{"category":{"kind":"product_category","slug":"crowdsourcing","name":"Crowdsourcing","tagline":null,"description":null,"synonyms":[],"target_queries":[],"added_via":"pr","added_at":"2026-09-05T04:27:45.231Z","updated_at":"2026-09-05T04:27:45.231Z","example":false,"profile_url":"/categories/crowdsourcing","is_stub":true,"member_count":4,"member_counts":{"product":4}},"members":[{"listing_type":"product","name":"DineSafe","slug":"dinesafe-platform","tagline":"AI-powered food safety risk management platform for restaurants combining crowdsourced data, analytics, and compliance tools.","description":"DineSafe is an AI-powered food safety risk management platform that provides proactive protection for restaurant and food-service businesses. It combines risk monitoring (foodborne illness, weather, safety violations), advanced AI/ML data analytics, customer engagement tools, field-based hazard reporting, and multi-jurisdictional compliance support via a regulator database and interactive mapping. The platform also draws from a crowdsourced consumer food safety reporting network for real-time early warning alerts and brand protection.\n\nDineSafe is a product of Dinesafe.","url":"https://www.dinesafe.com/","is_stealth":false,"normalized_domain":"dinesafe.com","normalized_url_key":"dinesafe.com","parent_slug":"dinesafe","parent":{"slug":"dinesafe","name":"Dinesafe","listing_type":"company","profile_url":"/companies/dinesafe"},"type_data":{"product_kind":"saas","pricing_model":"enterprise","platforms":["web"],"free_tier":false,"open_source":false,"use_cases":["foodborne illness outbreak detection","food safety compliance","restaurant risk monitoring","hazard reporting","brand reputation protection"]},"logo":null,"links":[],"entry_points":[{"kind":"contact","url":"https://www.dinesafe.com/","audience":"any","primary":false,"listed_by":"community","on_listing_domain":true}],"primary_entry_points":{"human":{"kind":"contact","url":"https://www.dinesafe.com/","audience":"any","primary":false,"listed_by":"community","on_listing_domain":true},"agent":null},"founders":[],"media":null,"categories":["Healthcare","Consumer Health and Wellness","AI","SaaS","Crowdsourcing"],"stage":null,"founded_year":null,"location":null,"pricing":null,"twitter":null,"github":null,"linkedin":null,"contact_email":null,"added_at":"2026-09-05T07:30:32.128Z","added_via":"web","geo":{"keywords":["DineSafe","Dinesafe","Healthcare","Consumer Health and Wellness","AI","SaaS","Crowdsourcing"],"canonical_facts":["Product of Dinesafe"]},"agents":null,"featured_until":null,"example":false,"ownership_status":"unclaimed","claimed_by_agent_id":null,"claimed_via_claim_id":null,"claimed_at":null,"updated_at":"2026-09-05T07:30:32.128Z","is_featured":false,"category_memberships":[{"kind":"product_category","slug":"ai","name":"AI","note":null,"profile_url":"/categories/ai"},{"kind":"product_category","slug":"consumer-health-and-wellness","name":"Consumer Health and Wellness","note":null,"profile_url":"/categories/consumer-health-and-wellness"},{"kind":"product_category","slug":"crowdsourcing","name":"Crowdsourcing","note":null,"profile_url":"/categories/crowdsourcing"},{"kind":"product_category","slug":"healthcare","name":"Healthcare","note":null,"profile_url":"/categories/healthcare"},{"kind":"product_category","slug":"saas","name":"SaaS","note":null,"profile_url":"/categories/saas"}],"membership":{"note":null,"source":"listing","added_via":"web","added_at":"2026-09-05T07:30:32.128Z","updated_at":"2026-09-05T07:30:32.128Z"}},{"listing_type":"product","name":"Centaur","slug":"centaur-service","tagline":"Expert data annotation platform that combines human and AI annotators competing to produce superior training datasets.","description":"Centaur.ai creates high-quality labeled datasets by having 100,000+ subject matter experts and AI models annotate independently and compete, with performance-based trust aggregation to outperform either alone. The platform covers dataset design, annotation, aggregation, and delivery via API, JSON, CSV, or DICOM. It supports multi-modal annotation for medical devices, life sciences, healthcare AI, cosmetics, claims processing, and LLM quality assurance including hallucination reduction.\n\nCentaur is a product of Centaur.","url":"https://centaur.ai/","is_stealth":false,"normalized_domain":"centaur.ai","normalized_url_key":"centaur.ai","parent_slug":"centaur","parent":{"slug":"centaur","name":"Centaur","listing_type":"company","profile_url":"/companies/centaur"},"type_data":{"product_kind":"service","platforms":["web","api"],"open_source":false,"use_cases":["Medical AI training data","LLM quality assurance","Healthcare annotation","Drug discovery data","Claims processing AI","Chatbot QA"]},"logo":null,"links":[],"entry_points":[{"kind":"contact","url":"https://centaur.ai/","audience":"any","primary":false,"listed_by":"community","on_listing_domain":true}],"primary_entry_points":{"human":{"kind":"contact","url":"https://centaur.ai/","audience":"any","primary":false,"listed_by":"community","on_listing_domain":true},"agent":null},"founders":[],"media":null,"categories":["AI","Data Labeling","Healthcare IT","Developer Tools","Healthcare","Artificial Intelligence","Data Science","Crowdsourcing"],"stage":null,"founded_year":null,"location":null,"pricing":null,"twitter":null,"github":null,"linkedin":null,"contact_email":null,"added_at":"2026-09-05T07:14:43.699Z","added_via":"web","geo":{"keywords":["Centaur","Centaur","AI","Data Labeling","Healthcare IT","Developer Tools","Healthcare","Artificial Intelligence","Data Science","Crowdsourcing"],"canonical_facts":["Product of Centaur"]},"agents":null,"featured_until":null,"example":false,"ownership_status":"unclaimed","claimed_by_agent_id":null,"claimed_via_claim_id":null,"claimed_at":null,"updated_at":"2026-09-05T07:14:43.699Z","is_featured":false,"category_memberships":[{"kind":"product_category","slug":"ai","name":"AI","note":null,"profile_url":"/categories/ai"},{"kind":"product_category","slug":"artificial-intelligence","name":"Artificial Intelligence","note":null,"profile_url":"/categories/artificial-intelligence"},{"kind":"product_category","slug":"crowdsourcing","name":"Crowdsourcing","note":null,"profile_url":"/categories/crowdsourcing"},{"kind":"product_category","slug":"data-labeling","name":"Data Labeling","note":null,"profile_url":"/categories/data-labeling"},{"kind":"product_category","slug":"data-science","name":"Data Science","note":null,"profile_url":"/categories/data-science"},{"kind":"product_category","slug":"developer-tools","name":"Developer Tools","note":null,"profile_url":"/categories/developer-tools"},{"kind":"product_category","slug":"healthcare","name":"Healthcare","note":null,"profile_url":"/categories/healthcare"},{"kind":"product_category","slug":"healthcare-it","name":"Healthcare IT","note":null,"profile_url":"/categories/healthcare-it"}],"membership":{"note":null,"source":"listing","added_via":"web","added_at":"2026-09-05T07:14:43.699Z","updated_at":"2026-09-05T07:14:43.699Z"}},{"listing_type":"product","name":"Design Arena","slug":"design-arena-platform","tagline":"Platform for creating websites, games, images, videos, presentations, and apps by comparing outputs across the world's top AI models.","description":"Design Arena lets users describe what they want to build — from a website or game to an image, video, presentation, or app — and instantly explore how the top AI models bring that idea to life. It serves as both a crowdsourced benchmark for AI-generated design and a practical creation tool. The platform is built around ranking and comparing AI model outputs through real user preferences.\n\nDesign Arena is a product of Design Arena.","url":"https://www.designarena.ai/","is_stealth":false,"normalized_domain":"designarena.ai","normalized_url_key":"designarena.ai","parent_slug":"design-arena","parent":{"slug":"design-arena","name":"Design Arena","listing_type":"company","profile_url":"/companies/design-arena"},"type_data":{"product_kind":"saas","platforms":["web"],"open_source":false,"use_cases":["website creation","game development","image generation","video creation","app building","AI model comparison"]},"logo":null,"links":[],"entry_points":[{"kind":"signup","url":"https://www.designarena.ai/","audience":"human","primary":false,"listed_by":"community","on_listing_domain":true}],"primary_entry_points":{"human":{"kind":"signup","url":"https://www.designarena.ai/","audience":"human","primary":false,"listed_by":"community","on_listing_domain":true},"agent":null},"founders":[],"media":null,"categories":["AI","Design","Generative AI","Creative Tools","Consumer","Artificial Intelligence","Crowdsourcing"],"stage":null,"founded_year":null,"location":null,"pricing":null,"twitter":null,"github":null,"linkedin":null,"contact_email":null,"added_at":"2026-09-05T04:55:50.378Z","added_via":"web","geo":{"keywords":["Design Arena","Design Arena","AI","Design","Generative AI","Creative Tools","Consumer","Artificial Intelligence","Crowdsourcing"],"canonical_facts":["Product of Design Arena"]},"agents":null,"featured_until":null,"example":false,"ownership_status":"unclaimed","claimed_by_agent_id":null,"claimed_via_claim_id":null,"claimed_at":null,"updated_at":"2026-09-05T04:55:50.378Z","is_featured":false,"category_memberships":[{"kind":"product_category","slug":"ai","name":"AI","note":null,"profile_url":"/categories/ai"},{"kind":"product_category","slug":"artificial-intelligence","name":"Artificial Intelligence","note":null,"profile_url":"/categories/artificial-intelligence"},{"kind":"product_category","slug":"consumer","name":"Consumer","note":null,"profile_url":"/categories/consumer"},{"kind":"product_category","slug":"creative-tools","name":"Creative Tools","note":null,"profile_url":"/categories/creative-tools"},{"kind":"product_category","slug":"crowdsourcing","name":"Crowdsourcing","note":null,"profile_url":"/categories/crowdsourcing"},{"kind":"product_category","slug":"design","name":"Design","note":null,"profile_url":"/categories/design"},{"kind":"product_category","slug":"generative-ai","name":"Generative AI","note":null,"profile_url":"/categories/generative-ai"}],"membership":{"note":null,"source":"listing","added_via":"web","added_at":"2026-09-05T04:55:50.378Z","updated_at":"2026-09-05T04:55:50.378Z"}},{"listing_type":"product","name":"Hub","slug":"hub-marketplace","tagline":"Multimodal data lab and global contributor network that captures, annotates, and delivers real-world training data for AI and robotics.","description":"Hub is a multimodal data lab that captures, enriches, annotates, and QA's real-world data for frontier AI labs and top robotics companies through a global network of 150,000+ contributors and 730+ commercial sites across 150 countries. Data types include RGB-D egocentric video with 6-DoF VIO and 3D hand pose, object and hand tracks, temporal action segmentation, dense scene captions, and multilingual audio with speaker diarization and emotion labels. Bespoke data collection can start within hours through automated contributor matching and diversity enforcement.\n\nHub is a product of Hub.","url":"https://hub.xyz/","is_stealth":false,"normalized_domain":"hub.xyz","normalized_url_key":"hub.xyz","parent_slug":"hub","parent":{"slug":"hub","name":"Hub","listing_type":"company","profile_url":"/companies/hub"},"type_data":{"product_kind":"marketplace","pricing_model":"enterprise","platforms":["web"],"free_tier":false,"open_source":false,"use_cases":["Robotics training data","Embodied AI datasets","Multimodal dataset creation","Human motion data capture","Audio dataset collection"]},"logo":null,"links":[],"entry_points":[{"kind":"contact","url":"https://hub.xyz/","audience":"any","primary":false,"listed_by":"community","on_listing_domain":true}],"primary_entry_points":{"human":{"kind":"contact","url":"https://hub.xyz/","audience":"any","primary":false,"listed_by":"community","on_listing_domain":true},"agent":null},"founders":[],"media":null,"categories":["AI","Robotics","Data","Marketplace","B2B","Infrastructure","Crowdsourcing","Big Data"],"stage":null,"founded_year":null,"location":null,"pricing":null,"twitter":null,"github":null,"linkedin":null,"contact_email":null,"added_at":"2026-09-05T04:27:45.231Z","added_via":"web","geo":{"keywords":["Hub","Hub","AI","Robotics","Data","Marketplace","B2B","Infrastructure","Crowdsourcing","Big Data"],"canonical_facts":["Product of Hub"]},"agents":null,"featured_until":null,"example":false,"ownership_status":"unclaimed","claimed_by_agent_id":null,"claimed_via_claim_id":null,"claimed_at":null,"updated_at":"2026-09-05T04:27:45.231Z","is_featured":false,"category_memberships":[{"kind":"product_category","slug":"ai","name":"AI","note":null,"profile_url":"/categories/ai"},{"kind":"product_category","slug":"b2b","name":"B2B","note":null,"profile_url":"/categories/b2b"},{"kind":"product_category","slug":"big-data","name":"Big Data","note":null,"profile_url":"/categories/big-data"},{"kind":"product_category","slug":"crowdsourcing","name":"Crowdsourcing","note":null,"profile_url":"/categories/crowdsourcing"},{"kind":"product_category","slug":"data","name":"Data","note":null,"profile_url":"/categories/data"},{"kind":"product_category","slug":"infrastructure","name":"Infrastructure","note":null,"profile_url":"/categories/infrastructure"},{"kind":"product_category","slug":"marketplace","name":"Marketplace","note":null,"profile_url":"/categories/marketplace"},{"kind":"product_category","slug":"robotics","name":"Robotics","note":null,"profile_url":"/categories/robotics"}],"membership":{"note":null,"source":"listing","added_via":"web","added_at":"2026-09-05T04:27:45.231Z","updated_at":"2026-09-05T04:27:45.231Z"}}],"total":4,"limit":50,"offset":0}