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Marco Rozenberg Director Global Audit Europe & IT HEINEKEN International Data analytics in the IAF

Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

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Page 1: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

Marco RozenbergDirector Global Audit Europe & ITHEINEKEN International

Data analytics in the IAF

Page 2: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

HEINEKEN Global Presence

Page 3: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

HEINEKEN Key Numbers 2015

Page 4: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

Global Audit

Chief Audit Executive

Africa & Middle East10 FTE

Americas9 FTE

Europe12 FTE

IT Audit7 FTE

AsiaPacific6 FTE

Executive BoardCEO

Chairman of Audit Committee

Supervisory Board

Page 5: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

The challenge

• 75 + Operating Companies across all regions in the world

• Highly diverse system landscape

• SAP systems in Europe, Mexico, Brasil

• Navision in most OpCos in Africa

• JDE in most OpCos in AsiaPacific

• Plus several others & many different versions in use

• Different maturity levels in the operating companies

• Diverse processes, data models and data quality

• Diverse skill sets and appetite within Global Audit

• Various Data Analytics initiatives ongoing in other functions, incl. IT

Page 6: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

The Vision

Provide central, independent, and easy access to key data fundamental to our

audit work

Develop minimum required competences to auditors to understand, handle and

interpret data

Free up auditors from the production of analytics so they can focus on

analysing

Provide a basis for repeatable, efficient and consistent audits in the future

Avoid overlaps and inefficiences with other lines of defense but without

compromising the work we do; and leverage on existing and future data

platforms

Ensure the application of analytics in everything we do in sustainable manner

Drive shift towards a data driven mindset

Our 7 Guiding Principles for Data Analytics

Page 7: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

The Project

Page 8: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

The Pilot

Page 9: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

Temporary solution architecture

Page 10: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

End state solution architecture

Page 11: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

Screen shots

Page 12: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

Business insights Dashboard

Page 13: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

Business insights Dashboard

Page 14: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

Business insights Dashboard

Page 15: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

GRC Dashboard

Page 16: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

GRC Dashboard: Drill Down

Page 17: Data analytics in the IAF Congres/2016/Presentaties/4 Marco... · PowerPoint-presentatie Author: Microsoft Office-gebruiker Created Date: 6/13/2016 12:03:58 PM

Process Indicator Dashboard: Q1 Close Audit

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Process Indicator Dashboard: Manual Postings

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Process Indicator Dashboard: Reversed Documents