Company Overview
About Defined.ai
Defined.ai (formerly DefinedCrowd) is a Lisbon, Portugal-based AI data marketplace and training data platform founded in 2015 by Daniela Braga. The company operates the largest global marketplace of ethically sourced AI training data, providing enterprises with ready-to-use datasets across audio, image, video, text, and multimodal formats — all delivered via API for speed and scale. Defined.ai's mission is to accelerate responsible AI development by ensuring every dataset on its platform is sourced with explicit contributor consent, fair compensation, and full regulatory compliance.
Business Model & Competitive Advantage
The company's data marketplace connects AI teams at major enterprises and government agencies to a crowd of over 1.6 million global experts spanning 150+ countries and 500+ languages, dialects, and locales. In 2025, Defined.ai reported 65% revenue growth year-over-year, driven by rising global demand for compliant, high-quality AI training datasets as organizations scale foundation model development and fine-tuning programs. The Data Marketplace also saw a 1,200% increase in third-party partner datasets in 2025, reflecting the platform's security architecture, licensing controls, and immediate revenue generation potential for data contributors.
Competitive Landscape 2025–2026
Defined.ai holds ISO 27001 (information security), ISO 27701 (privacy information management), and ISO 42001 (AI management system) certifications, and is compliant with GDPR and HIPAA — making it one of the most compliance-certified AI data providers globally. The company serves more than 80 of the world's leading AI organizations and has been recognized by the World Economic Forum as a technology innovator. Its ethical sourcing model and compliance posture position it as a preferred partner for enterprises and government bodies with strict data provenance and privacy requirements.
Key Differentiators
Strong Challenger
Defined.ai is an established challenger with significant market presence and competitive offerings in Artificial Intelligence.
Frequently Asked Questions
Estimated Visibility Trend (Beta)
Simulated 8-week rolling score
Based on estimated brand signals. Historical tracking coming soon.
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