AI Use Cases

synvert Accel­er­at­ors
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Com­mu­nic­a­tions, Media & Telecom  - Build­ing a Near Real-Time Recom­mend­a­tion System




Com­mu­nic­a­tions, Media & Telecom


As part of the cloud integ­ra­tion, an algorithm was developed to determ­ine the best sug­ges­tions for each cus­tomer and to integ­rate them across vari­ous chan­nels, lead­ing to a sig­ni­fic­ant increase in con­ver­sion rates.

Ini­tial situation


The cus­tomer was con­fron­ted with a vari­ety of products and tar­iffs that had grown over dec­ades. A sys­tem­atic record­ing of the fea­tures, includ­ing costs, was no longer pos­sible. Addi­tion­ally, the offers were not sys­tem­at­ic­ally presen­ted to cus­tom­ers but man­aged through vari­ous chan­nels with dif­fer­ent logics.

Archi­tec­ture


The archi­tec­ture is built on AWS, using tech­no­lo­gies such as AWS Sage­maker, AWS Glue, and Model Management.

Gen­er­ated bene­fits


Con­ver­sion rates have increased by a double-digit per­cent­age across all sales channels.

Ser­vices accom­plished by synvert 


As part of the cloud integ­ra­tion, synvert rethought the case from the ground up. Due to the chan­ging tar­iff port­fo­lio that brokers will con­tinue to face in the future, tra­di­tional algorithms for recom­mend­a­tion sys­tems are no longer effect­ive. Instead, synvert developed an algorithm through math­em­at­ical mod­el­ing that determ­ines the best pos­sible sug­ges­tions for each indi­vidual cus­tomer. With the help of intel­li­gent par­al­lel­iz­a­tion in the cloud, this is also pos­sible for many poten­tial products. Dif­fer­ent busi­ness logics can also be imple­men­ted for vari­ous sales chan­nels. The sug­ges­tions are then fed into the vari­ous tar­get sys­tems via an API.

Categories

All

Banking

Communications, Media & Telecom

Consumer Goods & Retail

Energy & Resources

Health & Life Science

Industrials

Insurance

Public Sector


Indus­tri­als

Vehicle Data Store


Indus­tri­als

Soft­ware­Fact­ory at a lead­ing auto­mot­ive soft­ware company


Con­sumer Goods & Retail

DevX Impact at a HR-Tech Company


Con­sumer Goods & Retail

Driv­ing Inter­na­tional Expan­sion for a Lead­ing Online Car Seller


Indus­tri­als

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


Com­mu­nic­a­tions, Media & Telecom

Pre­dic­tion of cus­tomer prob­ab­il­ity to churn


Indus­tri­als

Early Detec­tion of Mech­an­ical Issues


Indus­tri­als

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

Dies­el­tech Program


Com­mu­nic­a­tions, Media & Telecom

Data Recon­cili­ation


Indus­tri­als

Cent­ral­ized Data Warehouse


Indus­tri­als

Data as a Ser­vice – BI & Big Data CC


Com­mu­nic­a­tions, Media & Telecom

Oper­a­tional Work/Support in Data Warehousing


Indus­tri­als

Erosion Detec­tion with Com­puter Vision


Com­mu­nic­a­tions, Media & Telecom

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


Con­sumer Goods & Retail

Migra­tion AWS data plat­form to Google Cloud


Com­mu­nic­a­tions, Media & Telecom

Design and Devel­op­ment of a Google Cloud-Based Data Platform


Con­sumer Goods & Retail

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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