FAQ

Frequently Asked Questions

Welcome to AIDC — the marketplace where data engineers can monetize and trade high-quality datasets for AI deep learning.


About AIDC

What AIDC is and how it works

What is AIDC and how is it different?

Data drives learning in our current generation of AI systems. AIDC is a marketplace where data engineers and organizations can monetize and trade high-quality datasets for AI deep learning. We connect the people who have valuable data with the teams that need it — creating a structured, licensed, audited exchange rather than an informal transfer. Everyone benefits.

Shouldn't data be open and free?

Much data is open. Platforms like Reddit and LinkedIn have made large volumes of data available or accessible at various points, and open datasets remain a valuable resource. But not all data is open, not all open data is structured for training, and assembling it from dozens of scattered sources is expensive work. The point is, to get all the data, in one package, to make specific training scenarios easy.

What does AIDC get out of this?

We get a cut of each transaction — it averages to around 20%. That fee funds platform operations, auditing, marketing, and infrastructure. We also make a bit on hosting datasets, but that's mostly a wash to make it easier for individuals who want to post up their datasets and build their marketplaces.

AIDC used to operate under a different name — what changed?

Yes, we started as a non-profit data distribution platform. Over time it became clear that a sustainable commercial model — with proper auditing, licensing infrastructure, and active marketing — would do more for the data ecosystem than a non-profit could. We transitioned to AIDC as a commercial marketplace while keeping our commitment to the data community. We will be actively contributing to open source focused on data transformation making it easier to convert data from various sources to better structures, such as JSON and JSONL for training purposes.


For Sellers

Listing and selling your datasets

Who can sell datasets on AIDC?

You can be an individual or a company. If you have collected, curated, or produced data through your work or business operations, and you hold the rights to distribute it, you are eligible to list on AIDC. You can turn that data into a passive income stream to subsidize your profits.

What kinds of datasets are in demand?

We see demand for fine tuning and RAG for LLMs with unstructured data in JSON and CSV file formats. Domain-specific datasets — particularly those suited for models like Meta's Llama or DeepSeek — are consistently sought after. Demand shifts with the research frontier. Keep track of our blog posts on the most active trends in datasets and model training scenarios.

What about data privacy and confidentiality?

You must own the rights to the datasets that you want to distribute and license. If your data contains personal information subject to HIPAA, PII regulations, GDPR, or CCPA, you are responsible for ensuring that any data you list complies with those requirements before posting. Our Code of Conduct sets out seller obligations in detail. In many cases, sensitive fields can be removed or anonymized. The remaining data can still be very valuable for model training scenarios.

How do I set my licensing terms?

We help you do that with this platform. The listing workflow walks you through the standard licensing parameters — permitted uses, exclusivity, attribution requirements, and pricing structure. You review the terms before anything is published. When you are comfortable with it, post it up and it is live.

How do I get started as a seller?

Go to the home page and press the BEGIN button. You will create an account, set up your banking information for payouts, and then walk through the dataset listing workflow. Once your listing is reviewed and approved, we start marketing it.

How do you market my dataset?

We work with a variety of partners to list and display the datasets as they are posted. Distribution includes our own marketplace surface, partner channels, and direct outreach to buyers working in relevant domains. If you have ideas on where we should do more, we are happy to talk.


For Buyers

Purchasing and using datasets

I'm a buyer — how do I know I'm getting a quality dataset?

We audit every dataset (yes, Members you are on notice). Every listing goes through a review process before it appears in the marketplace. We also publish our Code of Conduct so that both sellers and buyers know the standards we hold. Quality is a shared responsibility on this platform — we ask that you all help us do that.

How does someone buy a dataset?

Other Members like you, or other buyers, called Purchasers, are on the platform. They browse or search the marketplace, find a listing, review the licensing terms, and complete a purchase through our payment flow powered by Stripe. The Purchaser gets the dataset to start working with delivered to their target environment.


Legal & Trust

Can I preview the legal terms and conditions before I proceed?

Of course. AIDC operates a dataset hosting and distribution platform with documented contract terms. You can read the terms in plain English and download a full PDF contract before committing to anything. Review the sample terms of service to see what you are agreeing to.

Still have questions?

We are a small, responsive team. Write to us directly — we read everything.

Email us