AI Use Cases

synvert Accel­er­at­ors

Grid field of blue data streams Grid field of blue data streams

BSH Haus­ger­äte GmbH  – Cent­ral Data Lake



Grid field of blue data streams

BSH Haus­ger­äte GmbH  - Cent­ral Data Lake




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.



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

Banking

Communications, Media & Telecom

Consumer Goods & Retail

Energy & Resources

Health & Life Science

Industrials

Insurance

Public Sector


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Con­sol­id­at­ing Big Data & BI at a Major Media Powerhouse


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Vehicle Data Store


Indus­tri­als

Soft­ware­Fact­ory at a Lead­ing Auto­mot­ive Soft­ware Company


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DevX Impact at a Fin­ance Company


Con­sumer Goods & Retail

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Accel­er­at­ing Cloud-Nat­ive Devel­op­ment for a Car Manufacturer


Com­mu­nic­a­tions, Media & Telecom

Retail Com­mis­sion Dia­gnostics Anom­aly Detection


Energy & Resources

Set­ting up a Reli­able and Power­ful Platform


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Pre­dic­tion of cus­tomer prob­ab­il­ity to churn


Indus­tri­als

Early Detec­tion of Mech­an­ical Issues


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NLP​ in Auto­mot­ive Reporting


Com­mu­nic­a­tions, Media & Telecom

Oper­a­tional Data Lake


Con­sumer Goods & Retail

Real-Time Mar­ket­ing


Indus­tri­als

Auto­matic clas­si­fic­a­tion of cars by their model


Pub­lic Sector

Data plat­form and cata­log for com­pens­a­tion claims


Com­mu­nic­a­tions, Media & Telecom

Data Recon­cili­ation


Indus­tri­als

Cent­ral­ized Data Warehouse


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Data as a Ser­vice – BI & Big Data CC


Com­mu­nic­a­tions, Media & Telecom

Oper­a­tional Work/Support in Data Warehousing


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Erosion Detec­tion with Com­puter Vision


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Devel­op­ment and Imple­ment­a­tion of a Fully Auto­mated MLOps Platform


Con­sumer Goods & Retail

Pre­dic­tion and Alloc­a­tion Optim­iz­a­tion for sta­tion­ary Channels


Com­mu­nic­a­tions, Media & Telecom

Build­ing a Near Real-Time Recom­mend­a­tion System


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Migra­tion AWS data plat­form to Google Cloud


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Design and Devel­op­ment of a Google Cloud-Based Data Platform


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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

Smart Data Catalog


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