• No results found

Marco Rozenberg

N/A
N/A
Protected

Academic year: 2022

Share "Marco Rozenberg"

Copied!
19
0
0

Bezig met laden.... (Bekijk nu de volledige tekst)

Hele tekst

(1)

Marco Rozenberg

Director Global Audit Europe & IT HEINEKEN International

Data analytics in the IAF

(2)

HEINEKEN Global Presence

(3)

HEINEKEN Key Numbers 2015

(4)

Global Audit

Chief Audit Executive

Africa & Middle East 10 FTE

Americas 9 FTE

Europe 12 FTE

IT Audit 7 FTE

AsiaPacific 6 FTE Executive Board

CEO Chairman of Audit

Committee

Supervisory Board

(5)

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

(6)

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

(7)

The Project

(8)

The Pilot

(9)

Temporary solution architecture

(10)

End state solution architecture

(11)

Screen shots

(12)

Business insights Dashboard

(13)

Business insights Dashboard

(14)

Business insights Dashboard

(15)

GRC Dashboard

(16)

GRC Dashboard: Drill Down

(17)

Process Indicator Dashboard: Q1 Close Audit

(18)

Process Indicator Dashboard: Manual Postings

(19)

Process Indicator Dashboard: Reversed Documents

Referenties

GERELATEERDE DOCUMENTEN

Two different military traditions, both grounded in French theory, arose within the U.S Army: the doctrine of the Board based on the ‘modern tactics of manoeuvre and

First, Philips, two Dutch universities, and the Ministry of Health, Welfare and Sport (VWS) developed an online COVID-19 portal for hospitals to share patient data.7 The crisis

De redenen hiervoor zijn vooral: het zijn de grotere, dichter bij de EU-15 gelegen landen, waarbij Tsjechië al een groot areaal biologische landbouw heeft en Hongarije al actief is

In het onderhavige onderzoek was er geen context die het mogelijk maakte om aan één van de associaties (van het attitudeobject) een ander gewicht toe te kennen. Dit suggereert dat

Het NVVC en de aanwezigheid van de Minister van Verkeer en Waterstaat heeft de SWOV aangegrepen voor het uitbrengen van het rapport over maatregelen die weliswaar de

- Voor waardevolle archeologische vindplaatsen die bedreigd worden door de geplande ruimtelijke ontwikkeling en die niet in situ bewaard kunnen blijven:.  Wat is

A modified active subset selection method based on quadratic R´enyi entropy and a fast cross-validation for fixed-size least-squares support vector machines is proposed