AI Use Cases

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Hel­ve­tia  - Com­pany-wide data integration







Hel­ve­tia is cur­rently in a strong third place among multi-line insurers in Switzer­land. It mainly offers life and non-life insur­ance as well as group life insur­ance. In addi­tion, Hel­ve­tia has spe­cial­ized in niches such as engin­eer­ing, trans­port, art and act­ive rein­sur­ance in the spe­cialty mar­kets seg­ment. Hel­ve­tia oper­ates in Switzer­land, Europe, Asia and North, Cent­ral and South America.

Hel­ve­tia has been oper­at­ing a data ware­house for local ana­lysis require­ments in Switzer­land for more than 10 years. This sys­tem is to be com­pre­hens­ively mod­ern­ized. This includes the cent­ral­iz­a­tion of data integ­ra­tion and the estab­lish­ment of an organ­iz­a­tional unit that sup­plies all peri­pheral sys­tems with data.



Key points


Due to restruc­tur­ing in IT dur­ing the pro­ject phase, the over­all concept and scope had to be con­stantly adap­ted. At the same time, the agreed dead­lines had to be met:

  • New require­ments from addi­tional pro­jects, such as the IFRS pro­ject, had to be incor­por­ated into the infra­struc­ture and pro­cess land­scape in par­al­lel with the ongo­ing devel­op­ment work.
  • In addi­tion to the con­ver­sion of all source sys­tems that were con­nec­ted to the old CDWH via ETI, sev­eral new source sys­tems were con­nec­ted dur­ing the project.
  • Intro­duc­tion of a new range of tools with IBM InfoSphere (Data­Stage, CDC, Busi­ness Gloss­ary, Qual­ity Stage, Inform­a­tion Analyzer)

Archi­tec­ture


A gen­eric approach with IBM Data­Stage and DWauto­matic is used for integ­ra­tion into the sta­ging area. IBM Data­Stage is used as the ETL tool. Depend­ing on the pos­sib­il­it­ies and bene­fits, gen­eric or par­tially gen­eric pro­cesses are also cre­ated at higher levels. In the long term, all ETL tools (ETI, SAS DI, SSIS) are to be replaced with IBM DataStage:

  • Con­nec­tion of exist­ing source sys­tems to the Global Sta­ging Area with a com­pletely new approach
  • Cre­at­ing a new mind­set within the team towards gen­eric devel­op­ment and processing
  • Intro­duc­tion of a busi­ness gloss­ary as part of the IFRS project

Deliv­ery / conclusion


The planned over­all archi­tec­ture was so suc­cess­ful that Hel­ve­tia set up a sep­ar­ate team that deals exclus­ively with data integ­ra­tion and can oper­ate inde­pend­ently of the DWH team. The con­nec­tion of new source sys­tems is very fast thanks to the gen­eric approach.

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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