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SOLUTIONS

We transform knowledge into
solutions through Big Data and AI.

USE CASES

FINANCIAL FORECASTING

· Forecasting relevant financial indicators from raw sales volumes or units to the entire P&L, at any product level.

· Utilization of various external variables, ranging from macro and microeconomic indicators to internal metrics like pricing or marketing spending.

· Developed libraries for automatically selecting (AutoML) the best model dynamically in each case, utilizing tailored error metrics.

· Prepared for production with MLOps, featuring tracking capabilities and accuracy and result stability review.

CUSTOMER DEDUPLICATION

· Model based on fuzzy logic and graph models to search for duplicated clients or master data.

· System for automatic recommendation and supervised or manual validation by users.

OPERATIONAL DATA QUALITY

· Our Data Quality solution, OMMA, is an operational data quality tool (applies data quality on-the-fly to your ETL) native in Big Data and Cloud infrastructure.

· We apply AI in our rule recommendation engines, automating 70% of rule creation effort.

FRAMEWORK FOR
DEPLOYMENT OF
GENERATIVE AI

· Framework for productive deployment of Generative AI models, both in public or private environments within AWS, Azure, and GCP.

· Allows configuration of aspects like concurrency, security in input and output, and applies the latest knowledge retrieval techniques.

· Enables rapid prototyping of Generative AI solutions, automating their productive deployment, monitoring, and supervised evaluation.

AUTOMATED DATA PREPARATION

· Python framework for automatic data processing for Data Science projects.

· Analyzes, cleans, and transforms data to make the output directly usable in analytical projects, handling categorical columns, anomalous data, missing data reconstruction, and Feature Engineering.

PROCESS MINING

· Analysis of business processes through the records of the different systems to maintain control of these based on data, which allows improvements to be made and problems detected.

· We apply our knowledge in Big Data, Data Quality and Cloud to extract and unify information from different systems, eliminating data of poor quality that can generate noise. All this using Cloud technology from AWS, Azure or GCP to build a highly scalable and easily maintainable system.

INDUSTRIES

TELECOMMUNICATIONS

Since our inception, we've worked in the telecommunications sector, with experiences in forecasting customer lifecycle and preventive activity generation, automation of network and service incident resolution and response, and real-time analysis of service quality.

FOOD & BEVERAGES

The Matica team combines extensive technical and functional knowledge in the sector to provide experiences such as implementing short-term (2 weeks) and long-term (18 months) demand forecasting models, parameter estimation based on image processing, and stock optimization and logistical planning.

RETAIL AND LOGISTICS

We've developed our sector knowledge with solutions for optimizing product movements through digital twins or predicting and simulating product demand to anticipate stock management and the structure of distribution centers to stores.

BANKING AND INSURANCE

We've accompanied major financial institutions in comprehensive and global customer and prospective customer understanding and offering personalized services, in implementing risk management and fraud prevention solutions, in implementing real-time personalized marketing solutions, and in launching product labs based on market behavior simulation.

EDUCATION

We've specialized in implementing solutions for recommending training courses and defining the optimal educational path for students or segmenting educational institutions by target in their forecast of educational content purchases.

UTILITIES

In the energy supply sector, we've supported major players in developing AI-based analysis tools for reassigning positions in response to new hiring needs, prioritizing internal evolution over external hiring, launching renewable energy production and electricity demand prediction solutions, and detecting fraud in consumption.

CONTACT

DO YOU NEED HELP?

In Mática we want and we can help you to improve your decision making process, thanks to the transformation and the interpretation of your business data using Big Data technologies and Artificial Intelligence.

contact WITH mÁtica
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