DAIN Ecosystem and its Components

it is a complex task to understand the possibilities of an artificial brain with its unlimited scalability. DAIN ecosystem, platform, and solutions] are the three main components to examine the DAIN’s potential. These components are interlinked. It is created and built for its users. Users play a different role in the ecosystem of DAIN. Its users define the future of DAIN what It becomes. The business toolbox is used in which a user can think out of the box by playing different roles. New business models and the democratization of AI are streamlined in our platformhttps://dain.ai/. Platform interlinks the solution and ecosystem in its underlying infrastructure. A secure market place is available for the users that compute resources, data, and AI models.

End users and institutions are the two kinds of interacting users. In institutions, universities and research centers or any kind of private companies are included. The computational resource market is fueled by end-users. Users receive a reward as payment. Requests for services are generated by institutions to the network. It consumes computational resources. Also, according to the type of service request, institutions are divided into consumers and producers. By using their own data or data that is also provided by the network members, producers create new IA models. Tokens are paid on the exchange for the usage of required data or computing resources. Solutions can be exposed to the marketplace at any time. It is done to generate more revenue streams. Existing solutions are reused by consumers. They have direct access to the AI marketplace.

In this way, a chain is formed between producer, consumer, and end-user. Initially, DAIN plays a role for each type of user. Specific roles are described. Institutions can play the roles of end-users if they have their own data centers or cryptocurrency miners. They obtain DAIN token in exchange and also share computing resources through the DAIN platform.

All about AI Market Place
Numerous platforms and marketplace are currently working. These are specialized in data and blockchain. Companies are facilitated by using theses trained models and enrich datasets. The native mechanism is used by DAIN. It allows models to be trained on the platform. These data can also be provided by other network participants. Companies provide full data. Exchange, in all cases, provide data for a token reward.

The company is able to use this data directly to train the model by using this mechanism. Data’s ownership remains intact for specifically this purpose. Without requiring any third-party integration, users are able to build models, and these models are available for the usage of other participants in the network. And they do not lose the ownership in that way. A distributed ledger is used by DAIN in which all models and developments are stored. They are accessible for all every node in the network. Homomorphism techniques are used for the encryption of this information. So, a person first needs to apply in the same homomorphism to the data source; then the model owner approves this. In this way, they get a reward for providing pure AI as a service model.