Systems and methods to generate contextual threads

A computer-implemented method for topic-based aggregation of messages, the method comprising:

• receiving a first plurality of messages from a first platform;
• receiving a second plurality of messages from a second platform;
• adapting the first plurality of messages and the second plurality of messages to generate a combined plurality of messages, the combined plurality of messages associated with a plurality of users;
• providing the combined plurality of messages to a machine learning model configured to classify messages based on groupings;
• identifying, by the machine learning model, a first grouping associated with a first subset of the combined plurality of messages, and initiating a first thread comprising the first subset of the combined plurality of messages;
• determining a first user group comprising a first subset of the plurality of users associated with the first subset of the combined plurality of messages and granting, the first user group, access to the first thread;
• determining a core user group comprising each of the plurality of users, including the first subset of the plurality of users and a remaining one or more other subsets of the plurality of users associated with one or more other subsets of the combined plurality of messages and granting, the core user group, access to the combined plurality of messages via a main thread;
• and
• providing the first thread and the main thread via at least one of the first platform, the second platform, or a third platform.

A system comprising:

• a data storage device storing processor-readable instructions;
• an aggregation bot comprising a machine learning model configured to classify messages based on topics;
• and
• a processor operatively connected to the data storage device and configured to execute the processor-readable instructions to perform operations that include:
• receiving a plurality of messages associated with a plurality of users;
• providing a first version of the plurality of messages to the aggregation bot;
• identifying, by the aggregation bot, a first topic associated with a first subset of the plurality of messages and initiating a first thread comprising the first subset of the plurality of messages;
• determining a first user group comprising a first subset of the plurality of users associated with the first subset of the plurality of messages and granting, the first user group, access to the first thread;
• and
• determining a core user group comprising the first subset of the plurality of users and remaining users of the plurality of users associated with messages of the plurality of messages excluded in the first subset of the plurality of messages and granting, the core user group, access to a main thread, the main thread comprising the plurality of messages.