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AI Use Cases
synvert Accel­er­at­ors
grocery store with fruits
Suc­cess stories

Con­sumer Goods & Retail  - Refact­or­ing, shift and new devel­op­ment of Data Ser­vices in Google Cloud

Go back to success stories

About

Con­sumer Goods & Retail

The pro­ject addressed data and know­ledge silos by enabling teams to develop trans­par­ent data products in a Google Cloud-based environment.

Ini­tial situation

The cus­tom­er’s chal­lenge was to solve data and know­ledge silos which have been built up over time.

The ori­ginal data products were deployed in sev­eral tech­no­lo­gies like SAS, SQL-Server stored pro­ced­ures, Java /Py­thon-Applic­a­tions or Apache Spark.

Archi­tec­ture

The archi­tec­ture is built on Google Cloud using tech­no­lo­gies such as Google BigQuery, Google Cloud Com­poser, Google Cloud SQL, Google Cloud Stor­age, Google Com­pute Engine, Google Data­Proc, Google Data­Flow, GDPR, SQL, and Python. Fur­ther­more, syn­ver­t’s know­ledge in Data Mesh, Data Gov­ernance, and CI / CD played an import­ant role.

Gen­er­ated bene­fits

In a data mesh-like envir­on­ment, synvert replaced opaque black boxes with trans­par­ent data products, suc­cess­fully launch­ing around 20 oper­a­tional data products.

Ser­vices accom­plished by synvert 

While reverse engin­eer­ing the data and know­ledge silos, synvert enabled the customer’s team in devel­op­ing their own data products and tak­ing respons­b­il­ity at ease, while imple­ment­ing entre­prise-ready data products in par­al­lel. Basis was a stand­ard­ized data plat­form with auto­mated pro­cesses that provided a data mesh like envir­on­ment with a high degree of guid­ance for devel­op­ing data products by busi­ness-biased data team.

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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