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Data Annotation
Model-in-the-loop, expert-verified labeling for text, audio, image and video
Machine Translation
High-quality multilingual content for global AI systems
Data Collection
Global, diverse datasets for AI training at scale
Conversational AI
Natural, bias-free voice and chat experiences worldwide
Data & Model Evaluation
Rigorous testing to ensure accuracy, fairness and quality
Accelerat.ai
Smarter multilingual AI agent support for global businesses
API Documentation
Start building apps with defined.ai
Blog
Your go-to blog for the latest in conversational AI, generative tech and speech recognition
Case Studies
Proven AI customer stories across industries and domains
Use Cases
Detailed use cases for a wide range of AI solutions
White Papers
See how our AI and ML case studies helped companies achieve their goals
AI Avatars & Voice Bots
Discover how AI-powered avatars are transforming digital connections worldwide
FAQ
Answers to common questions about our AI data and solutions
Monetize your data ethically and easily with Defined.ai’s Partnership Programs. Whether you own or process data, create new revenue streams for your business.
Your business generates valuable data every day. Defined.ai helps you turn that data into meaningful new sources of income—quickly, safely and with almost no lift from your team.
With over a decade running the world’s largest AI data marketplace—supported by strong industry relationships, global ethical certifications and more than 100 partners across every industry—we manage the full monetization process while you stay focused on your core business.
Who you are
Any business that generates or aggregates data
Professional AI service providers
What you offer
Audio, video, image, text or multimodal data
Expert, scalable data collection and annotation capabilities
Revenue potential
Licensing fees from data marketplace sales
Project-based jobs on a one-off or repeating basis
Who you are
Any business that generates or aggregates data
What you offer
Audio, video, image, text or multimodal data
Revenue potential
Licensing fees from data marketplace sales
Data marketplaces are the most reliable and efficient way to find AI data—Gartner® predicts 50% of enterprise AI projects will use one by 2028, up from just 5% today. Our data marketplace supplies everyone from cutting-edge startups and innovators to international AI heavyweights: join one of the Defined.ai Partnership Programs and make your data work for you.
Below is a list of current requests by customers. We give priority to businesses that meet the description criteria.
Productivity-related data like anonymized chats, email threads, documents, meeting notes, logs and telemetry from Microsoft Office 365 products. logs and telemetry from Microsoft Office.
High-quality coding projects, ideally with meta-information, like code reviews, pull requests, commits, etc.
Video and/or sensor data of people or robots performing tasks such as household chores, manufacturing, warehouse activities etc.
High-quality, produced video content such as movies and TV shows, documentaries and animation.
Conversational speech data with each participant recorded on a separate audio channel.
Productivity-related data like anonymized chats, email threads, documents, meeting notes, logs and telemetry from Microsoft Office 365 products. logs and telemetry from Microsoft Office.
High-quality coding projects, ideally with meta-information, like code reviews, pull requests, commits, etc.
Video and/or sensor data of people or robots performing tasks such as household chores, manufacturing, warehouse activities etc.
High-quality, produced video content such as movies and TV shows, documentaries and animation.
Conversational speech data with each participant recorded on a separate audio channel.
Unsure if your business is the right fit for our Partnership Programs? Our in-house experts will guide you along the way in four easy steps.
1
Create a Jira account
2
Market research into potential commercial opportunities
3
Evaluation of your data quality, volume and organization, and available metadata
4
Assessment of your licensing rights as well as legal, compliance and cybersecurity checks
You’re able to deliver data collection or annotation projects
You have the infrastructure, commercial relationships and contacts to collect bespoke datasets, at either real-world or professional-studio quality. Or you have the business capacity to annotate AI data at scale.
“When we first discussed selling our publications on Defined.ai’s data marketplace, we were skeptical: everyone’s heard of the copyright abuse and unethical behavior in the AI data market. But we quickly realized that they shared our values and lead the charge to pay data license holders fairly. Thanks to Defined.ai’s leadership and AI training data contacts, we now have a safe—and lucrative!—way to bring our data to market.”
An academic journal and book publisher
Below we’ve answered the most common questions about data requirements, compliance expectations and how our AI partnerships work end to end. Explore the full FAQ
Defined.ai values partners who demonstrate strong delivery capabilities, specialized expertise, and the ability to consistently meet high quality standards.
Partners can offer services such as data collection, data annotation, human feedback, and domain or language-specific expertise.
Projects are matched based on your expertise, availability, and alignment with client requirements, ensuring a strong fit for both parties.
Service partners are expected to meet enterprise-grade quality standards, including consistency, accuracy, and adherence to defined delivery processes.
Engagements are typically project-based or program-based, depending on the scope and duration of the work. Commercial details are defined for each engagement.
Enterprise experience is beneficial but not mandatory. Specialized expertise, strong delivery capabilities, and solid quality processes are equally important.
Both are possible. Some engagements are project-specific, while others evolve into longer-term or recurring collaborations.
