Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.
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Transcript of Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.
![Page 1: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/1.jpg)
Rabobank Nederland
Process mining
At Rabobank
Frank van Geffen 19-9-2013
![Page 2: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/2.jpg)
Rabobank Nederland
Outline
• Introduction
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Rabobank Nederland
Outline
• Introduction
• My experience with process mining at Rabobank
3
![Page 4: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/4.jpg)
Rabobank Nederland
Outline
• Introduction
• My experience with process mining at Rabobank
• Paradigm shift of working with process mining
4
![Page 5: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/5.jpg)
Rabobank Nederland
Outline
• Introduction
• My experience with process mining at Rabobank
• Paradigm shift of working with process mining
• Lessons learned and pittfalls
5
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Rabobank Nederland 6
Frank van Geffen
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Rabobank Nederland
Two columns containing text
International financial services provider founded on co-operative principles• Retail banking, wholesale banking,
asset management, leasing, real estate and insurance
• 10 million customers worldwide• Active in 47 countries• 761 foreign places of business• 59,670 FTE
Co-operative core business• 139 independent Local Member
Rabobanks• 7.6 million customers• 1.9 million members• 872 branch offices• 27,272 FTE
Rabobank has been awarded the highest credit rating for private banks by S&P, Moody’s and DBRS
Profile of Rabobank Group
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Rabobank Nederland
Putting the interests of our customers and members first
• Providing the best possible financial services for customers• Offering continuity in our services in the customer’s long-term interest• Ensuring the bank’s involvement with the client and his or her environment
Rabobank Group Core Values•Respect •Integrity•Professionalism •Sustainability
Rabobank Brand Values•Involved •Nearby •Leading
Our values
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Rabobank Nederland
Responsible banking in the environmental, social and governance fields
• To be the largest, best and most innovative financial services provider in the Netherlands
• To be the best food & agri bank internationally with a strong presence in the world’s main food & agri countries
Our mission
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Rabobank Nederland
10 million customers1.8 million members
141 Local Member Rabobanks with 892 branch offices
Support Local Member Rabobanks Rabobank International Support Services Rabobank Group
Asset ManagementRobecoSchretlen & Co
LeasingDe Lage Landen•Athlon Carlease•Freo
Real EstateRabo Real Estate Group•Bouwfonds Property Development•MAB Development•FGH Bank•Bouwfonds REIM•Public Fund Management Netherlands
InsuranceAchmea (31%)•Interpolis
Partner BanksBanco Terra (31%)Banco Regional (40%)BPR (35%)NMB (35%)Zanaco (46%)URCB (9%)Banco Sicredi (25%)
International retailACC BankBank BGZ (59%)
CorporateRembrandt Mergers & Acquisitions
MortgagesObvion (70%)
Subsidiaries and equity investments
Rabobank Nederland
Organigram
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Rabobank Nederland
Group ICT
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Rabobank Nederland
Application Development & Maintenance
Opbouw
portfolio
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Rabobank Nederland
Outline
• Introduction
• My experience with process mining at Rabobank
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Rabobank Nederland
My process mining experience at Rabobank
2009 2010 2011 2012 2013
Aware Aware/Interested Interested Evaluating Adopting
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Rabobank Nederland
Outline
• Introduction
• My experience with process mining at Rabobank
• Paradigm shift of working with process mining
15
![Page 16: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/16.jpg)
Process mining is a paradigm shift, that changes decision-making and organizational change processes
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Rabobank’s vision op process mining
• Facts (objective), decisions are not based on assumptions or subjective analysis
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Process mining is a paradigm shift, that changes decision-making and organizational change processes
17
Rabobank’s vision op process mining
• Facts (objective), decisions are not based on assumptions or subjective analysis
• Full (complete), decisions are not based on samples or assumptions
![Page 18: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/18.jpg)
Process mining is a paradigm shift, that changes decision-making and organizational change processes
18
Rabobank’s vision op process mining
• Facts (objective), decisions are not based on assumptions or subjective analysis
• Full (complete), decisions are not based on samples or assumptions
• For real (true comparison), comparisons between departments are not based on debatable industry benchmarks
![Page 19: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/19.jpg)
Process mining is a paradigm shift, that changes decision-making and organizational change processes
19
Rabobank’s vision op process mining
• Facts (objective), decisions are not based on assumptions or subjective analysis
• Full (complete), decisions are not based on samples or assumptions
• For real (true comparison), comparisons between departments are not based on debatable industry benchmarks
• Fast (digital data), decisions are not based on interviews, but digital transaction data
![Page 20: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/20.jpg)
Process Analysis
Process mining provides faster and cheaper process intelligence to initiate changes
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Rabobank’s visie op process mining
Preps(Data Mining)
ProcessAnalysis
Traditional (process) analysis has long lead time and is labor intensive
Process mining takes a lot of time initially to get data. Overall faster and cheaper.
Preps
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Outline
• Introduction
• My experience with process mining at Rabobank
• Paradigm shift of working with process mining
• Lessons learned and pittfalls
21
![Page 22: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/22.jpg)
Rabobank Nederland
Lessons Learned
• Process mining delivers what you expect− Quick insight into current proces− Quick insight into bottlenecks− Quick insight into conformance issues
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![Page 23: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/23.jpg)
Rabobank Nederland
Lessons Learned
• Process mining delivers what you expect− Quick insight into current proces− Quick insight into bottlenecks− Quick insight into conformance issues
• Further cause analysis, guided by process mining functionality, leads to concrete solutions
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![Page 24: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/24.jpg)
Rabobank Nederland
Lessons Learned
• Process mining delivers what you expect− Quick insight into current proces− Quick insight into bottlenecks− Quick insight into conformance issues
• Further cause analysis, guided by process mining functionality, leads to concrete solutions
• Weakest link is data collection, preparation and interpretation
24
![Page 25: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/25.jpg)
Rabobank Nederland
Lessons Learned
• Process mining delivers what you expect− Quick insight into current proces− Quick insight into bottlenecks− Quick insight into conformance issues
• Further cause analysis, guided by process mining functionality, leads to concrete solutions
• Weakest link is data collection, preparation and interpretation
• Analysis is performed effective and efficiently through using a professional tool and tool expert
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![Page 26: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/26.jpg)
Rabobank Nederland
Lessons Learned
• Process mining delivers what you expect− Quick insight into current proces− Quick insight into bottlenecks− Quick insight into conformance issues
• Further cause analysis, guided by process mining functionality, leads to concrete solutions
• Weakest link is data collection, preparation and interpretation
• Analysis is performed effective and efficiently through using a professional tool and tool expert
• Keep on digging and you will eventually reach a “usable” data-source (and sometimes not)
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![Page 27: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/27.jpg)
Rabobank Nederland
Pitfalls
• "Garbage in" is "garbage out" (design, registration behavior, and (business) interpretation of data in information systems)
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Rabobank Nederland
Pitfalls
• "Garbage in" is "garbage out" (design, registration behavior, and (business) interpretation of data in information systems)
• Degree of (process) logging of data in today's information systems (process aware systems / lack of logging due to performance or storage issues)
28
![Page 29: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/29.jpg)
Rabobank Nederland
Pitfalls
• "Garbage in" is "garbage out" (design, registration behavior, and (business) interpretation of data in information systems)
• Degree of (process) logging of data in today's information systems (process aware systems / lack of logging due to performance or storage issues)
• (Event) logs are often confidential (e.g. customer / employee data, privacy laws)
29
![Page 30: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/30.jpg)
Rabobank Nederland
Pitfalls
• "Garbage in" is "garbage out" (design, registration behavior, and (business) interpretation of data in information systems)
• Degree of (process) logging of data in today's information systems (process aware systems / lack of logging due to performance or storage issues)
• (Event) logs are often confidential (e.g. customer / employee data, privacy laws)
• Distribution of data across different systems and the lack of data in data warehouses (difficult / impossible to find a suitable case-id, which links data across multiple systems)
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![Page 31: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/31.jpg)
Rabobank Nederland
Pitfalls
• "Garbage in" is "garbage out" (design, registration behavior, and (business) interpretation of data in information systems)
• Degree of (process) logging of data in today's information systems (process aware systems / lack of logging due to performance or storage issues)
• (Event) logs are often confidential (e.g. customer / employee data, privacy laws)
• Distribution of data across different systems and the lack of data in data warehouses (difficult / impossible to find a suitable case-id, which links data across multiple systems)
• No objective facts on manual intervention in business processes (e.g. consultation with clients)
31
![Page 32: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/32.jpg)
Rabobank Nederland
Pitfalls
• "Garbage in" is "garbage out" (design, registration behavior, and (business) interpretation of data in information systems)
• Degree of (process) logging of data in today's information systems (process aware systems / lack of logging due to performance or storage issues)
• (Event) logs are often confidential (e.g. customer / employee data, privacy laws)
• Distribution of data across different systems and the lack of data in data warehouses (difficult / impossible to find a suitable case-id, which links data across multiple systems)
• No objective facts on manual intervention in business processes (e.g. consultation with clients)
• Large databases like SAP, Oracle Siebel (customized configuration, which tables contain which data?)
32
![Page 33: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/33.jpg)
Rabobank Nederland
Pitfalls
• "Garbage in" is "garbage out" (design, registration behavior, and (business) interpretation of data in information systems)
• Degree of (process) logging of data in today's information systems (process aware systems / lack of logging due to performance or storage issues)
• (Event) logs are often confidential (e.g. customer / employee data, privacy laws)
• Distribution of data across different systems and the lack of data in data warehouses (difficult / impossible to find a suitable case-id, which links data across multiple systems)
• No objective facts on manual intervention in business processes (e.g. consultation with clients)
• Large databases like SAP, Oracle Siebel (customized configuration, which tables contain which data?)
• (Internal) cost allocation for transport of data (transporting data from A to B costs money)
33
![Page 34: Rabobank Nederland Process mining At Rabobank Frank van Geffen19-9-2013.](https://reader036.fdocuments.in/reader036/viewer/2022062313/56649cfe5503460f949cf079/html5/thumbnails/34.jpg)
Rabobank Nederland
Questions?
34