# Agentic AI automation of UNICOS application specification processes

- Institution: CERN
- Speaker: Daniya Niazi
- Year: 2026
- Language: English
- Source: [CERN](https://videos.cern.ch/record/3026665)
- Licence: [CERN](https://copyright.web.cern)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

**Project Description**: This project explores the use of agentic AI for PLC/UNICOS engineering workflows at CERN. The aim is to support engineers in two main tasks: Functional Analysis quality and compliance checking and UNICOS specification generation. The system processes Functional Analysis documents and checks them against engineering guidelines to identify missing, incomplete, or non-compliant requirements. It also builds knowledge bases from available engineering information, including Functional Analyses, IO lists File, UNICOS documentation, and specification templates to support specification generation and validation. The solution combines multimodal document processing, Retrieval-Augmented Generation (RAG), and Model Context Protocol (MCP) to create an engineering copilot that can interact with existing tools while keeping the engineer in control of the final decisions.

**Supervisor**: Filippo Berto

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## Lectures

1. [Agentic AI automation of UNICOS application specification processes](https://invisiblenetwork.ai/learn/cern/3026665/8aba1603b23d), 10 min (CERN's player)