Mandolyn IT, LLC Specializes in unique AI services and Solutions
Mandolyn IT provides beginning to end Artificial Intelligence solutions and services quickly and without fail.
Mandolyn IT provides beginning to end Artificial Intelligence solutions and services quickly and without fail.
AI for Operations Management (AI Ops) Mandolyn IT CTO Gavriel Meir-Levi described AI Ops as a capability that involves creating a duplicate of a current LPAR for AI-driven testing, including applying PTFs, scanning, and monitoring performance shifts. They explained that once tested and approved, the AI could facilitate the transition into production with human oversight, functioning as an HA tool-agnostic layer that automates manual checks for OS, PTF, software, and application updates.
Gavriel explains the security application of AI, where security logs are processed, checked, and correlated in real-time to identify issues. They explained that the AI model can be trained with historical security data and then used for real-time inference to find security problems, with remediation efforts leveraging the operations application to apply patches in a shadow LPAR. This AI-augmented approach enhances real-time response, especially for specialized platforms like IBMI, AIX, and mainframe, which require tailored data models for security.
AI Dev as AI-aided development work where the input is source code. AI would scan code for inefficiencies, older RPG versions, and post-quantum encryption deficiencies, potentially using models like MCAP for inter-AI communication. This allows the AI model to analyze running job code in real-time, identify refactoring needs, and ultimately provide a comprehensive view of both the OS level LPAR and applications to manage, modernize, and optimize them.

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