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AI Use Cases
synvert Accel­er­at­ors
Green energy in full development.Increase in electricity prices on the world market.
Suc­cess stories

Energy & Resources  - Set­ting up a Reli­able and Power­ful Platform

Go back to success stories

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.

Categories
All
Tech
Banking
Communications, Media & Telecom
Consumer Goods & Retail
Energy & Resources
Health & Life Science
Industrials
Insurance
Public Sector

Vehicle Data Store

Soft­ware­Fact­ory at a lead­ing auto­mot­ive soft­ware company

DevX Impact at a HR-Tech Company

Driv­ing Inter­na­tional Expan­sion for a Lead­ing E‑Commerce Company

Accel­er­at­ing Cloud-Nat­ive Devel­op­ment in the Auto­mot­ive Industry

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

Dies­el­tech Program

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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