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Akademia IBM Social Business 2016
16 -18 maja
Hotel Fabryka Wełny
http://www.fabrykawelny.pl/
21 Ways to make your
data work for you
Christoph Adler - panagenda
© 2016 IBM Corporation
1
Christoph Adler – Senior Consultant
15 years of IBM (Lotus) solutions experience
Since 2007 focused on
• IBM Notes Client Management
• Analysis and Optimization of ICS infrastructures
Lives in Germany
• don’t give energy drinks
13 Ways to make your data work for you
21 Ways to make your data work for you
This session was created and presented for/at IBM Connect2016 by
Francie Tanner and Henning Kunz
Agenda
• Introduction
• 21 Real World topics – buckle up
– Mobility
– Security
– Cloud
– Consolidation and optimization
– Virtualization
– Troubleshooting
– Upgrades
• Wrap Up
4
iDNA
5
GreenLight MarvelClient
For a better understanding ...
Make Your Data Work for You
Mobility
1. Mobilization of apps
• 15 European Locations
• 8000 Users
• 1200 Domino Apps
• Logistics
„We want to mobilize the 20 most heavily used applications that sales users
throughout Europe access in read only mode. How can we find them?“
Domino Data
• Collect session logs from all servers
• Collect nsf inventory from all servers
• Collect person information from all users
Non Domino Data
• Merge organizational info to person info
 Analyze and Visualize
7
Applications used from Sales in read only mode
8
Sales
only
Applications used from Sales in read only mode
9
Sales
only
Read only
Applications used from Sales in read only mode
10
Sales
only
Read only
>100 user
Applications used from Sales in read only mode
11
2. Distribution of Mobile Devices talking to Traveler
• 40 Global Locations
• 14.000 Users
• 3000 Mobile Devices
• Chemicals
„Which sort of devices are talking to our Traveler Servers, how many are
syncing properly, and how many devices do our users have?“
Traveler Data
• Collect Data via Traveler API
 Analyze and Visualize
12
Mobile Device Stats
13
Username
Make Your Data Work for You
Security
3. Employee Change
• 4 National Locations
• 1000 Users
• 120 Domino Apps
• Audits
„We need to know, which Notes resources a user, that has left the company, has
accessed in the last quarter.“
Domino Data
• Collect session logs from all servers
• Collect nsf inventory from all servers
• Collect person information from all users
Non Domino Data
• Merge organizational info to person info
 Analyze and Visualize
15
Which databases did a specific user touch?
16
Select User
Which databases did a specific user touch?
17
4. VIP Mailfile Access
• 10 Middle East locations
• 2000 Users
• 150 Domino Apps
• Banking
„Who all has accessed our VIP’s mail files ?“
Domino Data
• Collect session logs from all servers
• Collect nsf inventory from all servers
• Collect person information from all users
 Analyze and Visualize
18
Access on VIP mailfiles
19
Access on VIP mailfiles
20
Select
Mailfile
Make Your Data Work for You
Cloud
5. Cloud Onboarding
• 90 International Locations
• > 10,000 Users
• Chemical
„How can we move all users to IBM Cloud reliably and consistently?“
Notes Data
• Monitor client configurations
Domino Data
• Monitor public addressbook
 Analyze and Visualize
22
Cloud Onboarding solution
• 25% of all users would not react to onboarding email in time
• Delegates were not reconfigured at all (only their own mailfile)
Solution:
• Watch for change of mail server in public addressbook
• If it changes from on premises to cloud  ensure seamless cloud
onboarding without end user interaction
• Reconfigure clients of delegates, too
23
6. User Demand
• 10 National locations
• 35000 Users
• 150 Servers
• Government
„What server impact are my users causing? Which Users could I move?“
Domino Data
• Collect session logs from all servers
• Collect nsf inventory from all servers
• Collect person information from all users
 Analyze and Visualize
24
User Impact by Demand Category
25
Make Your Data Work for You
Consolidation and Optimization
7. Corporate File Analysis
• 10 National locations
• 35000 Users
• 150 Servers
• Government
„We are concerned with data growth patterns and software adoption and want to know
which files are out there.“
Domino Data
• Collect attachment info within serverbased Databases
• Collect person information from all users
Non Domino Data
• Collect fileinfo from local filesystems
• Collect fileinfo from fileshares
• Collect fileinfo from Connections files
• Collect fileinfo from Connections Content Manager
• Merge geographical info to person info
• Merge geographical info into filedata
 Analyze and Visualize
27
Example: Duplication in Connections Files and CCM
28
8. Server HW and OS Replacement
• 37 International locations
• 4500 Users
• 2900 Domino Apps
• Manufacturing
„We are replacing our IBM Domino hardware and OS, how many servers do
we need and how should we size them?“
Domino Data
• Collect session logs from all servers
• Collect Domino Server statistics
 Analyze and Visualize
29
Server Utilization
30
9. Domino Mail Move
• 265 International locations
• 18000 User
• Logistics
„We have to move half of our users to new servers.
How can we do that with full control of timing?
How many delegates will be affected?
How can we track what's going on along the way?“
Notes Data
• Collect Notes Client info from all users continuosly
• Collect Mailfile Inventory
• Collect Database Usage
 Analyze
31
Mailfiles - Icons on Desktops
32
10. Server Consolidation
• 14 International locations
• 1000 Users
• 420 Domino Apps
• Printing/Packaging
„As part of our centralization project, what bandwidth will we need from the
remote locations to the new datacenter?“
Domino Data
• Collect session logs from all servers
• Collect nsf inventory from all servers
• Collect person information from all users
Non Domino Data
• Merge geographical info to person info
• Merge geographical info to servers
 Analyze and Visualize
33
Bandwidth within/to HQ
34
Bandwith within remote locations
35
Make Your Data Work for You
Housekeeping
11. Housekeeping
• > 30,000 Users
• Insurance
„How can we best cleanup and standardize our IBM Notes client
configurations for all users?“
Notes Data
• Collect configuration from all clients
Domino Data
• Collect nsf inventory from all servers
 Analyze and Visualize
37
Housekeeping solution
• > 2,000 users with outdated personal address book
• 105,000 duplicate local replicas
• 1 million local databases with old ODS
• 225,000 invalid links (target no longer exists)
• 100,000 wrong links (target moved)
• 37,000 unused local replicas (replica of server database but no local icon)
• …
Solution:
• Executed instructions on all clients to
– fix design of personal address books, update ODS of local databases
– remove duplicate replicas and invalid links, fix wrong links
– delete unused local replicas
– …
38
Make Your Data Work for You
Virtualization
12. ClientStartFaster=1?
• > 1,000 Users
• Banking
„How can we achieve fast client startup times with our Virtual Desktop
Infrastructure (VDI)?“
Notes Data
• Collect client startup times from all clients over a period of time
 Analyze and Visualize
40
ClientStartFaster=1
• Startup times measured over 2 weeks from starting Notes to end of
splash screen
– Average startup time was 2 minutes
– Worst startup times going as high as 5 minutes
• Root cause: Standard clients with data directories on network drives
Solution:
• Moved data directory from network drives to “local” disk in VDI
– Includes (non-IBM)-roaming of data between network drive and VDI
• 95% less network traffic and reduction in backup storage
• Average startup time was 5 seconds, worst times 20 seconds
41
Make Your Data Work for You
Troubleshooting
13. Too many sessions on Servers
• 10 National locations
• 35000 Users
• 150 Servers
• Government
„We have way to many sessions on our mail servers,
how can we find out what's going on?“
Domino Data
• Collect and store statistics info from Domino Servers
• Collect and store ClientClock Data
 Analyze and Visualize
43
User sessions on Clustermates
44
14. Unpredictable Performance on Traveler Server
• A lot of National locations
• 95000 Users
• 160 Servers
• Logistics
„Our Traveler Servers exhibit strange http session behavior,
what is going wrong?“
Domino Data
• Collect and store statistics info from Domino Servers
 Visualize and Analyze
45
LDAP Server <-> Traveler Server
46
LDAP Server
Traveler Server
Traveler Server
15. Local Notes Databases on Terminalserverclient
• A lot of National locations
• 95000 Users
• 160 Servers
• Logistics
„We want to change the architecture of our terminal server based IBM
Notes client from network drive to local data.
Which local databases are out there?“
Notes Data
• Collect and store Data from Notes Clients
 Analyze and Visualize
47
Citrix users local files
48
1191 Users
2191 distinct filenames
6249 local intances
Non System
files only
1191 Users
990 distinct filenames
1649 local intances
16. Latency Map for Notesclients
• A lot of locations
• >100.000 Users
• A lot of Servers
• known
„We need to know latencies in all client locations.“
Notes Data
• Collect and store Latency Data from Notes Clients
• Collect IP Adresses from Notes Clients
• Map Notes Client IP to Geolocation
 Analyze and Visualize
49
Latency Server to Client (Access to Homeserver)
50
17. Domino health
• 40 Global Locations
• 14.000 Users
• 3000 Mobile Devices
• Chemicals
„How are my Domino servers doing?“
Domino Data
• Collect Domino statistics
 Analyze and Visualize
51
Domino Audit Sensor
52
Make Your Data Work for You
Client Upgrades
18. Successful Client Upgrades
• > 5,000 Users
• Retail
„How can we create a predictable, scalable, non-disruptive IBM Notes client
upgrade?“
Notes Data
• Collect client configuration details and pass onto corporate software deployment
 Analyze and Visualize
54
Successful Client Upgrades solution
• Classic software deployment tools are not “Notes-aware”
– Cannot cope with multiple notes.ini files
– Struggle with different / unknown install locations
– No knowledge of “Notes internals” like names.nsf, replicator pages etc.
 Long ITTT (If this then that) scripts
Solution:
• Detect location of program and data directory and notes.ini
• Pass on to corporate software deployment tooling to increase success
rate from 90% to 98%
– Fixing the 5% error rate is usually as costly and time consuming as the easy 95%
• Closing the gap reduces project duration and cost significantly (near 50% reduction!)
55
Make Your Data Work for You
Technology Change
19. Mail and Calendar Migration
• ~80 International Locations
• 12.000 Users
• 100 Servers
• Engineering
„We need to consolidate our mail systems into one, which applications
will break, if we migrate mail & calendar from Domino?“
Domino Data
• Extract Design from Domino Applications
 Analyze and Visualize
57
Design analysis on applications
58
15.272.234 lines of code
20. What effort would it take to port apps?
• A lot of National locations
• 95000 Users
• 160 Servers
• Logistics
„We are thinking about Cloud, is there a rough effort estimate to migrate all
our application code to a different collaboration platform?“
Domino Data
• Extract Design from Domino Applications
 Analyze
59
Constructive Cost Model COCOMO
60
Using Constructive Cost Model
Cocomo (II) calculation model
University of California
Available from Center for Systems and Software Engineering
http://csse.usc.edu/tools/COCOMOII.php
Cocomo II calculations include Development Time, Testing, Acceptance & Implementation
Personnel Attributes all set to: Very High
5,271,063 Lines of Code results:
Person Months: 9,206 (= 767 Person Years)
Min. Months Schedule: 75
Make Your Data Work for You
Social Adoption
21. Whats being used in my Connections?
• All connections customers worldwide
• A big bunch of users
• A big bunch of servers
„What are our users doing in Connections?“
Connections data
• Collect all you can....
 Analyze & Visualize
62
Connections Dashboard
63
To take away
• Your collaboration infrastrucure contains valuable data
• Extracting meaning from this data depends on knowing how/where to
look
• Visualization helps to see trends and patterns and understand
relationships
• panagenda can help via:
– Software solutions
– Services and expertise
– Complimentary analyze licenses and more – please see us at booth 400
64
Make Your Data Work for You
Questions?
Make Your Data Work for You
Thank you!
christoph.adler@panagenda.com
Headquarters, Austria:
panagenda GmbH (Ltd.)
Schreyvogelgasse 3/10
AT 1010 Vienna
Phone: +43 1 89 012 89
Fax: +43 1 89 012 89-15
E-Mail: info@panagenda.com
Headquarters, Germany:
panagenda GmbH (Ltd.)
Lahnstraße 17
DE 64646 Heppenheim
Phone: +49 6252 67 939-00
Fax: +49 6252 67 939-16
E-Mail: info@panagenda.com
USA:
panagenda Inc.
60 State Street, Suite 700
MA 02109 Boston
Phone: +1 617 855 5961
Fax: +1 617 488 2292
E-Mail: info@panagenda.com
Germany:
panagenda Consulting GmbH (Ltd.)
Donnersbergstraße 1
DE 64646 Heppenheim
Phone: +49 6252 67 939-86
Fax: +49 6252 67 939-16
E-Mail: info@panagenda.com
The Netherlands:
Trust Factory B.V.
11th Floor,
Koningin Julianaplein 10
NL 2595 AA The Hague
Phone: +31 70 80 801 96
E-Mail: info@trust-factory.com
© 2007-2015 panagenda
Make Your Data Work for You

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21 Ways To Make Your Data Work For You - IBM Social Business Academy 2016 - Poland

  • 1. Akademia IBM Social Business 2016 16 -18 maja Hotel Fabryka Wełny http://www.fabrykawelny.pl/ 21 Ways to make your data work for you Christoph Adler - panagenda © 2016 IBM Corporation 1
  • 2. Christoph Adler – Senior Consultant 15 years of IBM (Lotus) solutions experience Since 2007 focused on • IBM Notes Client Management • Analysis and Optimization of ICS infrastructures Lives in Germany • don’t give energy drinks 13 Ways to make your data work for you
  • 3. 21 Ways to make your data work for you This session was created and presented for/at IBM Connect2016 by Francie Tanner and Henning Kunz
  • 4. Agenda • Introduction • 21 Real World topics – buckle up – Mobility – Security – Cloud – Consolidation and optimization – Virtualization – Troubleshooting – Upgrades • Wrap Up 4
  • 5. iDNA 5 GreenLight MarvelClient For a better understanding ...
  • 6. Make Your Data Work for You Mobility
  • 7. 1. Mobilization of apps • 15 European Locations • 8000 Users • 1200 Domino Apps • Logistics „We want to mobilize the 20 most heavily used applications that sales users throughout Europe access in read only mode. How can we find them?“ Domino Data • Collect session logs from all servers • Collect nsf inventory from all servers • Collect person information from all users Non Domino Data • Merge organizational info to person info  Analyze and Visualize 7
  • 8. Applications used from Sales in read only mode 8
  • 9. Sales only Applications used from Sales in read only mode 9
  • 10. Sales only Read only Applications used from Sales in read only mode 10
  • 11. Sales only Read only >100 user Applications used from Sales in read only mode 11
  • 12. 2. Distribution of Mobile Devices talking to Traveler • 40 Global Locations • 14.000 Users • 3000 Mobile Devices • Chemicals „Which sort of devices are talking to our Traveler Servers, how many are syncing properly, and how many devices do our users have?“ Traveler Data • Collect Data via Traveler API  Analyze and Visualize 12
  • 14. Make Your Data Work for You Security
  • 15. 3. Employee Change • 4 National Locations • 1000 Users • 120 Domino Apps • Audits „We need to know, which Notes resources a user, that has left the company, has accessed in the last quarter.“ Domino Data • Collect session logs from all servers • Collect nsf inventory from all servers • Collect person information from all users Non Domino Data • Merge organizational info to person info  Analyze and Visualize 15
  • 16. Which databases did a specific user touch? 16
  • 17. Select User Which databases did a specific user touch? 17
  • 18. 4. VIP Mailfile Access • 10 Middle East locations • 2000 Users • 150 Domino Apps • Banking „Who all has accessed our VIP’s mail files ?“ Domino Data • Collect session logs from all servers • Collect nsf inventory from all servers • Collect person information from all users  Analyze and Visualize 18
  • 19. Access on VIP mailfiles 19
  • 20. Access on VIP mailfiles 20 Select Mailfile
  • 21. Make Your Data Work for You Cloud
  • 22. 5. Cloud Onboarding • 90 International Locations • > 10,000 Users • Chemical „How can we move all users to IBM Cloud reliably and consistently?“ Notes Data • Monitor client configurations Domino Data • Monitor public addressbook  Analyze and Visualize 22
  • 23. Cloud Onboarding solution • 25% of all users would not react to onboarding email in time • Delegates were not reconfigured at all (only their own mailfile) Solution: • Watch for change of mail server in public addressbook • If it changes from on premises to cloud  ensure seamless cloud onboarding without end user interaction • Reconfigure clients of delegates, too 23
  • 24. 6. User Demand • 10 National locations • 35000 Users • 150 Servers • Government „What server impact are my users causing? Which Users could I move?“ Domino Data • Collect session logs from all servers • Collect nsf inventory from all servers • Collect person information from all users  Analyze and Visualize 24
  • 25. User Impact by Demand Category 25
  • 26. Make Your Data Work for You Consolidation and Optimization
  • 27. 7. Corporate File Analysis • 10 National locations • 35000 Users • 150 Servers • Government „We are concerned with data growth patterns and software adoption and want to know which files are out there.“ Domino Data • Collect attachment info within serverbased Databases • Collect person information from all users Non Domino Data • Collect fileinfo from local filesystems • Collect fileinfo from fileshares • Collect fileinfo from Connections files • Collect fileinfo from Connections Content Manager • Merge geographical info to person info • Merge geographical info into filedata  Analyze and Visualize 27
  • 28. Example: Duplication in Connections Files and CCM 28
  • 29. 8. Server HW and OS Replacement • 37 International locations • 4500 Users • 2900 Domino Apps • Manufacturing „We are replacing our IBM Domino hardware and OS, how many servers do we need and how should we size them?“ Domino Data • Collect session logs from all servers • Collect Domino Server statistics  Analyze and Visualize 29
  • 31. 9. Domino Mail Move • 265 International locations • 18000 User • Logistics „We have to move half of our users to new servers. How can we do that with full control of timing? How many delegates will be affected? How can we track what's going on along the way?“ Notes Data • Collect Notes Client info from all users continuosly • Collect Mailfile Inventory • Collect Database Usage  Analyze 31
  • 32. Mailfiles - Icons on Desktops 32
  • 33. 10. Server Consolidation • 14 International locations • 1000 Users • 420 Domino Apps • Printing/Packaging „As part of our centralization project, what bandwidth will we need from the remote locations to the new datacenter?“ Domino Data • Collect session logs from all servers • Collect nsf inventory from all servers • Collect person information from all users Non Domino Data • Merge geographical info to person info • Merge geographical info to servers  Analyze and Visualize 33
  • 35. Bandwith within remote locations 35
  • 36. Make Your Data Work for You Housekeeping
  • 37. 11. Housekeeping • > 30,000 Users • Insurance „How can we best cleanup and standardize our IBM Notes client configurations for all users?“ Notes Data • Collect configuration from all clients Domino Data • Collect nsf inventory from all servers  Analyze and Visualize 37
  • 38. Housekeeping solution • > 2,000 users with outdated personal address book • 105,000 duplicate local replicas • 1 million local databases with old ODS • 225,000 invalid links (target no longer exists) • 100,000 wrong links (target moved) • 37,000 unused local replicas (replica of server database but no local icon) • … Solution: • Executed instructions on all clients to – fix design of personal address books, update ODS of local databases – remove duplicate replicas and invalid links, fix wrong links – delete unused local replicas – … 38
  • 39. Make Your Data Work for You Virtualization
  • 40. 12. ClientStartFaster=1? • > 1,000 Users • Banking „How can we achieve fast client startup times with our Virtual Desktop Infrastructure (VDI)?“ Notes Data • Collect client startup times from all clients over a period of time  Analyze and Visualize 40
  • 41. ClientStartFaster=1 • Startup times measured over 2 weeks from starting Notes to end of splash screen – Average startup time was 2 minutes – Worst startup times going as high as 5 minutes • Root cause: Standard clients with data directories on network drives Solution: • Moved data directory from network drives to “local” disk in VDI – Includes (non-IBM)-roaming of data between network drive and VDI • 95% less network traffic and reduction in backup storage • Average startup time was 5 seconds, worst times 20 seconds 41
  • 42. Make Your Data Work for You Troubleshooting
  • 43. 13. Too many sessions on Servers • 10 National locations • 35000 Users • 150 Servers • Government „We have way to many sessions on our mail servers, how can we find out what's going on?“ Domino Data • Collect and store statistics info from Domino Servers • Collect and store ClientClock Data  Analyze and Visualize 43
  • 44. User sessions on Clustermates 44
  • 45. 14. Unpredictable Performance on Traveler Server • A lot of National locations • 95000 Users • 160 Servers • Logistics „Our Traveler Servers exhibit strange http session behavior, what is going wrong?“ Domino Data • Collect and store statistics info from Domino Servers  Visualize and Analyze 45
  • 46. LDAP Server <-> Traveler Server 46 LDAP Server Traveler Server Traveler Server
  • 47. 15. Local Notes Databases on Terminalserverclient • A lot of National locations • 95000 Users • 160 Servers • Logistics „We want to change the architecture of our terminal server based IBM Notes client from network drive to local data. Which local databases are out there?“ Notes Data • Collect and store Data from Notes Clients  Analyze and Visualize 47
  • 48. Citrix users local files 48 1191 Users 2191 distinct filenames 6249 local intances Non System files only 1191 Users 990 distinct filenames 1649 local intances
  • 49. 16. Latency Map for Notesclients • A lot of locations • >100.000 Users • A lot of Servers • known „We need to know latencies in all client locations.“ Notes Data • Collect and store Latency Data from Notes Clients • Collect IP Adresses from Notes Clients • Map Notes Client IP to Geolocation  Analyze and Visualize 49
  • 50. Latency Server to Client (Access to Homeserver) 50
  • 51. 17. Domino health • 40 Global Locations • 14.000 Users • 3000 Mobile Devices • Chemicals „How are my Domino servers doing?“ Domino Data • Collect Domino statistics  Analyze and Visualize 51
  • 53. Make Your Data Work for You Client Upgrades
  • 54. 18. Successful Client Upgrades • > 5,000 Users • Retail „How can we create a predictable, scalable, non-disruptive IBM Notes client upgrade?“ Notes Data • Collect client configuration details and pass onto corporate software deployment  Analyze and Visualize 54
  • 55. Successful Client Upgrades solution • Classic software deployment tools are not “Notes-aware” – Cannot cope with multiple notes.ini files – Struggle with different / unknown install locations – No knowledge of “Notes internals” like names.nsf, replicator pages etc.  Long ITTT (If this then that) scripts Solution: • Detect location of program and data directory and notes.ini • Pass on to corporate software deployment tooling to increase success rate from 90% to 98% – Fixing the 5% error rate is usually as costly and time consuming as the easy 95% • Closing the gap reduces project duration and cost significantly (near 50% reduction!) 55
  • 56. Make Your Data Work for You Technology Change
  • 57. 19. Mail and Calendar Migration • ~80 International Locations • 12.000 Users • 100 Servers • Engineering „We need to consolidate our mail systems into one, which applications will break, if we migrate mail & calendar from Domino?“ Domino Data • Extract Design from Domino Applications  Analyze and Visualize 57
  • 58. Design analysis on applications 58 15.272.234 lines of code
  • 59. 20. What effort would it take to port apps? • A lot of National locations • 95000 Users • 160 Servers • Logistics „We are thinking about Cloud, is there a rough effort estimate to migrate all our application code to a different collaboration platform?“ Domino Data • Extract Design from Domino Applications  Analyze 59
  • 60. Constructive Cost Model COCOMO 60 Using Constructive Cost Model Cocomo (II) calculation model University of California Available from Center for Systems and Software Engineering http://csse.usc.edu/tools/COCOMOII.php Cocomo II calculations include Development Time, Testing, Acceptance & Implementation Personnel Attributes all set to: Very High 5,271,063 Lines of Code results: Person Months: 9,206 (= 767 Person Years) Min. Months Schedule: 75
  • 61. Make Your Data Work for You Social Adoption
  • 62. 21. Whats being used in my Connections? • All connections customers worldwide • A big bunch of users • A big bunch of servers „What are our users doing in Connections?“ Connections data • Collect all you can....  Analyze & Visualize 62
  • 64. To take away • Your collaboration infrastrucure contains valuable data • Extracting meaning from this data depends on knowing how/where to look • Visualization helps to see trends and patterns and understand relationships • panagenda can help via: – Software solutions – Services and expertise – Complimentary analyze licenses and more – please see us at booth 400 64
  • 65. Make Your Data Work for You Questions?
  • 66. Make Your Data Work for You Thank you! christoph.adler@panagenda.com
  • 67. Headquarters, Austria: panagenda GmbH (Ltd.) Schreyvogelgasse 3/10 AT 1010 Vienna Phone: +43 1 89 012 89 Fax: +43 1 89 012 89-15 E-Mail: info@panagenda.com Headquarters, Germany: panagenda GmbH (Ltd.) Lahnstraße 17 DE 64646 Heppenheim Phone: +49 6252 67 939-00 Fax: +49 6252 67 939-16 E-Mail: info@panagenda.com USA: panagenda Inc. 60 State Street, Suite 700 MA 02109 Boston Phone: +1 617 855 5961 Fax: +1 617 488 2292 E-Mail: info@panagenda.com Germany: panagenda Consulting GmbH (Ltd.) Donnersbergstraße 1 DE 64646 Heppenheim Phone: +49 6252 67 939-86 Fax: +49 6252 67 939-16 E-Mail: info@panagenda.com The Netherlands: Trust Factory B.V. 11th Floor, Koningin Julianaplein 10 NL 2595 AA The Hague Phone: +31 70 80 801 96 E-Mail: info@trust-factory.com © 2007-2015 panagenda Make Your Data Work for You