Big Data Artificial Intelligence Machine Learning Projects
Applications of Artificial Intelligence
Artificial intelligence, machine learning and data science solutions are mainly aimed at 3 key business strategies: sales increase, risk management and business process optimization. AI solutions use both internal corporate data warehouse and open public data to learn. Hadoop is typically used to store large amounts of data, which is further cleansed and structured for Python machine learning or any other tools to process the collected Big Data.
Fayrix Big Data, ML and AI Services
Big data, machine learning and predictive analysis has already evolved from being just a new exotic product to an essential mainstream instrument for many verticals & market sectors. Fayrix’s dedicated team of 50+ data scientists, data analysts and developers is ready to execute a complete project of any scale — from initial data analysis & consulting to target models & software development, including integration into an existing IT landscape.
CONSULTING & ADVISORY SERVICES
- Data governance strategy
- Development and launch of predictive analytics products
- Studying existing information systems, new data sources
- Project management
HIGH-LOAD COMPUTING
- ETL implementation
- High-performance computing
- Integration of predictive models into existing IT landscapes
MATHEMATICAL MODELLING
- Analytical reports
- Machine learning models
- Simulation modelling
- Risk management
DATA MANAGEMENT
- Big data infrastructure design
- Master data management systems
- Equipment configuration
- System software and data warehouses deployment and administration
Benefits of artificial intelligence
AI and machine learning solutions have become so popular and widespread because they create real value and benefits for businesses. The latest and most advanced solutions employ large arrays of open raw data, while hardware and computing capacities are getting more affordable even for smaller businesses. As a result companies get valuable insights on hidden people behaviour patterns – their digital footprints, which conventional data analysis can’t even detect and utilize. These insights help companies systematically increase sales, mitigate risks and refine operations
FAYRIX BIG DATA
SOLUTIONS
SALES INCREASE
- Recommender systems
- Demand prediction
- Sales prediction
- Lead generation
- Omnichannel analytics for ecommerce
- Marketing expenditures optimization
- Product line optimization
RISK MANAGEMENT
- Customer churn prediction
- Psychological scoring
- Fraud detection
- Preventive maintenance
- HR analytics
- Social media monitoring and automated text sentiment analysis
SALES INCREASE
- Image recognition and computer vision
- Warehouse optimization
- Logistics optimization
- Supply chain optimization
- Work shifts optimization
- Contact center optimization
- Chat bots and call robots (NLP, NLU, NLG)
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