Grind. Earn. Grow.
Work on customer and community projects. You are in control.
Fairgrind’s primary objective is to create an AI training marketplace where anyone can learn how to train and fine-tune AI models.
Work as a freelancer
AI development companies and businesses seeking AI-driven innovations can hire Grinders from the marketplace and pay fixed fees for their work.
Get a stake
The high cost of AI training often hinders startups and SMEs from embracing AI innovations.
Fairgrind offers a solution through AI model tokenization. Project creators invite Grinders to train and fine-tune AI models in exchange for a share in the future revenue generated by the AI product. Tokens are distributed to participating Grinders, and any subsequent revenue is automatically shared with them as royalties.
Fairgrind can go beyond the freelancer jobs. A large and skilled community is strong enough to step up, and transition into digital entrepreneurs.
Community data sets
Grinders form teams, and collaborate to initiate projects, creating extensive annotated data sets tailored to specific niche topics.
These data sets are tokenized, granting each team member a stake. Companies in need of such data set for AI training can purchase it, and revenue is automatically distributed based on token ownership.
Build your AI model
Grinders form comprehensive teams to train and configure AI models for specific applications.
They collect data, train, fine-tune the model on Fairgrind, and then offer it for sale on the Fairgrind marketplace, charging recurring monthly fees. Each team member reaps the benefits through royalties.
Grind your way to Digital Enterpreneurship
Benefits for Grinders

Train-to-Earn
Be part of the cutting-edge Train-to-Earn model, where your training efforts directly translate into earnings.

Be a shareholder
Become a shareholder in AI products and Fairgrind’s success with our “Fair Training” model.

Shape the future
Through training and fine tuning, you can form the everyday applications of the future.

Build your reputation
Become an AI trainer, a profession with huge future potential. You don’t need any previous AI training knowledge to become a Grinder!

Shape your entrepreneurial journey
Invest your time and efforts on your terms and build a rewarding digital entrepreneurship path.

Join a supportive community
Be part of a collaborative ecosystem that encourages your growth and success.
Fostering community innovation
Step up to be a Digital Enterpreneur
Community projects empower Grinders to unleash their creativity and shape the AI models of the future.
Whether it’s categorizing flowers through photos, monitoring pipelines via drones, analyzing team dynamics in images, or gauging sentiment in crypto tweets, the potential for AI is boundless. Here’s your chance to become a stakeholder in this transformative journey!

Come up with an idea
Do you have a compelling AI use case, whether niche or mainstream?

Create a project
Step into the role of a community creator and define your project’s specifics.

Assemble your team
Persuade fellow Grinders to join your initiative, build a cohesive team, and clarify project details.

Tokenize your project
Fairgrind automates the minting of project tokens according to your predefined criteria.

Secure funding
Allow Grinders to acquire a share of your project tokens with cryptocurrency, turning them into stakeholders.

Collaborate and train
Engage with your team to collect data, annotate, and fine-tune, following the standard project process.

Market your product / service
Offer your training corpus or AI model for sale, with Fairgrind handling settlement management.

Share the success
All incoming revenue is automatically shared among token holders in proportion to the number of tokens they hold.
FAQ for Grinders
What kind of skill do I need to become a Grinder?
You don’t need any AI or software development skills.
During AI training, a lot of data (texts, images, video, etc.) needs to be labeled. Labeling enables the AI model to understand the context of the data. For example, if we want to train an AI model to recognize cats in photos, we need a lot of photos with cats, and labeling means framing the cat figures in the photos, so the AI model will be able to learn from the data.
You will need to learn how to use labeling on photos or text, but you will be able to learn it quickly on Fairgrind’s courses.
And to apply for certain projects, Grinders will need domain knowledge. If a project requires Grinders to label airplane engine parts, or estimate an illness according to symptoms, those tasks probably require specific knowledge.
How does royalty revenue work?
When an AI creator starts a new project on Fairgrind, they can decide to pay flat fees to Grinders or tokenize their AI model and pay with those tokens. The tokens in this case represent a certain stake in the AI model, and whenever the AI model generates revenues, those Grinders who own tokens of the respective project are entitled to a share of the revenue.
For example, a project creator plans an AI-based mobile app that can guess the type of plants from photos. They create 10,000 PLANT tokens, which in total represent 30% of the earnings of the mobile app. They need Grinders to label lots of plant photos with the name of the respective plant. Each Grinder who works on the training gets PLANT tokens depending on the quantity of the tasks they completed. When the training is ready, the mobile app gets launched, and in the future, all Grinders can expect royalty revenues if the app becomes successful.
How will I access my earnings?
You can monitor your balance on Fairgrind, whether it’s flat fees, royalty payments, or your share of Fairgrind tokens.
You will be able to withdraw money anytime (above a certain sum) either in USD via PayPal or in a cryptocurrency.
You don’t need any AI or software development skills.
During AI training, a lot of data (texts, images, video, etc.) needs to be labeled. Labeling enables the AI model to understand the context of the data. For example, if we want to train an AI model to recognize cats in photos, we need a lot of photos with cats, and labeling means framing the cat figures in the photos, so the AI model will be able to learn from the data.
You will need to learn how to use labeling on photos or text, but you will be able to learn it quickly on Fairgrind’s courses.
And to apply for certain projects, Grinders will need domain knowledge. If a project requires Grinders to label airplane engine parts, or estimate an illness according to symptoms, those tasks probably require specific knowledge.
When an AI creator starts a new project on Fairgrind, they can decide to pay flat fees to Grinders or tokenize their AI model and pay with those tokens. The tokens in this case represent a certain stake in the AI model, and whenever the AI model generates revenues, those Grinders who own tokens of the respective project are entitled to a share of the revenue.
For example, a project creator plans an AI-based mobile app that can guess the type of plants from photos. They create 10,000 PLANT tokens, which in total represent 30% of the earnings of the mobile app. They need Grinders to label lots of plant photos with the name of the respective plant. Each Grinder who works on the training gets PLANT tokens depending on the quantity of the tasks they completed. When the training is ready, the mobile app gets launched, and in the future, all Grinders can expect royalty revenues if the app becomes successful.
You can monitor your balance on Fairgrind, whether it’s flat fees, royalty payments, or your share of Fairgrind tokens.
You will be able to withdraw money anytime (above a certain sum) either in USD via PayPal or in a cryptocurrency.