Identifying standards-related requirements for software architectures using telecommunication resources

A computer-implemented method, comprising:

• receiving a set of plain language messages that describe one or more requirements of a desired deployment comprising multiple telecommunication resources;
• extracting, from the set of plain language messages that describe the one or more requirements of the desired deployment, at least one keyword or phrase related to a characteristic of the desired deployment;
• accessing multiple existing telecommunication resources,
• wherein each of the multiple existing telecommunication resources is associated with metadata related to an existing deployment that includes the existing telecommunication resource;
• generating, by a trained machine learning model, a relevance score for each of the accessed multiple existing telecommunication resources,
• wherein the relevance score reflects a likelihood that a corresponding existing telecommunication resource is relevant to the desired deployment;
• recommending, based on the generated relevance scores, at least some of the multiple existing telecommunication resources for inclusion in the desired deployment,
• wherein one or more telecommunication resources of the at least some of the multiple existing telecommunication resources are configured to fulfill a standards-related requirement;
• receiving a selection of two or more telecommunication resources from the recommended at least some of the multiple existing telecommunication resources;
• and
• generating, using the selected two or more telecommunication resources, a set of instructions intended to achieve the desired deployment.

A computer-implemented method comprising:

• configuring for display an input region and a recommendation region,
• wherein the input region includes at least one input field;
• receiving, via the at least one input field in the input region, a plain language message that describes a desired software architecture comprising at least one microservice;
• extracting, from the plain language message that describes the desired software architecture, at least one entity related to a characteristic of the desired software architecture,
• wherein the at least one entity includes a keyword or phrase;
• identifying, based on the extracted at least one entity and using a machine learning model, multiple recommended standards-related requirements for the desired software architecture;
• configuring to display the multiple recommended standards-related requirements for the desired software architecture at the recommendation region;
• receiving, a selection of one or more of the multiple recommended standards-related requirements,
• wherein the selected one or more standards-related requirements are associated with a set of telecommunication resources configured to fulfill the selected one or more standards-related requirements;
• and
• generating the desired software architecture,
• wherein the desired software architecture includes the set of telecommunication resources configured to fulfill the selected one or more standards-related requirements.