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AI scoring and VIP client interpretation case

R&D AI

June 2026

ML Model and LLM Interpretation for Automating VIP Client Management

Analyzing large datasets to determine VIP client potential often requires significant time resources. As part of the project, a client classification ML model was optimized, reducing its execution time by more than 100 times, and an LLM was integrated to generate clear interpretation of the results. This allowed managers to deliver personalized recommendations in real time.

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Old Lion Publishing House case - audience research

CX Analytics

July 2026

Not a Book, but a State of Mind: How Audience Research by gloozd and UCU Reshaped Old Lion Publishing House's Communication Language

"Old Lion Publishing House" (Staroho Leva Publishing House / VSl) – is one of the largest and most beloved publishing houses in Ukraine, creating books for children and adults.

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Veteran AI assistant case

R&D AI

January 2026

AI Assistant for Veterans

An information assistant to support and help veterans and their families in the Lviv community.

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!FEST case - Computer Vision

R&D AI

March 2026

Seeing more: Computer Vision for !FEST

!FEST Emotions Holding is a Ukrainian holding company from Lviv that unites over 40 restaurant and creative concepts, including Kryivka, Lviv Chocolate Workshop, Rebernia, Drunk Cherry, and many others.

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VARUS case - smart search for VARUS.UA

R&D AI

May 2026

AI Search: From Catalog to Chat

VARUS is one of the retail leaders in Ukraine with its own ecom platform VARUS.UA and a mobile application serving hundreds of thousands of customers.

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!FEST case - analytical ecosystem

Data Bureau

April 2026

Analytics Automation for !FEST

Holding of emotions !FEST is a Ukrainian holding company from Lviv that unites over 40 restaurant and creative concepts.

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