Case Studies

Over 100 completed projects in the financial industry, manufacturing, and logistics. Here are some of the most interesting cases. Each project is a working system integrated into the client's business processes.

Finance Sector
Finance

Intelligent Candidate Matching

Automated candidate screening. The model compares resumes with job requirements and ranks by relevance.

NLP
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Finance Sector
Finance

Credit Scoring

Creditworthiness assessment: financial history, behavioral patterns, self-learning.

Predictive Analytics
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Manufacturing
Manufacturing

Manufacturing Process Control

Real-time optimization of production line parameters.

DSS
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Finance Sector
Finance

Customer Support Chatbot

Intelligent LLM-based chatbot with the client's knowledge base.

LLM RAG
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Manufacturing
Manufacturing

Manufacturing Code Generation

Automated CNC machine code generation from technical documentation.

LLM
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Finance Sector
Finance

Document Leak Detection

Analysis of scanned documents to detect confidential information leaks.

CV OCR
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Finance Sector
Finance

Meeting Transcription

Speech recognition, speaker identification, extraction of decisions and action items.

ASR NLP
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Finance Sector
Finance

Financial Document Data Extraction

Document structure recognition, data extraction, and export to accounting systems.

OCR
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Manufacturing
Manufacturing

Equipment Wear Prediction

Failure prediction from sensor data, transition to predictive maintenance.

IoT Predictive Analytics
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Finance Sector
Finance

Cash Order Optimization

Cash demand forecasting for cash service points.

Predictive Analytics
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Manufacturing
Manufacturing

Knowledge Extraction from Technical Documentation

Structuring technical documentation into a knowledge base.

NLP Knowledge Graph
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Logistics
Logistics

Delivery Route Optimization

Optimal routes considering time windows and constraints.

Mathematical Optimization
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Manufacturing
Manufacturing

CNC Program Optimization

Accelerating part manufacturing through CNC code optimization.

Mathematical Optimization
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Finance Sector
Finance

Fraud Detection in Transactions

Real-time transaction analysis, detection of anomalous patterns.

Anomaly Detection
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Energy
Manufacturing

Energy Consumption Anomaly Detection

Monitoring and alerting on energy consumption deviations.

IoT Anomaly Detection
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Manufacturing
Manufacturing

Manufacturing Parameter Recommendations

Parameter selection based on documentation and experience.

Recommendation System
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Manufacturing
Manufacturing

Visual Quality Control in Manufacturing

Computer vision system for automated defect detection on production lines. 99.2% accuracy.

CV Edge AI
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Retail
Retail

Video Analytics for Retail

CV-based video analytics for analyzing shopper behavior. 18% conversion increase.

CV Video Analytics
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