is necessary to leverage the spread of data across heterogeneous sources. Today, the confluence of mobile technologies, IoT devices, automation, cloud solutions and large data files have made this a challenging process.
EXA provides customer centric solutions by leveraging its own vertically and horizontally scalable data integration solutions using frameworks with multiple extensions and reusable components.
Tools: SAP Data Services, SAP SDI, Informatica PowerCenter, Sqoop, Pig Script, Apache Airflow, Luigi, Kafka, Spark Streaming
Next Gen Data Warehouse
Exponential growth in unstructured data, social media and server logs are forcing enterprises to look for modern Business Insight solutions.
Our data warehouse solutions encompass Big Data solutions and complement existing traditional and cloud based data warehouses to provide unified business insights.
EXA has expertise in designing Data Marts, EDW, Data Lakes, Dimensional and Data Modelling in SAP, Open Sources and Cloud Platforms.
Tools: SAP HANA, SAP BW on HANA, Oracle, Spark, PostgreSQL, ELK, mongoDB, MySQL, Cloudera, SAP Analytics Cloud, SAP HANA Cloud, SAP Data Warehouse Cloud, Azure HDInsight
generates information from data, which can be formatted and distributed within the enterprise. Standard reporting is the basis for any successful BI strategy.
EXA helps customers build BI solutions that pull data from decentralized sources and aggregate it. This enables building data relationships to recognize trends and anomalies, and take quick, informed decisions.
EXA provides cloud and mobile based solutions consisting of a unified reporting layer that can bring in data from different modules. This makes it easier to compare and/or establish correlation between the data sets.
Tools: SAP BOBI Suite, Tableau, Microsoft Power BI, Grafana, Kibana
Data Mining and Advanced Analytics
Today, with the emergence of new technologies it has become extravagant for customers to build digital transformation systems and evaluate their business needs.
EXA provides cost effective, lean solution frameworks to create prototypes helping customers quickly evaluate the potential of advanced analytics and data mining which eventually can be converted into products or solutions based on the business needs.
With domain expertise in Manufacturing, Finance and deep knowledge in Advanced Analytics, EXA provides industry specific analytics solutions.
EXA solutions adhere to the CRISP and STEM methodologies. We have expertise in Exploratory Data Analysis, Data Mining, Statistical Modelling, Text Mining, Anomaly Detection, Image Processing, Time Series Analytics and Signal Processing.
Tools: SAP Leonardo, MATLAB, SAP HANA Series Data Analytics, PyTorch, Keras, TensorFlow, Orange, KNIME, GNU Octave, OpenTSDB, Python, R, RNN, CNN, ANN, LSTM, Statistical Modelling (ANOVA, Weebly Analysis, Apriori Analysis), Time Series Forecasting (AR, ARIMA, SARIMA, XGBoost, Random Forest, Decision Tree, Support Vector Machine), Feature Engineering, Anomaly Detection, NLP, Azure ML
The increase in industrial IoT systems has led to increase in stream data. Capturing and processing this huge data for a real time decision making is a challenge.
EXA provides consulting enabling customers to build robust, reusable and scalable frameworks using Lambda and Kappa Architectures that can capture and process all these data streams to provide insights in real time.
Tools: SAP HANA Streaming Analytics, Kafka, Spark Streaming, Redis, Microsoft Azure Stream Analytics