services
Get a feature complete data product, based on ML, AI, or LLMs.
Data product development
Through a series of milestones and Agile, we ensure a structured and iterative development process. With our expertise in data driven solutions, we offer three flexible options. Dedicated team, Project based, Team augmentation
When you have scattered data sources and want to consolidate them to facilitate reporting and build data products in the future, our Data Lakehouse service is the answer. Through a data strategy workshop, we define the scope and proceed with a team of experienced engineers to build a data lake and generate initial reports that demonstrate the value of the data lake. Examples: Analytics and ML System; Data Strategy Workshop
Understanding user behavior is crucial for personalization and decision-making. Our User Behavior Analytics service helps you gain valuable insights from user interactions on your website. Through design sprint workshops, we define the scope and provide implementation by a team of experts. Examples: User Segmentation, Behavior Analytics
High customer churn rates can be detrimental to your business. Our Churn Analysis service helps you understand why users leave and reduce churn rates. We conduct design sprint workshops to define the scope and provide implementation by a specialized team. Example: Churn Analysis
This service offers cutting-edge computer vision capabilities to recognize and categorize objects from images or videos. Additionally, it facilitates anomaly detection for asset management or fraud detection purposes. Examples: Object Classification, Anomaly Detection
Recommender Engines service focuses on improving customer engagement and providing personalized experiences. We leverage design sprint workshops to define the scope and implement a robust recommendation engine integrated into your application. Example: Personalization Engine
This service offers advanced search capabilities for large amounts of data, making it easier for customers to find relevant entities. Additionally, we provide similarity analysis to personalize customer communication further. Examples: Advanced Search, Similarity Analysis
Our Microservices & Distributed Systems service provides scalable and reliable systems that collect massive amounts of data. We offer solution architecture workshops to define the scope and implement distributed systems using microservice architecture. Example: Transactional Core
AI-Powered Chat service optimizes communication with users, automating sales or customer support processes. We implement chat AI, sentiment analysis, and keyword extraction to enhance user interactions. Examples: Chat AI, Sentiment Analysis, Keywords Extraction
Our Optimization service focuses on improving efficiency and resource allocation in various domains, such as dynamic pricing, space, and energy optimization. Examples: Dynamic Pricing, Space and Occupancy Optimization, Energy Optimization
This service leverages contextual image analysis and object tracking to extract valuable information from images and videos. Examples: Contextual Image Analysis, Object Tracking
To ensure compliance and data security, PII Extraction service identifies and extracts Personal Identifiable Information from various sources, such as documents, databases, and websites.
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 […]
Churn prediction model for business customers that identified potential churners with higher precision than the client’s existing model, achieving a 15-20% improvement in accuracy.
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 […]