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Case Study
Automatic production of documentation from source code
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Use of EngGPT to automatically generate from large amounts of code and video tutorials the documentation needed to maintain the systems.
Where: Italy
Where: Italy
Challenge
The customer is leader in Europe in the construction and operation of toll motorways. The customer needed to automatically generate documentation of a large amount of code to support internal knowledge of selected processes and the migration to newer technology.
The customer also had several hours of video meetings from which to extract context information to the code.
Approach
We analysed the various data formats available; a data processing pipeline was generated to consider the codes in an orderly manner; finally, content information was extracted by associating the context information of the videos with the codes content using EngGPT.
We realised an AI-based solution to automatically generate documentation for large amounts of code of obsolete languages. The programming language with which the application was built, namely COBOL, made AI one of the few alternatives suitable for the purpose. The EngGPT and GenAI algorithms are used to extract relevant information such as operations, tables and reference data from various types of code. At the same time, these algorithms were used to gather contextual information from dozens of hours of videos in which an expert performed a knowledge transfer of the application.
Results
Details of quoted tables, summary of comments in the code and cursors used
List of obsolete files not called by jobs
Impacts
Technologies
AI & Data
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The power of big data leads services, products and processes to a higher level of "intelligence".
To know more
Research Project
ARIEN: an AI platform to combat illegal drug trafficking
A multidisciplinary platform that generates strategic recommendations to shape an agenda dedicated to developing AI solutions, ensuring full legal and ethical compliance.
Research Project
STARLIGHT: Artificial Intelligence to fight against high priority threats
Better data analysis and management: a project to equip law enforcement agencies with secure and resilient AI technologies and tools.
Use Case
Enable Traceability for AgriFood
How to use digital technologies to improve food chain traceability
-
Research Project
ARIEN: an AI platform to combat illegal drug trafficking
A multidisciplinary platform that generates strategic recommendations to shape an agenda dedicated to developing AI solutions, ensuring full legal and ethical compliance.
-
Research Project
STARLIGHT: Artificial Intelligence to fight against high priority threats
Better data analysis and management: a project to equip law enforcement agencies with secure and resilient AI technologies and tools.
-
Use Case
Enable Traceability for AgriFood
How to use digital technologies to improve food chain traceability
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