Case [01]

Creative Workflow GAI Automation Tool

A GAI-powered tool for a creative agency that blends vision, language, and concept extraction models for a Mood Board AI Assistant.

Creative Workflow GAI Automation Tool schema

Business value

Creative workflow enhancement

Productivity boost with ChatGPT & advanced automation

Unique mood boards for compelling narratives

Resource optimization to save time and effort

Case [02]

High-fidelity 3D humanoid animations for game development

A solution for indie game developers to generate realistic character movement and crowds.

High-fidelity 3D humanoid animations

Key features

Animations generated from user parameters (velocity, gender, etc.)

6 predefined styles (adventure, hero, combat, zombie)

IK (Inverse Kinematics) functionality to customize animations

Case [03]

AI-based pose detection for health care & life science

Real-time markerless motion capture for skeleton tracking and human motion recognition, used for MSK telerehabilitation.

Pose detection for health care & life science

Business value

150% ROI

5+ hours saved by therapists per week

27% faster patient recovery

Case [04]

Personal RAG (Retrieval Augmented Generation)

Overview

Solutions with a high security level allow users to access their knowledge bases.

Creation and deployment of domain-oriented knowledge bases based on modern LLMs (RAG, custom entities, relationship investigation). Evidence of answers with content examples.

Information retrieval ensures only authorized data is queried and used to generate responses. Knowledge base stored in secure internal systems.

RAG incorporates a retrieval step: query embedding, vector search, top-k context, and LLM grounded answers.

Graph knowledge base: triplets extracted from materials, reducing hallucinations; custom UI IDE; unsupervised domain classification to find trends.

Access controls, encryption, and data privacy policies for permissible retrieval and usage.

RAG pipeline diagram