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Automated Test Program and Methodology (PMT) Creation Service
1
Reducing the development time of one PMT
from 3-5 days to
day
16-32
man-hours
Savings per item
Customer
Manufacturer of air conditioning systems
Task
Automate and significantly accelerate the process of creating Programs and Test Methods (PMT) through the development of a specialized service based on artificial intelligence.
Challenges/Characteristics
The need to process disparate data (technical specifications, standards, diagrams) and integrate them into a structured document.
High labor costs for specialists on routine documentation development.
The requirement for strict compliance of output documents with GOST standards and control standards.
High labor costs for specialists on routine documentation development.
The requirement for strict compliance of output documents with GOST standards and control standards.
We implemented automatic extraction of key parameters and requirements from technical specifications and documentation.
We developed a search and integration mechanism for relevant regulatory documents (GOSTs, standards) based on the extracted data.
We created a system for generating draft PMTs using an established template, populating sections based on an analysis of the technical specifications and knowledge base.
We implemented text data analysis for electrical circuits (E3, E4, E5) to generate a list of disconnectable elements.
We configured automatic adaptive formatting of the final document in accordance with GOST standards.
We used the Gemma3 large-scale language model (LLM) for processing text data and generating content.
We developed a search and integration mechanism for relevant regulatory documents (GOSTs, standards) based on the extracted data.
We created a system for generating draft PMTs using an established template, populating sections based on an analysis of the technical specifications and knowledge base.
We implemented text data analysis for electrical circuits (E3, E4, E5) to generate a list of disconnectable elements.
We configured automatic adaptive formatting of the final document in accordance with GOST standards.
We used the Gemma3 large-scale language model (LLM) for processing text data and generating content.
Technical solution
Business values
Saving
Saving 16-32 man-hours per product.
With the release of 10 new products per month,
the savings are >2,000 man-hours per year.
the savings are >2,000 man-hours per year.
Speed
Reducing the development time of one PMT from 3-5 days to 1 day.
Acceleration of testing launch and transfer of products into series production.
Эффективность
Automation of routine processes for developing technical documentation.
Improving the efficiency and standardization of testing and inspection operations.
Risk mitigation:
Guaranteed compliance of output documents with regulatory requirements.
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