AI Initiatives

Network Audit

AI based Network Audit

No code Low code approach to address Network Audit

Problem : Network Audit of

• Configurations

• Devices

• Network

• Architect

such that we can assure the network is UP and compliance with network standard.

Action :

• LLM / RAG based config audit using Cisco's best Practices, IC Rules and Recommendations as the Knowledge Base.

• Rules created /edited / generated reports based on ChatBots.

• Integrated with Splunk for better reports.

Result :

• Quickly address the solution

• Low maintenance

• Reduce Opex Cost

Problem : Automatic Analysis or response of knowledge base

Solution : Chatbot solution for AI Assessment tool by Question and Answer. (RAG).

Benefits :

• Quickly Response

• Get the answer based on Knowledge Base

• Generic Solution to any solution with Knowledge Base.

AI based Analysis

Problem : Automating PR review process for standard comments

Solution :

• Analysing PULL Requests by using locally hosted Ollama

• Integration with bit Bucket and GitHub

• Processing code changes , finding diffs and proceed with review process and provide the comments based on standard comments and previously given comments.

• Allow to customise for Project specific coding standards.

Benefits :

• Maintaining coding and project standards

• Auto generated comments and can enhance the comments as required.

• Save significant amount of review time.

AI Driven Code Review