Methods and systems for artificial intelligence agent orchestration and service provisioning through agentic artificial intelligence

A system, comprising:

• one or more processors configured for executing instructions to perform operations comprising:
• deploying an agent to perform a task as part of network maintenance for a network component, wherein the agent utilizes a model to execute procedural steps for performing the network maintenance;
• generating and providing skill, network prompts and context instructions to the agent as parameters defining how the agent is to execute the procedural steps for interacting with the network component;
• monitoring execution of the agent according to the skill and context instructions to determine whether operational limits, defined by a descriptor for the agent, are violated;
• and
• in response to the agent violating the operational limits, terminating the agent and performing a remedial action.

A non-transitory computer-readable medium storing instructions that when executed by one or more processors facilitate performance of operations comprising:

• deploying an agent to perform a task as part of network maintenance for a network component, wherein the agent utilizes a model to execute procedural steps for performing the network maintenance;
• generating and providing skill and context instructions to the agent as parameters defining how the agent is to execute the procedural steps for interacting with the network component;
• monitoring execution of the agent according to the skill and context instructions to determine whether operational limits, defined by a descriptor for the agent, are violated;
• and
• in response to the agent violating the operational limits, terminating the agent and performing a remedial action.