AI-Powered Product Configuration for EXSO
Automating complex product configurations with AI and advanced optimization techniques to improve quality, speed, and efficiency.
Client
Sector
Industrial IT
Localization
PL / EMEA
Outcome
Automate the product configuration process
Client
Sector
Industrial IT
Localization
PL / EMEA
Outcome
Automate the product configuration
AI-Powered Product Configuration | EXSO Case Study
Development of an intelligent mechanism that automatically generates high-quality configurations for complex products based on user requirements, product rules, and business criteria.
Full client name: EXSO Sp. z o.o.
EXSO develops dedicated IT systems for industry and manufacturing, supporting customers in Poland and international markets.
01. Challenges
A vast number of possible configurations and complex dependencies between individual components.
A time-consuming and costly process of identifying the optimal product configuration.
Limited historical configuration data, making conventional AI training difficult.
The need to support multiple product classes within a single, scalable solution.
02. Solution
We developed an adaptive pipeline combining advanced optimization methods with AI systems.
The solution generates, validates, and optimizes product configurations based on user requirements and defined KPIs. AI is applied where it delivers measurable improvements in solution quality or operational efficiency.
The approach enables different product classes to be handled within a single pipeline without relying on a large historical dataset for conventional AI model training.
03. Results
>95.6–99.3%
of the reference solution’s quality level
5 products
validated through a single pipeline
80% of products
achieved measurable performance improvements with AI
READY TO DEPLOY
solution ready for integration with the product configurator