Artificial intelligence for facilitating service from digital environment

A method comprising:

• receiving a request to generate a first user account with an application on behalf of an entity in a digital environment provided by a provider entity, the request comprising data identifying the entity;
• transmitting, based on the data identifying the entity, a query to a database associated with the provider entity to request historical data about the entity;
• in response to receiving a response from the database based on the query that indicates, based on the historical data about the entity, that the entity does not have any accounts or interactions associated with the provider entity in the application, denying the request;
• in response to receiving a response from the database based on the query that indicates, based on the historical data about the entity, that the entity has a second user account with the provider entity exclusive from the application, generating the first user account, wherein the first user account is a first type of account that is different from a second type of account, and wherein the second user account is the second type of user account;
• receiving, from a user device, a request to access the first user account in the digital environment;
• authenticating, based on validated authentication data included in the request, the request to access the first user account in the digital environment;
• generating, in response to authenticating the request, a user interface that is transmitted to the user device to be displayed on the user device through the first user account;
• receiving historical interaction data associated with the first user account and associated with the second user account;
• receiving input data associated with the first user account from the digital environment, the digital environment accessible from the first user account via the application executing on the user device, wherein the application provides a plurality of communication channels that comprises a first unique communication channel and a second unique communication channel, wherein the first unique communication channel only allows the first user account to interact with communications upon being authenticated, wherein the second unique communication channel is a public communication channel that hosts communications configured to be interacted with by the first user account and other user accounts associated with the application, and wherein the input data is received from a set of communications made by the first user account in the second unique communication channel;
• applying an artificial intelligence model to generate a recommendation for service to the entity, wherein applying the artificial intelligence model consists of:
• determining, using the artificial intelligence model and based on the input data, the first user account, the historical interaction data, and the second user account, a plurality of services to be included in the recommendation for service, wherein each service of the plurality of services is only available to be invoked by the second user account;
• determining, using the artificial intelligence model, a plurality of likelihoods corresponding with the plurality of services, wherein each service of the plurality of services corresponds with a different likelihood included in the plurality of likelihoods, wherein each likelihood included in the plurality of likelihoods is a likelihood that the service will be invoked by the entity through the second user account, wherein a subset of likelihoods of the plurality of likelihoods includes only likelihoods that exceed a threshold likelihood that is not exceeded by other likelihoods of the plurality of likelihoods corresponding with other services of the plurality of services, and wherein the artificial intelligence model determines each likelihood based only on the set of communications and previously executed interactions involving the second user account;
• generating, using the artificial intelligence model and based on the plurality of likelihoods, the recommendation by populating the recommendation with services of the plurality of services corresponding with the subset of likelihoods and performing a rank-order sort to list a first service of the plurality of services before and larger than a second service of the plurality of services, wherein the first service has a first likelihood of the subset of likelihoods that is larger than a second likelihood of the subset of likelihoods corresponding with the second service;
• providing the recommendation for service to the entity via the first unique communication channel of the application;
• and
• automatically initiating an interaction involving the first user account based on second input that indicates selection of a particular service included in the recommendation for service, wherein the second input is received only in the first unique communication channel.

A non-transitory computer-readable medium comprising program code executable by a processing device for causing the processing device to perform operations comprising:

• receiving a request to generate a first user account with an application on behalf of an entity in a digital environment provided by a provider entity, the request comprising data identifying the entity;
• transmitting, based on the data identifying the entity, a query to a database associated with the provider entity to request historical data about the entity;
• in response to receiving a response from the database based on the query that indicates, based on the historical data about the entity, that the entity does not have any accounts or interactions associated with the provider entity in the application, denying the request;
• in response to receiving a response from the database based on the query that indicates, based on the historical data about the entity, that the entity has a second user account with the provider entity exclusive from the application, generating the first user account, wherein the first user account is a first type of account that is different from a second type of account, and wherein the second user account is the second type of user account;
• receiving, from a user device, a request to access the first user account in the digital environment;
• authenticating, based on validated authentication data included in the request, the request to access the first user account in the digital environment;
• generating, in response to authenticating the request, a user interface that is transmitted to the user device to be displayed on the user device through the first user account;
• receiving historical interaction data associated with the first user account and associated with the second user account;
• receiving input data associated with the first user account from the digital environment, the digital environment accessible from the first user account via the application executing on the user device, wherein the application provides a plurality of communication channels that comprises a first unique communication channel and a second unique communication channel, wherein the first unique communication channel only allows the first user account to interact with communications upon being authenticated, wherein the second unique communication channel is a public communication channel that hosts communications configured to be interacted with by the first user account and other user accounts associated with the application, and wherein the input data is received from a set of communications made by the first user account in the second unique communication channel;
• applying an artificial intelligence model to generate a recommendation for service to the entity, wherein applying the artificial intelligence model consists of:
• determining, using the artificial intelligence model and based on the input data, the first user account, the historical interaction data, and the second user account, a plurality of services to be included in the recommendation for service, wherein each service of the plurality of services is only available to be invoked by the second user account;
• determining, using the artificial intelligence model, a plurality of likelihoods corresponding with the plurality of services, wherein each service of the plurality of services corresponds with a different likelihood included in the plurality of likelihoods, wherein each likelihood included in the plurality of likelihoods is a likelihood that the service will be invoked by the entity through the second user account, wherein a subset of likelihoods of the plurality of likelihoods includes only likelihoods that exceed a threshold likelihood that is not exceeded by other likelihoods of the plurality of likelihoods corresponding with other services of the plurality of services, and wherein the artificial intelligence model determines each likelihood based only on the set of communications and previously executed interactions involving the second user account;
• generating, using the artificial intelligence model and based on the plurality of likelihoods, the recommendation by populating the recommendation with services of the plurality of services corresponding with the subset of likelihoods and performing a rank-order sort to list a first service of the plurality of services before and larger than a second service of the plurality of services, wherein the first service has a first likelihood of the subset of likelihoods that is larger than a second likelihood of the subset of likelihoods corresponding with the second service;
• providing the recommendation for service to the entity via the first unique communication channel of the application;
• and
• automatically initiating an interaction involving the first user account based on second input that indicates selection of a particular service included in the recommendation for service, wherein the second input is received only in the first unique communication channel.