Success stories

Energy & Resources - Setting up a Reliable and Powerful Platform

About

Energy & Resources

An energy company faced significant data management issues, making business intelligence difficult. synvert built a Cloudera-based architecture, including a data lake and forecasting tools, enabling efficient energy production predictions and improved energy trading.

Initial situation

The customer had numerous problems with data management.

Data was spread across multiple systems and it was proving incredibly difficult to figure out exactly where certain data was located.

This made effective business intelligence virtually impossible.

Architecture

The architecture is built on Cloudera using the full Cloudera ecosystem and technologies such as Jupyter Hub, Spark, R, Oozie, and Hive.

Generated benefits

An example of how this all works in practice is the concept of using energy as a commodity on the trading market.

If you know in advance how much energy to expect, you can make better offers and better deals.

With a proper data lake and the necessary tools for rapid forecasting, data could be quickly analyzed to predict energy production.

Energy trading can then be conducted much more efficiently.

Services accomplished by synvert

synvert created a data lake where data could be consolidated and quickly accessed for business intelligence.

CDH tools were implemented to manage the data.

And proper additional health check systems, cluster maintenance logs, workshop checks, and housekeeping systems were added to ensure everything was running smoothly.

Communications, Media & Telecom

Refactoring, shift and new development of Data Services in Google Cloud

Establishment of a Master Data Management Foundation

Industrials

Central Data Lake

Replacement of a complex IBM Datastage structure

CRM analytics and lead management

Standardization of evaluation processes

Development of an ERP data hub

Establishment and further development of a DWH

Development of a group-wide BI platform

Establishment of a new sales reporting system

Source data migration with automation of the source data connection

Cloud self-service BI for data-driven corporate management

Development of various ML use cases with AWS

Replacement of an in-house software development

Company-wide data integration

Implementation of real-time data links

Consumer Goods & Retail

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About

Ini­tial situation

Archi­tec­ture

Gen­er­ated bene­fits

Ser­vices accom­plished by synvert

Con­sol­id­at­ing Big Data & BI at a Major Media Powerhouse

Vehicle Data Store

Soft­ware­Fact­ory at a Lead­ing Auto­mot­ive Soft­ware Company

DevX Impact at a Fin­ance Company

Driv­ing Inter­na­tional Expan­sion for a Lead­ing Online Car Seller

Accel­er­at­ing Cloud-Nat­ive Devel­op­ment for a Car Manufacturer

Retail Com­mis­sion Dia­gnostics Anom­aly Detection

Set­ting up a Reli­able and Power­ful Platform

Pre­dic­tion of cus­tomer prob­ab­il­ity to churn

Early Detec­tion of Mech­an­ical Issues

NLP​ in Auto­mot­ive Reporting

Oper­a­tional Data Lake

Real-Time Mar­ket­ing

Auto­matic clas­si­fic­a­tion of cars by their model

Data plat­form and cata­log for com­pens­a­tion claims

Data Recon­cili­ation

Cent­ral­ized Data Warehouse

Data as a Ser­vice – BI & Big Data CC

Oper­a­tional Work/Support in Data Warehousing

Erosion Detec­tion with Com­puter Vision

Devel­op­ment and Imple­ment­a­tion of a Fully Auto­mated MLOps Platform

Pre­dic­tion and Alloc­a­tion Optim­iz­a­tion for sta­tion­ary Channels

Build­ing a Near Real-Time Recom­mend­a­tion System

Migra­tion AWS data plat­form to Google Cloud

Design and Devel­op­ment of a Google Cloud-Based Data Platform

Refact­or­ing, shift and new devel­op­ment of Data Ser­vices in Google Cloud

Estab­lish­ment of a Mas­ter Data Man­age­ment Foundation

Cent­ral Data Lake

Replace­ment of a com­plex IBM Data­stage structure

CRM ana­lyt­ics and lead management

Stand­ard­iz­a­tion of eval­u­ation processes

Devel­op­ment of an ERP data hub

Estab­lish­ment and fur­ther devel­op­ment of a DWH

Devel­op­ment of a group-wide BI platform

Estab­lish­ment of a new sales report­ing system

Source data migra­tion with auto­ma­tion of the source data connection

Cloud self-ser­vice BI for data-driven cor­por­ate management

Devel­op­ment of vari­ous ML use cases with AWS

Replace­ment of an in-house soft­ware development

Com­pany-wide data integration

Imple­ment­a­tion of real-time data links

Smart Data Catalog

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Initial situation

Architecture

Generated benefits

Services accomplished by synvert

Consolidating Big Data & BI at a Major Media Powerhouse

SoftwareFactory at a Leading Automotive Software Company

DevX Impact at a Finance Company

Driving International Expansion for a Leading Online Car Seller

Accelerating Cloud-Native Development for a Car Manufacturer

Retail Commission Diagnostics Anomaly Detection

Setting up a Reliable and Powerful Platform

Prediction of customer probability to churn

Early Detection of Mechanical Issues

NLP in Automotive Reporting

Operational Data Lake

Real-Time Marketing

Automatic classification of cars by their model

Data platform and catalog for compensation claims

Data Reconciliation

Centralized Data Warehouse

Data as a Service – BI & Big Data CC

Operational Work/Support in Data Warehousing

Erosion Detection with Computer Vision

Development and Implementation of a Fully Automated MLOps Platform

Prediction and Allocation Optimization for stationary Channels

Building a Near Real-Time Recommendation System

Migration AWS data platform to Google Cloud

Design and Development of a Google Cloud-Based Data Platform