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Compare training data & labeling products for capabilities, deployment, pricing, and enterprise readiness. Ranked using verified practitioner feedback, product research, and enterprise trust signals.
| Company | Description | Matching products |
|---|---|---|
| CVAT.ai Corporation | Operates an interactive video and image annotation platform for computer vision, offering cloud, self-hosted, and managed labeling services. | |
| Cinder | Cinder helps high-growth companies design, automate, and scale modern trust and safety operations. Its mission-critical infrastructure protects platforms from abuse, fraud, and manipulation through AI agents, human review, quality assurance, and managed services. | |
| Data Spree GmbH |
| AI-based image processing and computer vision company offering a full-stack platform and application solutions for traffic monitoring, quality inspection, logistics, and embedded AI. |
| Datoric | Custom multimodal data collection and dataset programs for computer-use agents, voice AI, video understanding, robotics, and physical AI systems. |
| HUD AI | The platform for building RL environments. Train specialized agents, evaluate models, and deliver frontier-grade post-training data to labs. |
| Hillclimb, Inc. | Hillclimb operates a virtual lab where AI can continuously experiment and learn to become research scientists, focusing on aggregating human research data and automating RL environment creation for recursive self-improvement. |
| Iota Medtech Pte. Ltd. | Singapore-based company operating an end-to-end platform for healthcare innovators and radiologists to co-create AI solutions and deploy them in hospital and healthcare settings. |
| Linker Vision Co., Ltd. | AI and computer vision company offering the Linker VisionAI Platform, a Data-Centric Continuous Learning Platform with cloud-edge integration for 5G AIoT scenarios, available as Software-as-a-Service through AWS Marketplace. |
| Liva AI | The data layer for more emotionally intelligent AI. Creates datasets from real conversations that capture emotion, nuance, context, and intent, partnering with frontier AI labs to train speech and multimodal models. |
| Luvu, Inc. | Company behind Basis, the human data behind frontier AI. Trusted by leading research institutions and companies, with 1M+ contributors worldwide. |
| MVTec Software | MVTec Software GmbH is a leading international manufacturer of machine vision software, offering a portfolio that includes HALCON, MERLIC, and the Deep Learning Tool. |
| MangoDesk | MangoDesk evaluates and improves AI on meaningful use cases via production-grade RL environments, accelerating custom evals and post-training data creation. |
| Markov Studios | Provider of data and environments for training computer-use AI, capturing human-computer interaction patterns into structured datasets for model training. |
| NYB | AI-first drug discovery and nutraceuticals company that advances therapeutics and nutraceuticals through an integrated discovery platform. |
| Outlier AI | A platform operated by Scale AI that connects experts with leading AI companies to provide human feedback that improves language learning models (LLMs). |
| Papa Reo | A multilingual language platform grounded in indigenous knowledge and ways of thinking, powered by cutting edge data science. Enables smaller indigenous language communities to develop their own speech recognition and natural language processing capabilities while maintaining data sovereignty. |
| PerfectBit, Inc. | Builds verifier-grounded training data for frontier model teams, producing specialized data for the world's most powerful models using formal proof systems, simulators, executable tests, and oracle databases. |
| RedBrick AI | A software platform designed for radiology AI teams to build and scale ground truth data, focusing on rapid medical data annotation. |
| Reprompt AI, Inc. | Reprompt AI, Inc. provides AI-driven business data verification and location intelligence services, leveraging AI agents to verify business identity, conduct risk screening, and provide global location verification. |
| Sensei Robotics | The robotics data marketplace connecting robotics companies to a network of human operators collecting in-the-wild training data. |
| StableBrowse Inc. | Provides hard-to-find real-world data for frontier AI training runs — sourced, labeled, and enriched with provenance. |
| Sureform | Collects high-quality multimodal human data, starting with video, to help build AI models that interact more naturally with the world. |
| TELUS Digital | A customer experience innovator that designs, builds and delivers next-gen digital solutions for global and disruptive brands. |
| Tuba.AI | World's first end-to-end tool for building computer vision workflows, enabling no-code AI vision pipeline building from data input to deployment. |
| iMerit | iMerit provides expert-managed AI data annotation, validation, and model fine-tuning services, combining a proprietary automation platform and a global community of subject matter experts. |