You need data
You have a problem that can be solved using data science and you need to train an algorithm. ai.market provides you with:
- The most comprehensive public and private data-sets; searchable by characteristics, geography and industry segment.
- Free and paid offerings. Some data is raw, while others have had extensive work to clean and meta-tag specifically for data science. If you have a customer request, the community has extensive resources to support your efforts.
- Access to the datasets you require, while automating the financial, legal and technical requirements for delivery.
HERE’S HOW IT WORKS
You can simply pay for access to data or the marketplace supports a more sophisticated creation/ownership model based on shared revenue.
Many data providers understand the potential value of their data and would like to participate in the revenue stream, generated by its use. ai.market tracks utilization and provides audit-ability, for all providers of value.
The creation of a data-pipeline can have many Vaders (Value adders); including multiple data sets, data transformation, validation, meta-tagging etc. ai.market automates the process of compensating each contributor, based on the revenue generated from the model. This allows unfettered creativity, without the onus of upfront expenditure; sharing the financial benefit across the value chain.
You have data
It’s valuable and you want it monetized and protected without losing control. ai.market is the enabling platform. Everyday thousands of people, willing to pay, come looking for data to train their models.
There are 2 types of data in the marketplace:
- Standard and privacy protected.
Standard data is fully accessible and viewable to any registered ai.market user.
Privacy protected data requires the algorithm to train at the provider premises, only returning the statistical models. This guarantees that the private data is never compromised.
We support multiple Privacy Enhancing Technologies (PETs).
HERE’S HOW IT WORKS
The steps to make your data available on ai.market:
- Locate your Data
In situ – ie. remains where it is and access is provided via ai.market API’s.
On a third party system – all the major cloud based AI platforms such as AWS, Google, Azure, PyTorch etc. have the capability to host datasets and ai.market can securely manage access to these datasets via standard API’s.
On ai.market – ai.market allows hosting of your data on our secure high speed infrastructure.
- Describe your data
There are a variety of standards and tools that allow you to describe the characteristics of your dataset.
Have your data validated – we encourage you to work with a Vader group, either one of your making, or an existing team that you can find listed here.
- Prepare your data
Using the tools available in the market and from selected third party vendors or using approved service partners, you can prepare your dataset for listing in the market. In addition the revenue model that you have created for your model is defined and implemented.
- Publish your data
Your dataset is submitted through the automated approval process for datasets to be listed on the platform.