Different Facets of AI: Computer Vision and Large Language Models. How We Deployed AI Solutions in Pharmaceutical Manufacturing and Public Services

An overview of practical cases in building AI-based systems. In the pharmaceutical industry, we implemented a computer vision solution for automated visual quality control of vial contents. The system detects defects in real time, integrates into existing production lines, and reduces costs compared to traditional inspection machines.

In the public sector, we launched a service based on large language models (LLMs) to review applications for participation in international youth exchange programs. This service is integrated into the national registry platform, provides fast feedback to applicants, and sets a precedent for the use of LLMs in products built on the Diia.Engine framework.