SlideShare a Scribd company logo
1 of 39
FROM DATA TO
DECISIONS
DAMIAAN VAN ZANEN
TOTAL SYNERGY
@damiaanvz
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen
Synergy2017 - From data to decision - Damiaan van Zanen

More Related Content

Viewers also liked

Cartel2011 150307130010-conversion-gate01
Cartel2011 150307130010-conversion-gate01Cartel2011 150307130010-conversion-gate01
Cartel2011 150307130010-conversion-gate01edgar carrasco
 
Ensayo de la inflación para el año 2017 lervin loyo
Ensayo de la inflación para el año 2017 lervin loyoEnsayo de la inflación para el año 2017 lervin loyo
Ensayo de la inflación para el año 2017 lervin loyoLervin Loyo
 
La globalizacion en la economia venezolana
La globalizacion en la economia venezolanaLa globalizacion en la economia venezolana
La globalizacion en la economia venezolanaLervin Loyo
 
Skpl simasjid b13 140081402014705
Skpl simasjid b13 140081402014705Skpl simasjid b13 140081402014705
Skpl simasjid b13 140081402014705Winda Dwiastini
 
Total Synergy 2015 client satisfaction survey results
Total Synergy 2015 client satisfaction survey resultsTotal Synergy 2015 client satisfaction survey results
Total Synergy 2015 client satisfaction survey resultsTotal Synergy
 
Synergy2016 Tech Keynote – A tale of two cities - Sophie Bryne, Microsoft
Synergy2016 Tech Keynote – A tale of two cities - Sophie Bryne, MicrosoftSynergy2016 Tech Keynote – A tale of two cities - Sophie Bryne, Microsoft
Synergy2016 Tech Keynote – A tale of two cities - Sophie Bryne, MicrosoftTotal Synergy
 
Synergy2016 – Using historical data for quick fee proposals in Synergy - Pete...
Synergy2016 – Using historical data for quick fee proposals in Synergy - Pete...Synergy2016 – Using historical data for quick fee proposals in Synergy - Pete...
Synergy2016 – Using historical data for quick fee proposals in Synergy - Pete...Total Synergy
 
Delitos informaticos
Delitos informaticosDelitos informaticos
Delitos informaticosKike Torres
 
Diagnóstico del proyecto
Diagnóstico  del proyectoDiagnóstico  del proyecto
Diagnóstico del proyectoUPEL
 
20170327 Join眾開講:法律法規案工作坊
20170327 Join眾開講:法律法規案工作坊20170327 Join眾開講:法律法規案工作坊
20170327 Join眾開講:法律法規案工作坊Chia Hua Lu
 

Viewers also liked (19)

Social Hyperlink
Social HyperlinkSocial Hyperlink
Social Hyperlink
 
Virtual
VirtualVirtual
Virtual
 
Tecnologia e informatica el bombillo
Tecnologia e informatica el bombilloTecnologia e informatica el bombillo
Tecnologia e informatica el bombillo
 
Infecciones y Heridas
Infecciones y HeridasInfecciones y Heridas
Infecciones y Heridas
 
Cartel2011 150307130010-conversion-gate01
Cartel2011 150307130010-conversion-gate01Cartel2011 150307130010-conversion-gate01
Cartel2011 150307130010-conversion-gate01
 
LA DIVINA COMEDIA PLAN LECTOR
LA DIVINA COMEDIA PLAN LECTORLA DIVINA COMEDIA PLAN LECTOR
LA DIVINA COMEDIA PLAN LECTOR
 
Ensayo de la inflación para el año 2017 lervin loyo
Ensayo de la inflación para el año 2017 lervin loyoEnsayo de la inflación para el año 2017 lervin loyo
Ensayo de la inflación para el año 2017 lervin loyo
 
La globalizacion en la economia venezolana
La globalizacion en la economia venezolanaLa globalizacion en la economia venezolana
La globalizacion en la economia venezolana
 
La divina comedia de dante
La divina comedia de danteLa divina comedia de dante
La divina comedia de dante
 
Skpl simasjid b13 140081402014705
Skpl simasjid b13 140081402014705Skpl simasjid b13 140081402014705
Skpl simasjid b13 140081402014705
 
Total Synergy 2015 client satisfaction survey results
Total Synergy 2015 client satisfaction survey resultsTotal Synergy 2015 client satisfaction survey results
Total Synergy 2015 client satisfaction survey results
 
Synergy2016 Tech Keynote – A tale of two cities - Sophie Bryne, Microsoft
Synergy2016 Tech Keynote – A tale of two cities - Sophie Bryne, MicrosoftSynergy2016 Tech Keynote – A tale of two cities - Sophie Bryne, Microsoft
Synergy2016 Tech Keynote – A tale of two cities - Sophie Bryne, Microsoft
 
Synergy2016 – Using historical data for quick fee proposals in Synergy - Pete...
Synergy2016 – Using historical data for quick fee proposals in Synergy - Pete...Synergy2016 – Using historical data for quick fee proposals in Synergy - Pete...
Synergy2016 – Using historical data for quick fee proposals in Synergy - Pete...
 
Delitos informaticos
Delitos informaticosDelitos informaticos
Delitos informaticos
 
Deuda interna
Deuda internaDeuda interna
Deuda interna
 
Question 3
Question 3Question 3
Question 3
 
Diagnóstico del proyecto
Diagnóstico  del proyectoDiagnóstico  del proyecto
Diagnóstico del proyecto
 
20170327 Join眾開講:法律法規案工作坊
20170327 Join眾開講:法律法規案工作坊20170327 Join眾開講:法律法規案工作坊
20170327 Join眾開講:法律法規案工作坊
 
A2 dmadems 22032017 2
A2 dmadems 22032017 2A2 dmadems 22032017 2
A2 dmadems 22032017 2
 

More from Total Synergy

Synergy — Scott Osborne — Growth by Design — ACSE
Synergy — Scott Osborne — Growth by Design — ACSESynergy — Scott Osborne — Growth by Design — ACSE
Synergy — Scott Osborne — Growth by Design — ACSETotal Synergy
 
Using Synergy for business development - Andy McKay
Using Synergy for business development - Andy McKayUsing Synergy for business development - Andy McKay
Using Synergy for business development - Andy McKayTotal Synergy
 
The power of document management in Synergy - Anne Thompson
The power of document management in Synergy - Anne ThompsonThe power of document management in Synergy - Anne Thompson
The power of document management in Synergy - Anne ThompsonTotal Synergy
 
Synergy2016 – What's new in Synergy V4 - Melanie Bunting
Synergy2016 – What's new in Synergy V4 - Melanie BuntingSynergy2016 – What's new in Synergy V4 - Melanie Bunting
Synergy2016 – What's new in Synergy V4 - Melanie BuntingTotal Synergy
 
Synergy2016 – The journey continues - Scott Osborne
Synergy2016 – The journey continues -  Scott OsborneSynergy2016 – The journey continues -  Scott Osborne
Synergy2016 – The journey continues - Scott OsborneTotal Synergy
 
Synergy2016 – How the South Australia user group works together (and what we'...
Synergy2016 – How the South Australia user group works together (and what we'...Synergy2016 – How the South Australia user group works together (and what we'...
Synergy2016 – How the South Australia user group works together (and what we'...Total Synergy
 
Synergy2016 – Utilisation vs efficiency: two tales of a timesheet - Jon Devine
Synergy2016 – Utilisation vs efficiency: two tales of a timesheet - Jon DevineSynergy2016 – Utilisation vs efficiency: two tales of a timesheet - Jon Devine
Synergy2016 – Utilisation vs efficiency: two tales of a timesheet - Jon DevineTotal Synergy
 
Synergy2016 – I want to work for you (the importance of an employer brand) - ...
Synergy2016 – I want to work for you (the importance of an employer brand) - ...Synergy2016 – I want to work for you (the importance of an employer brand) - ...
Synergy2016 – I want to work for you (the importance of an employer brand) - ...Total Synergy
 
Synergy2016 – Using Synergy when you run the practice - Andrew Derbidge (Part...
Synergy2016 – Using Synergy when you run the practice - Andrew Derbidge (Part...Synergy2016 – Using Synergy when you run the practice - Andrew Derbidge (Part...
Synergy2016 – Using Synergy when you run the practice - Andrew Derbidge (Part...Total Synergy
 
Designing a future that works - Jason Clarke
Designing a future that works - Jason ClarkeDesigning a future that works - Jason Clarke
Designing a future that works - Jason ClarkeTotal Synergy
 
Leveraging platforms - David Yeates
Leveraging platforms - David YeatesLeveraging platforms - David Yeates
Leveraging platforms - David YeatesTotal Synergy
 
Finding profit - Jon Devine and Greg Hill
Finding profit - Jon Devine and Greg HillFinding profit - Jon Devine and Greg Hill
Finding profit - Jon Devine and Greg HillTotal Synergy
 
Strategic benefits of content marketing for AEC businesses (and how to do it)
Strategic benefits of content marketing for AEC businesses (and how to do it)Strategic benefits of content marketing for AEC businesses (and how to do it)
Strategic benefits of content marketing for AEC businesses (and how to do it)Total Synergy
 
Globalisation and collaboration - Scott Osborne
Globalisation and collaboration - Scott OsborneGlobalisation and collaboration - Scott Osborne
Globalisation and collaboration - Scott OsborneTotal Synergy
 
Realising potential - Cory Banks
Realising potential - Cory BanksRealising potential - Cory Banks
Realising potential - Cory BanksTotal Synergy
 
Future Synergy - Greg Swanson and Scott Osborne
Future Synergy - Greg Swanson and Scott OsborneFuture Synergy - Greg Swanson and Scott Osborne
Future Synergy - Greg Swanson and Scott OsborneTotal Synergy
 
How McVeigh uses Synergy to help deliver business strategy - Michael McVeigh
How McVeigh uses Synergy to help deliver business strategy - Michael McVeighHow McVeigh uses Synergy to help deliver business strategy - Michael McVeigh
How McVeigh uses Synergy to help deliver business strategy - Michael McVeighTotal Synergy
 
What's New in Synergy - Melanie Bunting and Jon Devine
What's New in Synergy - Melanie Bunting and Jon DevineWhat's New in Synergy - Melanie Bunting and Jon Devine
What's New in Synergy - Melanie Bunting and Jon DevineTotal Synergy
 
The importance of quality and history of data in Synergy - Mark Williams
The importance of quality and history of data in Synergy - Mark WilliamsThe importance of quality and history of data in Synergy - Mark Williams
The importance of quality and history of data in Synergy - Mark WilliamsTotal Synergy
 

More from Total Synergy (19)

Synergy — Scott Osborne — Growth by Design — ACSE
Synergy — Scott Osborne — Growth by Design — ACSESynergy — Scott Osborne — Growth by Design — ACSE
Synergy — Scott Osborne — Growth by Design — ACSE
 
Using Synergy for business development - Andy McKay
Using Synergy for business development - Andy McKayUsing Synergy for business development - Andy McKay
Using Synergy for business development - Andy McKay
 
The power of document management in Synergy - Anne Thompson
The power of document management in Synergy - Anne ThompsonThe power of document management in Synergy - Anne Thompson
The power of document management in Synergy - Anne Thompson
 
Synergy2016 – What's new in Synergy V4 - Melanie Bunting
Synergy2016 – What's new in Synergy V4 - Melanie BuntingSynergy2016 – What's new in Synergy V4 - Melanie Bunting
Synergy2016 – What's new in Synergy V4 - Melanie Bunting
 
Synergy2016 – The journey continues - Scott Osborne
Synergy2016 – The journey continues -  Scott OsborneSynergy2016 – The journey continues -  Scott Osborne
Synergy2016 – The journey continues - Scott Osborne
 
Synergy2016 – How the South Australia user group works together (and what we'...
Synergy2016 – How the South Australia user group works together (and what we'...Synergy2016 – How the South Australia user group works together (and what we'...
Synergy2016 – How the South Australia user group works together (and what we'...
 
Synergy2016 – Utilisation vs efficiency: two tales of a timesheet - Jon Devine
Synergy2016 – Utilisation vs efficiency: two tales of a timesheet - Jon DevineSynergy2016 – Utilisation vs efficiency: two tales of a timesheet - Jon Devine
Synergy2016 – Utilisation vs efficiency: two tales of a timesheet - Jon Devine
 
Synergy2016 – I want to work for you (the importance of an employer brand) - ...
Synergy2016 – I want to work for you (the importance of an employer brand) - ...Synergy2016 – I want to work for you (the importance of an employer brand) - ...
Synergy2016 – I want to work for you (the importance of an employer brand) - ...
 
Synergy2016 – Using Synergy when you run the practice - Andrew Derbidge (Part...
Synergy2016 – Using Synergy when you run the practice - Andrew Derbidge (Part...Synergy2016 – Using Synergy when you run the practice - Andrew Derbidge (Part...
Synergy2016 – Using Synergy when you run the practice - Andrew Derbidge (Part...
 
Designing a future that works - Jason Clarke
Designing a future that works - Jason ClarkeDesigning a future that works - Jason Clarke
Designing a future that works - Jason Clarke
 
Leveraging platforms - David Yeates
Leveraging platforms - David YeatesLeveraging platforms - David Yeates
Leveraging platforms - David Yeates
 
Finding profit - Jon Devine and Greg Hill
Finding profit - Jon Devine and Greg HillFinding profit - Jon Devine and Greg Hill
Finding profit - Jon Devine and Greg Hill
 
Strategic benefits of content marketing for AEC businesses (and how to do it)
Strategic benefits of content marketing for AEC businesses (and how to do it)Strategic benefits of content marketing for AEC businesses (and how to do it)
Strategic benefits of content marketing for AEC businesses (and how to do it)
 
Globalisation and collaboration - Scott Osborne
Globalisation and collaboration - Scott OsborneGlobalisation and collaboration - Scott Osborne
Globalisation and collaboration - Scott Osborne
 
Realising potential - Cory Banks
Realising potential - Cory BanksRealising potential - Cory Banks
Realising potential - Cory Banks
 
Future Synergy - Greg Swanson and Scott Osborne
Future Synergy - Greg Swanson and Scott OsborneFuture Synergy - Greg Swanson and Scott Osborne
Future Synergy - Greg Swanson and Scott Osborne
 
How McVeigh uses Synergy to help deliver business strategy - Michael McVeigh
How McVeigh uses Synergy to help deliver business strategy - Michael McVeighHow McVeigh uses Synergy to help deliver business strategy - Michael McVeigh
How McVeigh uses Synergy to help deliver business strategy - Michael McVeigh
 
What's New in Synergy - Melanie Bunting and Jon Devine
What's New in Synergy - Melanie Bunting and Jon DevineWhat's New in Synergy - Melanie Bunting and Jon Devine
What's New in Synergy - Melanie Bunting and Jon Devine
 
The importance of quality and history of data in Synergy - Mark Williams
The importance of quality and history of data in Synergy - Mark WilliamsThe importance of quality and history of data in Synergy - Mark Williams
The importance of quality and history of data in Synergy - Mark Williams
 

Recently uploaded

costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentationphoebematthew05
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDGMarianaLemus7
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsPrecisely
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 

Recently uploaded (20)

costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentation
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDG
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
Unlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power SystemsUnlocking the Potential of the Cloud for IBM Power Systems
Unlocking the Potential of the Cloud for IBM Power Systems
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 

Synergy2017 - From data to decision - Damiaan van Zanen

Editor's Notes

  1. Hi everyone, Jon Devine was due to be speaking in this slot today, but unfortunately he couldn’t be here. I guess you could say we’ve deconstructed and reconstructed the presentation schedule… It’s worth noting that on Monday we started workshopping an alternative to Jon’s presentation and our designer Ross put this whole presentation together using his iPad, an Apple Pencil and Apple Notes on Tuesday night. Quite an effort! So, for those of you who came to the conference solely to see Jon speak (and I’m sure there are many of you), my deepest apologies - I don’t think I would ever be able to emulate a presentation by Jon and I definitely don’t have enough thingymajigs or doovalacky’s in my vocabulary to do so.
  2. For those who don’t know me, I joined Synergy in January after close to 10 years as a user in three synergy client organisations, including two engineering firms and a business consulting firm providing management support services to AEC clients. My roles covered marketing, administration and business management and later involved assisting clients implement Synergy to get the most out of the database. In April I’m heading over to London to start our UK office and launch Synergy Version 5 in the UK market.
  3. Lets talk about decision making at the executive level. We recognise that everyone in this room manages their business differently. We aren’t here to tell you what to do, but rather we hope that there are elements of what we cover today that that can add value and that you may be able to add to your management tool kit.
  4. As executives there are tough decisions to be made. With every decision, the more information we have in our tool kit, the easier it is. In businesses there is data or ‘sources of truth’ that, if understood, allows us to take the best path forward and remove the guess work. In your businesses specifically, you may rely on the sources of data we have listed here. These ‘buckets’ of data will overlap in some areas, but this only adds an opportunity to cross-check the reliability of data
  5. What are we getting at here? There is a famous quote by W. Edwards Deming – “Without data you’re just another person with an opinion.”
  6. We wanted to use this session to: highlight the data that you have in Synergy how this data may be used in conjunction with other data sources, to help you make informed management decisions. We tend to focus on data at a day-to-day level, but the challenge is to apply the analysis at a higher level and analyse trends to paint a picture of your business. Lets take a closer look at the Synergy Database
  7. Synergy is a Relational Database This means there is a whole lot of seemingly different information that is built in a way that allows this information to be pulled together. Because it is a relational database, all of the Synergy data repositories are linked. i.e. we can report on contacts by transactions, or Staff by sub-project. Synergy gives you valuable data in a few key areas of your business as shown on the slide This gives us a powerful level of information as long as we organise it in a manner that is useful.
  8. It is important to note: Database configuration is vital to getting what you need out of it. We’ve all heard the term “junk in, junk out“… Data integrity is key for decision making.
  9. Your data needs to work for you. Synergy reports can give you some great analysis - either using native reports or exporting to excel templates. You can also use software like Power BI or IBM Watson to name a few of the current buzz apps. Huge range of database reporting tools that can be used to pull the data out of SQL and present it in a meaningful manner. We can use the Odata feed to create real time reporting using Synergy data in these apps. Data outside of Synergy can also be bought in to these tools allowing reporting across multiple sources. These can not only paint a nice graphical picture, but they can pick up trends in the data that you may otherwise miss.
  10. Lets take a look at how we use this data for decision making.
  11. I’m going to cover three areas of the business where analysing data from Synergy and other data sources can help with top level decisions. You can use the analysis in these areas either together or side-by-side to help with your decision making. What we are really looking for are trends, shifts and changes across all of them.
  12. Lets take a look at some sales and marketing data that can help us understand where money spent is providing the best return.
  13. From within the business we can access reports from Synergy and other areas in the business to represent sales and marketing activity. Synergy data gives us a great representation of current clients and contacts Win/Loss ratio Likelihood of winning (%) Proposals completed Enquiries – received, responded to Client performance indicators – rating, industry, role, location, size, payment history, how they became a client etc.
  14. We can look earlier into the sales funnel at our prospects and leads by using some external data to get a deeper insight. CRM data Google analytics data Email campaign data (Mailchimp or similar) Other marketing campaign data (events, print advertisement, sponsorship etc.)
  15. Ultimately, we want to see where to spend money in the future to achieve maximum revenue for minimum spend. How do we do this ?
  16. There are a couple of types of reporting we could use here. Most lucrative types of clients (who we’d invite to the golf day), based on: Jobs won (single job v repeat business, size of project, sector, geographical location etc.) Invoice age (average days to payment) Profitability by primary contact
  17. We might also look at How you acquire your clients – which can be done at a contact level or project level, grouped by client: Tender, Referral, BD, Email Campaign, Print Ad, Events etc. New vs. Existing (repeat) client The next step is to report on spend in each area using Synergy and the Accounting Database, and assess the ROI for that spend associated with these clients for instance.
  18. e.g. Your report may show that you have three main types of clients. Developers undertake large projects nationwide that you need to bid for, but these are often closed tenders. A few of your key Project Managers have a relationship with these clients. These clients typically use the full payment term and generally ask you to quote on their next project with a high success rate. Local private clients that have one off small projects. They often pay late. Local Council projects that are mostly under $10k – no tendering required. They pay on time. From this example, without needing to do a ROI calculation, you would focus your client relationship efforts (and spend) primarily on the developers and secondly on gaining access to Councils.
  19. Human resources are the backbone of a design practice. The performance of these resources will have a profound effect on every aspect of the business. There is some great HR data in both Synergy and other sources to understand aspects of business performance.
  20. Lets first take a look at some Synergy reports in the HR area: Staff remuneration Efficiency – how good a person is at turning their time into revenue Revenue contribution Utilisation Utilisation is a relatively good indicator of a persons performance, but it isn’t as good as efficiency. You could have a staff member that is completely utilised but not that efficient (earning less per hour). reflection on a managers ability to keep a staff member busy Timesheet Forecast (pipeline of work) Attributes – e.g. staff attendance at training or company events
  21. Other Data sources HRIS Some of the data in synergy can be cross checked here Can also report on KPI’s, achievements, staff reviews. ‘red flag’ variables like injuries, complaints, leave, etc. Industry body - salary information Consult Australia Australian Institute of Architects
  22. We can use this data to understand and/or make decisions on: Performance of individuals and the impact of this (if any) for the employee and business Performance and management of teams – is the structure working, are the managers capable? Is there a specific project type or PM that works better with certain staff combinations Discover the Rainmaker - Who is bringing in the work (using sales and marketing data with HR data)
  23. Pulse-check on company culture (assess the red flags) Leave (typically sick/personal) – cross check this against local community health data Efficiency and utilisation – is there a general slump across the board Staff buy-in - for example: attendance at events and training Injuries, complaints, grievances
  24. Benchmarking of salary data with industry standards (using external data sources) Overhead Factor – is it too high, too low? What can be done to validate it or get it to a level you are comfortable with? e.g. OH Factor – we’ve had examples with some of our clients having very low OH factors – as low as 1.4 / 1.5. When everyone else has a factor of more like 1.9 or 2, this can be quite troublesome. We’ve had to work with them to help validate their low factor.
  25. Another example of the use of HR Data: multi-disciplinary engineering firm with a specialist acoustic division. We want to know why the acoustic division doesn’t make as much money as the other divisions. Sales and marketing data tells us that the division has work coming in, so should be doing well. The utilisation and efficiency report shows us a different story. The team and individuals aren’t performing. Therefore, we can see that the resources in that division are the source of the problem. The next step is to analyse why? We look at the team as a whole, and then deeper into each individual. Has there been any red flags? Basically we just work through the data we have and use logical relationships to help us arrive at a conclusion
  26. Hidden amongst the day-to-day project data is a large amount of information that helps us understand our operational and business performance.
  27. The main synergy reports that we can use to assess overall business performance are: Revenue by Sector/Discipline/Cost Centre etc. Profitability by Sector/Discipline/Cost Centre etc. Write-up / write-down ratio Budget v Actuals – assesses performance of PMs Profitability by staff rate – which level of employee is most profitable Write-off reason codes reporting – understand why write-offs happen (there is a cultural piece here on honesty and transparency to get the right data) This allows us to drill down to each component of the business from the whole business, to cost centres, divisions, teams and right down to individuals.
  28. Other sources of data: Accounting and financial reports from your accounting package, which will help us drill down into certain costs that are normally grouped in Synergy. Adding external data to this analysis such as ABS data for a specific cost centre (i.e Building Starts etc.) we can dig deeper into the performance of that cost centre.
  29. e.g. In a multi-office scenario, you can assess – Where work is won, where work is done, where work is profitable A firm with a Perth and Sydney office Is showing as quite profitable in the financial reports for the whole company. They are sharing resources across offices to even out workload. Perth is showing as profitable in a cost centre report. If we look at the write-up / write-down ratio (i.e. chargeable v. actual) we see that they are actually underperforming, maybe as a result of under-quoting on Perth jobs. If we just looked at revenue, Perth would look ok, but this is only because they are working on the overflow of Sydney projects.
  30. Similarly, if there are write-off reason codes for the Perth work, we will be able to report on that to get a good picture of what’s happening in Perth. We can also run an inter-charge report to see where work is originating. In another scenario, there may be an overall picture of profitability in the financial reports that is different at the cost centre level. So bringing the two data sources together can provide light on this scenario, particularly in deep diving into the actual overhead costs.
  31. Across all of the areas of the business we have looked at (and more) we want to constantly be looking for trends, shifts and changes.
  32. We can use the various sources of data available to look at trends or shifts in the business and gain a ‘big picture’ understanding of the state of the business. Given there is some overlap in the data sources in terms of information available, we can look at trends between databases – corroboration of changes in the business, and cross-check the data. If we can see trends and shifts in data we can start to predict the next move and paint a great picture of how the business is tracking.
  33. Here are some key points to take away - I hope some of them are useful for you.
  34. Managing the risk in your business is easier when you are using meaningful and objective data to help make informed decisions.
  35. The data you report on becomes part of your rolling SWOT analysis
  36. Pull data from every source available and analyse it together
  37. Use data from your day-to-day operations in an executive, high-level strategic capacity – paint the big picture.
  38. Ultimately, we want to remove the anxiety that is often associated with making business decisions, and be confident that we have made the best decision possible, with the information at hand.