case studies
Our Success Stories
Explore a collection of successful solutions across different verticals to get a sense of how we can help you.
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Search Systems & Similarity Analysis
Semantic Search Via Embeddings And ChatGPT
Introduction In the digital age, users are inundated with information, making it essential for platforms to provide efficient search capabilities. A cooking recipe website with an extensive collection of 100k recipes sought to improve the discoverability of its content. By harnessing the power of semantic search, the goal was to enhance user experience, making it […]
Optimization & Resource Management
Data Management
Surveillance video processing
Introduction In a world where video data continues to grow exponentially, the ability to extract actionable insights from surveillance footage provides a crucial edge for many businesses. However, processing such large volumes of video to glean valuable information remains a time-intensive task, often reliant on manual intervention. Recognizing the need for automation, SmartCat partnered with […]
Data Management
Content Lion Development for Roar Software
Problem The client was a user of the Oracle Content Management Cloud (OCM) system, which will be deprecated by the end of 2025. The main challenge was the lack of similar solutions on the market that offer key functionalities of OCM at a reasonable cost. Additionally, the client required a platform capable of migrating a […]
Advanced Classification & Detection
AI-Powered Chat & Natural Language Processing
Customer Churn & Retention Analytics
Increasing Sales with Frequently Bought Together Recommender
Introduction This case study presents a business scenario where a client faced challenges in recommending products to customers. The client, an undisclosed company in the Industrial Machinery & Equipment industry, aimed to enhance customer experience, increase sales, and promote multiple product purchases. To address this challenge, the SmartCat team developed and implemented a Frequently Bought […]
AI-Powered Chat & Natural Language Processing
AI Chatbot for Automated Customer Support
Problem The client, an online betting platform serving tens of thousands of daily users, faced an overwhelming volume of customer support tickets. The majority of these support queries were repetitive in nature, straining the human support team. The challenge was to design a solution that would automate responses to routine inquiries while allowing customer support […]
Advanced Classification & Detection
Recommendation Systems
Job Matching AI – Probabilistic Job and Candidate Matching for Client
Problem The client, an e-commerce company, faced challenges in efficiently matching job postings with the most suitable candidates. The goal was to create a system that would: Specific pain points: Solution The SmartCat team implemented a probabilistic matching model using machine learning to optimize the pairing between job postings and candidates. The model was trained […]