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AI Use Cases
synvert Accel­er­at­ors
Data Lake Datenansammlung
Suc­cess stories

BSH Haus­ger­äte GmbH  - Cent­ral Data Lake

Go back to success stories

Brief his­tory

Indus­tri­als

BSH Haus­ger­äte GmbH, based in Munich, is one of the world’s lead­ing man­u­fac­tur­ers of house­hold appli­ances. Ori­gin­ally foun­ded as BSH Bosch und Siemens Haus­ger­äte GmbH, the com­pany now oper­ates in around 50 coun­tries. As a mar­ket leader in West­ern Europe, BSH offers innov­at­ive home appli­ances and digital ser­vices that sim­plify every­day life for con­sumers. With a focus on qual­ity, tech­no­logy, and sus­tain­ab­il­ity, the com­pany con­tinu­ously devel­ops new solutions.

“The synvert Team pro­fes­sion­al­ism and cooper­a­tion through­out were truly pleas­ure and commendable.”

Marek Imialek
Lead Ana­lyt­ics Architect
BSH

Work­ing with synvert Cloud Engin­eers on mul­tiple use cases was always a delight­ful col­lab­or­a­tion and we con­sist­ently felt con­fid­ent in rely­ing on synvert Experts. The delivered solu­tions strike an excel­lent bal­ance between cost effi­ciency and per­form­ance, exceed­ing our busi­ness stake­hold­ers’ expect­a­tions. The synvert Team pro­fes­sion­al­ism and cooper­a­tion through­out were truly pleas­ure and commendable.

“It was a pleas­ure to work with synvert cloud pro­fes­sion­als.”

Saif Ellafi
Product Owner
BSH

It was a pleas­ure to work with synvert cloud pro­fes­sion­als. They brought a broad view and out of the box mind­set to approach dif­fi­cult prob­lems and bring solu­tions that were both feas­ible and cost-effi­cient. We were very happy to work together, in both a per­sonal and pro­fes­sional man­ner, and busi­ness stake­hold­ers were sat­is­fied with their col­lab­or­a­tion. synvert also sup­por­ted the pro­fes­sion­als to bring a nice bal­ance of soft and hard skills to the table.

Goals & challenges

BSH had a small, skilled team but lacked the capa­city to handle all data related tasks. They required a trus­ted part­ner to expand their team, deliver solu­tions, and guide internal teams in using the plat­form effi­ciently, by pro­pos­ing new ideas and best prac­tices in AWS while at the same time improve gov­ernance and cost savings.

Archi­tec­ture

The archi­tec­ture is built on AWS tech­no­lo­gies such as Com­pute Optim­izer, MSK, EMR, Timestream, Red­shift, Glue, Athena, ECS, API Gate­way, Air­flow, Lambda, Grafana, EC2, and S3. This setup is com­ple­men­ted by the Atlas­sian stack and Infra­struc­ture-as-Code approaches using Ter­ra­form and OpenTofu.

Gen­er­ated bene­fits

By provid­ing a uni­fied plat­form, BSH has sim­pli­fied data access and cross-team col­lab­or­a­tion and fostered a cul­ture of data shar­ing and innov­a­tion. The plat­form’s scalab­il­ity and the improve­ment of cost effi­ciency ensure that the data infra­struc­ture can be seam­lessly expan­ded as the organ­isa­tion grows, sup­port­ing new use cases and busi­ness ini­ti­at­ives without com­prom­ising per­form­ance or security.

The time required to gather cru­cial inform­a­tion for cent­ral stra­tegic decisions is sig­ni­fic­antly reduced. At the same time, a cent­ral­ized view of all defin­i­tions, pro­cesses, and com­pli­ance approaches is cre­ated, enhan­cing trans­par­ency and efficiency.

Ser­vices accom­plished by synvert 

synvert act­ively encour­aged col­lab­or­a­tion with other teams by provid­ing sup­port and tech­nical guid­ance. Through thor­ough archi­tec­ture reviews, ETL pipelines were optim­ised, espe­cially in the areas of IoT, integ­ra­tion of external sys­tems and migra­tion of ser­vices that were bet­ter suited for spe­cific tasks. In addi­tion, synvert auto­mated CI/CD pipelines for infra­struc­ture man­age­ment, which sig­ni­fic­antly increased effi­ciency. The com­pany also imple­men­ted best prac­tices for cost man­age­ment, secur­ity and per­form­ance. To facil­it­ate the work of the data sci­ent­ists, synvert developed deploy­ment tem­plates and exten­ded the avail­able ser­vices so that they could develop and deploy their applic­a­tions more efficiently.

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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