Ai-driven network health check and configuration management for data centers

One or more processors comprising processing circuitry to perform operations comprising:

• receiving first log data from one or more devices of a data center;
• processing the first log data using an AI model, wherein the AI model is trained to extract telemetry data from log data and outputs first telemetry data based on the first log data;
• generating, based on the first telemetry data and stored data center configuration information, first deployment information for a portion of the data center, wherein the first deployment information comprises an indication of an error in data center configuration indicating that the portion of the data center has not been configured in accordance with the stored data center configuration information;
• and
• responsive to generating the first deployment information, transmitting the first deployment information to a client device, wherein the first deployment information is visually rendered in a graphical user interface (GUI).

A system comprising:

• a memory;
• and
• one or more processors coupled to the memory, the one or more processors to:
• receive a first natural language query, wherein the first natural language query comprises a request for deployment information for at least a portion of a data center;
• transmit the first natural language query as a first input to an artificial intelligence (AI) chatbot;
• receive a first query instruction from the AI chatbot generated based on the first input;
• receive first log data using the first query instruction;
• transmit (i) the first natural language query, (ii) the first log data, and (iii) stored data center configuration information as a second input to the AI chatbot;
• receive, from the AI chatbot, a first natural language response based on the second input, wherein the first natural language response comprises an indication of an error in data center configuration indicating that the at least a portion of the data center has not been configured in accordance with the stored data center configuration information, and the first natural language response further comprises the deployment information for the at least a portion of the data center;
• and
• transmit the first natural language response to a display of a client device, wherein the first natural language response is visually rendered in a graphical user interface (GUI) on the display of the client device.