of-verified-imaging-studies-for-pre-training-in-30-days.html): Summary Millions of Images in 30 Days: A leading AI model builder sourced millions of de-identified imaging studies in a month of contract execution via the Protege data platform. Single Licensing Source for Aggregated Data: Protege aggregated multiple imaging partners and worked with the AI company’s researchers to translate clinical… Read More (1,702 words)
- [The Urgent Need for More Training Data](/articles/blog/the-urgent-need-for-more-training-data/index.html): Many AI prognosticators are talking about the lack of training data as a fundamental bottleneck to developing AI models; articles from the Economist, NY Times, and WSJ cover how we’re close to exhausting publicly available training data.   But the reality is, we’re nowhere close to running… Read More (1,368 words)
- [Meta’s Bet on Scale AI Is Just the Beginning of the AI Data Wars](/articles/blog/meta-s-bet-on-scale-ai-is-just-the-beginning-of-the-ai-data-wars.html): Between the high valuation and the unique structure ($15 billion for a 49% stake + hiring the CEO), the Meta-Scale AI deal this week turned heads for a variety of reasons. From my perspective, I see this as the beginning of a war between foundational models for the right AI… Read More (1,270 words)
- [Healthcare Partner Case Study: Enriching Patient Cohorts with EHR Data with Loopback Health](/articles/blog/healthcare-partner-case-study-enriching-patient-cohorts-with-ehr-data-with-loopback-health.html): Summary Healthcare Data for Real World Use Cases: A leading healthcare AI company partnered with Protege to connect its patient-level data to Loopback Health’s EHR dataset and other healthcare provider data, which unlocked richer training cohorts for training the next generation of AI models. Multi-modal Healthcare Data for AI Training:… Read More (1,491 words)
- [Protege AI: Navigating Training Data, Privacy and Ethics](/articles/blog/protege-ai-navigating-training-data-privacy-and-ethics.html): In a recent interview, Bobby Samuels, co-founder of Protege shed light on the company’s mission to solve one of AI’s most pressing challenges: access to high-quality training data. Samuels, with a background in data connectivity and privacy from LiveRamp and Datavant, launched Protege in February 2024 to address what he… Read More (1,067 words)
- [Protege and ToughData Partner to Unlock Human Skill Data for Physical AI Applications](/articles/news/protege-and-toughdata-partner-to-unlock-human-skill-data-for-physical-ai-applications.html): We’re excited to announce our newest partnership with Tough Data, a company building the human skill data infrastructure for Physical AI. We believe that the type of data that Tough Data specializes in will be crucial for translating real-world expertise into production-grade training data for robots and embodied intelligence. Read More (1,117 words)
- [Protege-Prepared Data Powers New Vals AI Healthcare Benchmarks in Clinical Documentation and Medical Billing](/articles/news/data-powering-new-vals-ai-healthcare-benchmarks/index.html) (1,560 words)
- [category/blog/index.html](/category/blog/index.html) (1 words)
- [category/news/index.html](/category/news/index.html) (1 words)
- [Announcing Spatial & Physical Intelligence at Protege](/articles/blog/spatial-physical-intelligence-announcement/index.html): Why we’re launching our data vertical aimed at robotics, world models, and more — and an invitation to build with us. (1,412 words)
- [Protege and Sunain Partner to Bring Global-Scale Multimodal Human Data to AI Development](/articles/news/protege-and-sunain-partner-to-bring-global-scale-multimodal-human-data-to-ai-development.html): Protege, the platform for proprietary AI training data, today announced a new partnership with Sunain, a multimodal data company that collects audio, video, gameplay, and egocentric data through a distributed global contributor network. Through this partnership, Sunain’s datasets will be made available for AI training and evaluation via… Read More (908 words)
- [How Unstructured Data is Powering the Future of AI](/articles/blog/how-unstructured-data-is-powering-the-future-of-ai/index.html): $672 million — that’s how much Reddit could generate in annual revenue by 2027 from licensing its text data for generative AI, according to one leading equity research firm. A few years ago, Reddit’s text data was worth comparatively little. Now, that same asset has had a transformative effect… Read More (1,010 words)
- [iCliniq and Protege Partner to Share Physician-Audited Real-World Clinical Datasets with Healthcare AI Innovators](/articles/news/icliniq-and-protege-partner-to-share-physician-audited-real-world-clinical-datasets-with-healthcare-ai-innovators.html): New York, NY – February 19, 2025 – iCliniq, a US-based global health decisions platform, has entered into a partnership with Protege, the AI training data platform. Through this collaboration, iCliniq’s extensive physician-audited real-world clinical datasets, tailored to enhance ‘reinforcement learning with human feedback’ (RLHF) models, will be available to… Read More (821 words)
- [Protege and Cambodian Broadcasting Service (CBS) Partner to Bring Khmer-Language and Culture to AI Development](/articles/news/protege-and-cambodian-broadcasting-service-partner/index.html): The world’s largest library of Khmer-language television from Cambodian Broadcasting Service (CBS) will power more inclusive AI models and expand Protege’s uniquely diverse, six-continent audio-visual dataset.  Protege, a leading global supplier of training data for artificial intelligence, today announced a new partnership with Cambodian Broadcasting Service (CBS), adding… Read More (897 words)
- [The Latest from Protege](/articles/index.html): Read for in-depth case studies, partnership announcements, news coverage, product releases, and more from the Protege team. (1,003 words)
- [Protege and the Austrian Ski Federation Partner to Bring Winter Sports Video to AI Development](/articles/news/protege-and-the-austrian-ski-federation-partner-to-bring-winter-sports-video-to-ai-development.html): Protege, the trusted source of data for AI development, today announced a new partnership with the Austrian Ski Federation (ÖSV) to license a high-quality library of winter sports audiovisual content for responsible AI use.  Through this collaboration, Protege will make available a rich catalogue of authentic, high-resolution video capturing… Read More (952 words)
- [Shaip Expands Availability of High-Quality Healthcare Data through Partnership with Protege](/articles/news/shaip-expands-availability-of-high-quality-healthcare-data-through-partnership-with-protege.html): Louisville, Kentucky, and New York, New York, USA, March 4, 2025: Shaip, a global leader in AI-driven data solutions, has announced the availability of its extensive Electronic Health Records (EHR) and Physician Dictation Speech datasets via the Protege Training Data Platform. By making its meticulously curated datasets available on the… Read More (868 words)
- [HistAI and Protege Partner to Deliver One of the Largest Whole-Slide Pathology Datasets to AI Developers](/articles/news/histai-and-protege-partner-to-deliver-one-of-the-largest-whole-slide-pathology-datasets-to-ai-developers.html): HistAI, a cutting-edge pathology data provider, and Protege, the platform for AI training data, have partnered to bring HistAI’s comprehensive dataset of whole-slide pathology images (WSIs) to the Protege platform. By integrating HistAI’s curated pathology dataset into Protege’s secure and compliant data exchange platform, the partnership enables researchers… Read More (762 words)
- [Protege Raises $30 Million Led by a16z to Unlock Access to Data for AI Development](/articles/news/protege-a16z-30million-fundraise/index.html): The Series A extension follows rapid adoption across healthcare, media, audio, motion capture, and more as AI companies increasingly need high quality, non-public data for AI development  NEW YORK CITY, January 8, 2026 — Protege, an AI data platform unlocking access to trusted, real-world data at scale, today… Read More (840 words)
- [Protege Acquires Calliope Networks, Unlocking Premium Video Data for AI Training](/articles/news/protege-acquires-calliope-networks-unlocking-premium-video-data-for-ai-training.html): Protege, the platform for AI training data, today announced its acquisition of Calliope Networks, a leader in aggregating media content for licensing by generative AI companies. Protege equips data and content holders with the tools to make their assets available for AI training use cases safely and efficiently,… Read More (890 words)
- [Syndesis Health and Protege Partner to Deliver Vast Global Healthcare Data for AI Training](/articles/news/syndesis-protege-healthcare-ai-training-data/index.html): BOSTON, MA, UNITED STATES, May 13, 2025 — Syndesis Health, one of the world’s largest holders of healthcare data, and Protege, the platform for AI training data, today announced a partnership to make Syndesis Health’s dataset available through the Protege Training Data Platform. This Syndesis dataset provides access to records… Read More (909 words)
- [Protege and HistoWiz Partner to Digitize and Unlock Pathology Data for AI Training](/articles/news/protege-histowiz-ai-training-data-pathology/index.html): Protege, the platform for AI training data, today announced a strategic partnership with HistoWiz, a leader in digital pathology services, to digitize pathology slides and make them accessible for artificial intelligence (AI) model development in healthcare. This collaboration addresses the challenge of vast collections of physical pathology slides that… Read More (814 words)
- [Protege Raises $10 Million and Launches Platform for AI Training Data](/articles/news/protege-raises-10-million-and-launches-platform-for-ai-training-data.html): Protege announced a $10 million seed round and the launch of its AI training data platform to help resolve one of the biggest issues in AI development — sharing and accessing the right training data. The round was led by CRV with participation from SV Angel, Liquid 2… Read More (723 words)
- [Protege and OmicsData Inc., Partner to Offer Global-Scale Multi-Omics and Longitudinal Clinical Data from Over 6 Million Patients](/articles/news/protege-and-omicsdata-inc-partner-to-offer-global-scale-multi-omics-and-longitudinal-clinical-data-from-over-6-million-patients.html): OmicsData Inc, a leader in data structuring across industries with special focus on multi-omics and clinical data across Asia and the Middle East, has partnered with Protege to make its longitudinal dataset available through the Protege AI Training Data Platform. With more than 6 million patient records and 100+ petabytes… Read More (706 words)
- [Protege and KC Publications Partner to Unlock Access to Cutting Edge Diabetes Research](/articles/news/protege-and-kc-publications-partner-to-unlock-access-to-cutting-edge-diabetes-research.html): KC Publications, a leading publisher of high-value medical content and research summaries, and Protege, the training and evaluation data expert for AI development, have partnered to make KC Publications’ exclusive library of diabetes research and scientific content available via the Protege platform. The collaboration unlocks a wide repository of… Read More (860 words)
- [Sidus Insights and Protege Partner to Share Real-World Data with AI Developers](/articles/news/sidus-insights-and-protege-partner-to-share-real-world-data-with-ai-developers.html): New York, NY and Niagara Falls, NY – January 13, 2025 – Protege, the AI training data platform, has entered into a strategic partnership with Sidus Insights, a leader in real-world healthcare data and a subsidiary of Harris Computer. This collaboration will enable Protege’s AI partners to… Read More (663 words)
- [Protege and PiZetta Media Partner to Bring Emotional Narrative Storytelling to Audiovisual AI Development](/articles/news/protege-and-pizetta-media-partner-to-bring-emotional-narrative-storytelling-to-audiovisual-ai-development.html): Protege, an AI data platform unlocking access to trusted, real-world data at scale, today announced a new partnership with PiZetta Media, adding authentic emotional narrative audiovisual and interview content to Protege’s growing catalogue sourced from high-quality media suppliers across six continents. Through this partnership, PiZetta Media’s library of video podcast… Read More (860 words)
- [Protege and HealthWise Data Partner to Bring SDOH Insights to Protege’s Platform](/articles/news/protege-and-healthwise-data-partner-to-bring-sdoh-insights-to-protege-s-platform.html): New York, NY and Roswell, GA – December 3, 2024 – Protege, the platform for AI training data, has announced a new strategic partnership with HealthWise Data, a data and analytics firm specializing in social determinants of health (SDOH), including unique individual-level health behavior propensities. Through this collaboration, developers… Read More (807 words)
- [Veritas Data Research Partners with Protege to Unlock Mortality Data for AI Training](/articles/news/veritas-data-research-partners-with-protege-to-unlock-mortality-data-for-ai-training.html): New York, NY and Claymont, DE – December 10, 2024 – Protege, the platform for AI training data, has entered into a strategic partnership with Veritas Data Research, a data collection and curation firm that specializes in foundational reference data. Through this collaboration, AI developers using Protege’s platform will gain… Read More (736 words)
- [Protege Announces $25 Million Series A to Expand AI Training Data Platform](/articles/news/protege-series-a/index.html): Protege, the platform designed to enable the secure exchange of proprietary data for artificial intelligence training, today announced the close of a $25 million Series A funding round. The round was led by Footwork, with participation from existing investors including CRV, Bloomberg Beta, Flex Capital, Shaper Capital, Liquid 2 Ventures,… Read More (800 words)
- [Protege and Altron HealthTech Partner to Deliver Multimodal, Longitudinal Healthcare Data from South Africa to AI Developers Worldwide](/articles/news/altron-longitudinal-healthcare-data/index.html): Altron HealthTech, a division of Altron TMT and a leading digital health provider in South Africa, has partnered with Protege, the platform for AI training data, to bring its expansive multimodal healthcare dataset to the Protege Training Data Platform. The partnership introduces one of the most comprehensive longitudinal datasets from… Read More (752 words)
- [Introducing Protege — Empowering Data Holders to Safely License Training Data to AI Developers](/articles/blog/introducing-protege-empowering-data-holders-to-safely-license-training-data-to-ai-developers.html): There are three foundational bottlenecks to developing AI: algorithms, computational power, and data. While the first two have robust markets around them, the process of obtaining data for training AI is currently a wild west — suboptimal for both owners of data/content as well as developers of AI. Shaper Capital… Read More (815 words)
- [Protege Partners with Centaur Labs for Multimodal Medical Annotation](/articles/news/protege-partners-with-centaur-labs-for-multimodal-medical-annotation.html): New York, NY and Boston, MA  – October 22, 2024 – Protege, the platform for AI training data, announced a partnership with Centaur Labs, a leader in health data annotation. Through this collaboration, developers who access medical and scientific data through Protege can now also seamlessly incorporate Centaur… Read More (760 words)
- [Protege and Segmed Partner to Unlock Medical Imaging Data for AI/ML Development](/articles/news/protege-and-segmed-partner-to-unlock-medical-imaging-data-for-ai-ml-development.html): New York, NY and Palo Alto, CA – November 25, 2024 – Protege, the platform for AI training data, announced a partnership with Segmed, the leader in providing real-world imaging data for health innovation. This collaboration unlocks exciting possibilities for developers, enabling them to access Segmed’s data assets through the… Read More (702 words)
- [Diaceutics Partners with Protege Incorporating Comprehensive Genomic and Lab Data for AI Training](/articles/news/diaceutics-partners-with-protege-incorporating-comprehensive-genomic-and-lab-data-for-ai-training.html): New York, NY and Belfast, UK – November 5, 2024 – Protege, the platform for AI training data, announced a partnership today with Diaceutics, a leading technology and solutions provider to the pharma and biotech industry, to incorporate a comprehensive diagnostic data product into Protege’s platform.   Diaceutics has… Read More (615 words)
- [Protege and Sunboy Animation and Toys Partner to Offer High-Quality Animation and 3D Modeling](/articles/news/protege-and-sunboy-animation-and-toys-partner-to-offer-high-quality-animation-and-3d-modeling.html): Protege is excited to announce our partnership with SunBoy Animation and Toys! SunBoy is a leading creator of high-quality animated content, 3D modeling, and toy development — known for bringing vibrant, character-driven worlds to life across TV, anime, and consumer products. Through this partnership, SunBoy joins Protege’s growing catalog of… Read More (501 words)
- [Protege and HC1 Partner to Provide One of the Largest De-Identified Lab Data Repositories for AI Development](/articles/news/hc1-data-partnership-healthcare/index.html) (645 words)
- [Socially Determined Partners with Protege Incorporating Social Risk Data for AI Training](/articles/news/socially-determined-partners-with-protege-incorporating-social-risk-data-for-ai-training.html): Protege, the platform for AI training data, announced a partnership with Socially Determined, a social risk analytics and solutions company leading the integration of health and social care. Through this collaboration, AI developers will gain access to Socially Determined’s comprehensive social risk data through the Protege platform.   Socially… Read More (727 words)
- [All Rights Consulting and Protege Partner to Unlock Premium Sports Content for AI Developers](/articles/news/all-rights-consulting-protege-ai-sports-content/index.html): All Rights Consulting, a leader in global sports content, announced an exclusive partnership with Protege, the AI training data platform, to unlock thousands of hours of premium sports content for AI developers worldwide. Through this collaboration, All Rights Consulting’s high-quality international archive is now available via Protege, giving AI teams… Read More (495 words)
- [Protege Partners with Autentic to Unlock Premium Global Content for AI Training](/articles/news/protege-partners-with-autentic-to-unlock-premium-global-content-for-ai-training.html): Protege, the AI training data platform, is excited to announce a strategic partnership with Autentic, a leading German producer and distributor, to make premium unscripted international content available to AI developers worldwide. Autentic is one of the leading German producers and distributors of premium documentaries and factual… Read More (504 words)
- [Gradient Health Partners with Protege to Integrate Medical Imaging Data for AI Training](/articles/news/gradient-health-partners-with-protege-to-integrate-medical-imaging-data-for-ai-training.html): New York, NY and Durham, NC – October 29, 2024 – Protege, the platform for AI training data, announced a partnership today with Gradient Health, the leading provider of medical imaging datasets. Through this collaboration, Protege and Gradient Health will provide developers with access to millions of de-identified medical… Read More (642 words)
- [Check out Protege on Out-Of-Pocket!](/articles/blog/protege-on-oop/index.html): We asked Nikhil Krishnan, healthcare industry guru, comedian, and founder of Out-of-Pocket, to distill the Protege business and our value proposition to the AI healthcare market. He was able to do it in just a couple pages and will make you laugh along the way. Check it out here:… Read More (343 words)

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