Custom Full-cycle Development of Comprehensive Enterprise AI Solutions
Leverage our experience in Machine and Deep learning models development, Big Data, and Cloud technology to successfully build, deploy, and manage AI solutions in your industry.
▸ Talk to Our ExpertsOur Services
Custom AI Software and Model Development
Full-cycle development of custom AI models based on Deep and Machine Learning algorithms, including Data Science research, training, validation, testing
AI DevOps
Comprehensive infrastructure management for Machine Learning workloads
AI-driven Big Data Solutions
Architecture design and implementation for Enterprise Big Data solutions
AI Solutions Lifecycle Management
Implementation of AI application lifecycle management and CI/CD
On-the-Edge AI
ML models customization for on-the-edge device deployment
Integration
Establish integration with AI-ready cloud platforms and third-party APIs
Areas of Expertise
Image Processing & Video Analytics
- Store and process all video streams
- Surveillance, wearable, hand-held and other cameras integrated in one data lake platform
- Highly-customizable video learners
- Lightweight ML models on the edge
- Fully automated end-to-end production process
- Face recognition matched with other users transactions
- Personalized image processing
- Behavior patterns extraction
- Detecting blacklisted persons
Machine & Deep Learning
- Predictive maintenance algorithms for Industrial IoT platforms
- Finance: AI driven market insights and predictions; predictive and prescriptive maintenance
- Predictive algorithms for individual customer experiences (Web and Mobile)
- AI-driven data analytics for trend-watching in Retail and other industries
- Data mining
Natural Language Processing
- Consumer Machine Learning Chatbots
- Department-specific AI assistants
- Data mining and extraction
- Voice recognition/Voice AI
Data Lakes & Cloud IoT
- Big data, business Intelligence analytics, predictive tools, planning, generative models, and optimization tasks in one place
- Data ecosystem architecture development
- Distributed storage
- Scale-ready read and write processing
- Data cleaning processes
- Pre-built high level features for machine learning
- Integration with popular cloud platforms
Start leveraging the power of AI solutions in your operations.Tell our experts about your project.
▸ Talk to Our ExpertsHow it Works
From careful project analysis and ideation stage — to solution roll-out and management, the experts of Intellectsoft AI Lab will help you every step of the way with your solution.
Unlock the potential for AI and Predictive-Analytics
Migration
Data migration from legacy systems to new platform
Design & Architecture
Design data platform tailored to the business needs
Platform Implementation
Components implementation and deployment
ML & Business intelligence
Recommendation Engine
Analysis & Ideation
Analysis of domain and data
Our Technological Expertise
▸ All major ML frameworks
▸ Pre-built and pre-trained models for multiple vertical use-cases (prediction, classification, segmentation, anomaly detection, NLU)
▸ Design, deployment, and support of enterprise AI production workflow for on-prem DCs and public clouds
▸ Enterprise Big Data technology stack: SQL/NoSQL databases, ETL, ingestion, streaming analytics
▸ Cloud based ML platforms and services (Azure ML, AWS ML, Google AutoML, Clarifai, Watson)
▸ Accelerated compute infrastructure
Industries
Use your customer big data and let algorithms make tailored recommendations in retail. Establish a single data lake for your entire hotel chain. Create an advanced virtual assistant for your hospital.
Construction
Image recognitions systems that monitor unsafe worker behaviour, project schedule optimizers, algorithms that help prevent downtime, and more
Healthcare
Advanced virtual assistants, imagining diagnostics algorithms, predictive pandemics analytics, and other solutions
Insurance
AI-driven claim process, advanced customer chatbots, personalization of customer experience, predictive analytics
Retail & E-Commerce
Highly personalised customer journeys, algorithms that predict demand, automated inventory and delivery management
Travel & Hospitality
Personalised guest experience, virtual assistants, voice-activated services, smart on-premises alerts and offers
Logistics & Automotive
Smart traffic control, engine monitoring and predictive maintenance, semi-autonomous functionality
Case Studies
- 03
Data Infrastructure, Analytics & Insights Platform
▸ System and customer data collection, processing and storage platform
▸ Data volume ingestion: 3T/day (1P/year)
▸ Data velocity ingestion: 50000 events per second
▸ Computational power increase by factor of x10 vs. Legacy systems
▸ Streamlined architecture for 5 legacy products and 7 brand new projects — implemented by a single team of 10 engineers
▸ Large data sets provide spot-on business insights
▸ Heterogeneous Infrastructure Topology (Hybrid Cloud) for security and efficiency
- 01
Big Data Enterprise Platform (80+ million clients)
The client’s existing architecture and technology could not manage the enormous client growth that reached over 80 million TV clients as the system collapse was looming. The new Big Data platform prevented it and brought a wide array of impactful benefits:
▸ Single point for all data ingestion, processing, and distribution across all systems
▸ Batch and stream data processing allowed for designing Machine Learning and real time data-driven applications
▸ System’s inherent scalability increased data collection rate by factor of x100 to implement Recommendations, Fault, and churn prediction algorithms
▸ Fast events and activity feedback from millions of customers provided significantly increased the company’s revenue
▸ Large data sets provide spot-on insights for business decision making
▸ Replaced all databases and data silos
▸ AI and ML-driven applications paved the road to challenge competition from internet disruptors
- 02
Recommendation Engine for Video-on-Demand Provider
▸ Personalized targeted Content Recommender
▸ Model based on historical viewership events and current activity
▸ Co-Occurrence, Collaborative Filtering and Binary Logistic Regression Evaluated algorithms
▸ Spark MLlib based learning and recommendation components
▸ Sophisticated Probabilistic User behavior simulator for improved model quality
▸ Multi-staged Architecture
- 03
Data Infrastructure, Analytics & Insights Platform
▸ System and customer data collection, processing and storage platform
▸ Data volume ingestion: 3T/day (1P/year)
▸ Data velocity ingestion: 50000 events per second
▸ Computational power increase by factor of x10 vs. Legacy systems
▸ Streamlined architecture for 5 legacy products and 7 brand new projects — implemented by a single team of 10 engineers
▸ Large data sets provide spot-on business insights
▸ Heterogeneous Infrastructure Topology (Hybrid Cloud) for security and efficiency
- 01
Big Data Enterprise Platform (80+ million clients)
The client’s existing architecture and technology could not manage the enormous client growth that reached over 80 million TV clients as the system collapse was looming. The new Big Data platform prevented it and brought a wide array of impactful benefits:
▸ Single point for all data ingestion, processing, and distribution across all systems
▸ Batch and stream data processing allowed for designing Machine Learning and real time data-driven applications
▸ System’s inherent scalability increased data collection rate by factor of x100 to implement Recommendations, Fault, and churn prediction algorithms
▸ Fast events and activity feedback from millions of customers provided significantly increased the company’s revenue
▸ Large data sets provide spot-on insights for business decision making
▸ Replaced all databases and data silos
▸ AI and ML-driven applications paved the road to challenge competition from internet disruptors
Our Enterprise Clients
Push your business to the new technological frontier with Artificial Intelligence solutions.
Tell our experts about your project now.
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