Scam Alert: We’ve detected unauthorized use of the Defined.ai name.Read the notice
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 currently have data but aren’t monetizing it
You actively source data to sell and are looking for more sales opportunities
Through your business operations (customer interactions, stock information, shipping routes etc.) you generate data (sales, marketing, logistics etc.). You use and store it internally but don’t know how to monetize it—and want to avoid potentially costly legal action if it’s mishandled. Or your business model is to create and collect data to sell, and you want more visibility for your assets.
“Partnering with Defined.ai to monetize our data ethically has been a game-changer. In a shifting media landscape, finding new revenue streams isn’t a bonus but a necessity. After a simple onboarding process, we got multiple sales opportunities in the first few months. Since then, we’ve continued to grow our income from licensing our data, and with minimal investment on our end!”
A podcast and video media aggregator
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
You can provide text, audio, image, video, or multimodal datasets. This includes both general-purpose data and domain-specific or hard-to-source datasets, provided they meet quality and compliance requirements.
All data must be ethically sourced, including proper consent, documentation, and the right to commercialize the data for AI training. Partners are expected to comply with applicable regulations and follow responsible data collection practices.
Datasets go through a review process focused on quality, relevance, and compliance. This ensures that the data meets enterprise standards before becoming available in the marketplace.
Data is monetized through dataset licensing driven by marketplace demand. Commercial terms depend on the dataset type, usage, and customer needs, and are always aligned with and approved by the partner.
Yes. Data usage is governed by clearly defined licensing terms and agreed use cases, ensuring alignment with the intended scope and compliance requirements. Individual restrictions can also be considered on a case-by-case basis.
There is no fixed minimum. Requirements depend on the dataset type, domain, and expected use cases. Smaller or niche datasets may still be valuable.
