SlideShare uma empresa Scribd logo
1 de 57
Baixar para ler offline
ATTENTION
  DATA                     i
(“Data Management for Dummies”)


                 Dmitry Kovalchuk
Your company
depends on resources
You plan resources
You plan resources

You pull resources
You plan resources

You pull resources

You store resources
You plan resources

You pull resources

You store resources

You utilize resources
You manage your
 resources to be
    effective
You manage finances
You manage people
You manage inventories
You manage time
Why don’t you
  manage
 your data?
Data is not a
trivial resource
Data volumes grow much
faster than your other resources
 V

           About 40% a year



                              $




                                  t
Perhaps your data is…
no longer timely
Perhaps your data is…
no longer timely
hard to access
Perhaps your data is…
no longer timely
hard to access
poor quality
Perhaps your data is…
no longer timely
hard to access
poor quality
incomplete
I hope
  you are
aware of this
  problem
Why do you
put up with it?
Imagine that your other
     resources…
are no longer timely
are hard to access
are poor quality
are incomplete
Of course you can
       take steps
to avoid these problems
ATTENTION
if you don’t manage data
     it can become a
         cancer…
It can be invisible - you
might not know about it
It penetrates everywhere
It harms you from the
        inside
You get inaccurate reports
You make bad decisions
You spend more and more
     on remediation
You become ineffective
But I have
good news for you
Hundreds of companies
  have avoided this
    bad situation
They know one secret
They manage their data
  like other resources
Their data is always…
      in the right time
      and place
Their data is always…
      in the right time
      and place
      the right volume
Their data is always…
      in the right time
      and place
      the right volume

      the right quality
Their information is
accurate
Their information is
accurate

They make
intelligent decisions
Their information is
accurate

They make
intelligent decisions

They trust their
decisions
They are successful
Do you want to be like
       them?
It is NOT simple:
Manage Your Data
Best practices to get you
        started
Start with the most
 important information –
      Master Data
  materials sites customers
products              services
           equipment
 suppliers         employees
      assets partners
Start small – choose
 one data domain
        CRM                 DWH


ERP                               Other
               Customer
              Master Data




 such as Customer Master Data
Big
 Metadata       data              Transactiona
                                  l data
                Enterprise
  Reference    Information        Unstructured
  data                            data

                             Other data
              Master data

Think Big – move towards
 Enterprise Information
      Management
Responsibilities
               Accountability
                  Procedures
                   Processes
                   Standards
                     Policies
                      Metrics
                       Roles




Stable Data Governance
Implement prescriptive
     technologies
Measure the quality of
 data and business
      benefits
All this leads to:
Your data is a usable,
trustworthy resource
Thank you for attention
                   see more


            http://mdmcommunity.ning.com/




http://www.linkedin.com/groups/MDM-World-4558032/about

Mais conteúdo relacionado

Mais procurados

Data Quality Best Practices
Data Quality Best PracticesData Quality Best Practices
Data Quality Best PracticesDATAVERSITY
 
LDM Slides: Conceptual Data Models - How to Get the Attention of Business Use...
LDM Slides: Conceptual Data Models - How to Get the Attention of Business Use...LDM Slides: Conceptual Data Models - How to Get the Attention of Business Use...
LDM Slides: Conceptual Data Models - How to Get the Attention of Business Use...DATAVERSITY
 
Data Modeling, Data Governance, & Data Quality
Data Modeling, Data Governance, & Data QualityData Modeling, Data Governance, & Data Quality
Data Modeling, Data Governance, & Data QualityDATAVERSITY
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best PracticesDATAVERSITY
 
Strategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsStrategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsBoris Otto
 
How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...Christopher Bradley
 
Master Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceMaster Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceDATAVERSITY
 
Data-Ed Webinar: Data Quality Success Stories
Data-Ed Webinar: Data Quality Success StoriesData-Ed Webinar: Data Quality Success Stories
Data-Ed Webinar: Data Quality Success StoriesDATAVERSITY
 
How to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeHow to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeDATAVERSITY
 
Data Quality Success Stories
Data Quality Success StoriesData Quality Success Stories
Data Quality Success StoriesDATAVERSITY
 
Data Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationData Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationDATAVERSITY
 
Building a Data Governance Strategy
Building a Data Governance StrategyBuilding a Data Governance Strategy
Building a Data Governance StrategyAnalytics8
 
Introduction to Data Governance
Introduction to Data GovernanceIntroduction to Data Governance
Introduction to Data GovernanceJohn Bao Vuu
 
Data Quality Strategies
Data Quality StrategiesData Quality Strategies
Data Quality StrategiesDATAVERSITY
 
Data Quality Best Practices
Data Quality Best PracticesData Quality Best Practices
Data Quality Best PracticesDATAVERSITY
 
Artifacts to Enable Data Goverance
Artifacts to Enable Data GoveranceArtifacts to Enable Data Goverance
Artifacts to Enable Data GoveranceDATAVERSITY
 
Microsoft Data Warehouse Business Intelligence Lifecycle - The Kimball Approach
Microsoft Data Warehouse Business Intelligence Lifecycle - The Kimball ApproachMicrosoft Data Warehouse Business Intelligence Lifecycle - The Kimball Approach
Microsoft Data Warehouse Business Intelligence Lifecycle - The Kimball ApproachMark Ginnebaugh
 

Mais procurados (20)

Data Quality Best Practices
Data Quality Best PracticesData Quality Best Practices
Data Quality Best Practices
 
LDM Slides: Conceptual Data Models - How to Get the Attention of Business Use...
LDM Slides: Conceptual Data Models - How to Get the Attention of Business Use...LDM Slides: Conceptual Data Models - How to Get the Attention of Business Use...
LDM Slides: Conceptual Data Models - How to Get the Attention of Business Use...
 
Data Modeling, Data Governance, & Data Quality
Data Modeling, Data Governance, & Data QualityData Modeling, Data Governance, & Data Quality
Data Modeling, Data Governance, & Data Quality
 
Data Governance Best Practices
Data Governance Best PracticesData Governance Best Practices
Data Governance Best Practices
 
Creating a Data Driven Culture
Creating a Data Driven Culture Creating a Data Driven Culture
Creating a Data Driven Culture
 
Strategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsStrategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management Systems
 
How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...How to identify the correct Master Data subject areas & tooling for your MDM...
How to identify the correct Master Data subject areas & tooling for your MDM...
 
Master Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and GovernanceMaster Data Management – Aligning Data, Process, and Governance
Master Data Management – Aligning Data, Process, and Governance
 
Data Governance Intro.pptx
Data Governance Intro.pptxData Governance Intro.pptx
Data Governance Intro.pptx
 
Data-Ed Webinar: Data Quality Success Stories
Data-Ed Webinar: Data Quality Success StoriesData-Ed Webinar: Data Quality Success Stories
Data-Ed Webinar: Data Quality Success Stories
 
How to Implement Data Governance Best Practice
How to Implement Data Governance Best PracticeHow to Implement Data Governance Best Practice
How to Implement Data Governance Best Practice
 
Data Quality Success Stories
Data Quality Success StoriesData Quality Success Stories
Data Quality Success Stories
 
DAMA International DMBOK V2 - Comparison with V1
DAMA International DMBOK V2 - Comparison with V1DAMA International DMBOK V2 - Comparison with V1
DAMA International DMBOK V2 - Comparison with V1
 
Data Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationData Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital Transformation
 
Building a Data Governance Strategy
Building a Data Governance StrategyBuilding a Data Governance Strategy
Building a Data Governance Strategy
 
Introduction to Data Governance
Introduction to Data GovernanceIntroduction to Data Governance
Introduction to Data Governance
 
Data Quality Strategies
Data Quality StrategiesData Quality Strategies
Data Quality Strategies
 
Data Quality Best Practices
Data Quality Best PracticesData Quality Best Practices
Data Quality Best Practices
 
Artifacts to Enable Data Goverance
Artifacts to Enable Data GoveranceArtifacts to Enable Data Goverance
Artifacts to Enable Data Goverance
 
Microsoft Data Warehouse Business Intelligence Lifecycle - The Kimball Approach
Microsoft Data Warehouse Business Intelligence Lifecycle - The Kimball ApproachMicrosoft Data Warehouse Business Intelligence Lifecycle - The Kimball Approach
Microsoft Data Warehouse Business Intelligence Lifecycle - The Kimball Approach
 

Semelhante a Data Management for Dummies

BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?Christopher Bradley
 
Applying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data ScaleApplying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data ScalePrecisely
 
Healthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & AnalyticsHealthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & AnalyticsDale Sanders
 
Why Big Data is Really about Small Data
Why Big Data is Really about Small DataWhy Big Data is Really about Small Data
Why Big Data is Really about Small DataHurwitz & Associates
 
Bridging the Data Governance Chasm
Bridging the Data Governance ChasmBridging the Data Governance Chasm
Bridging the Data Governance ChasmJay Zaidi
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityPrecisely
 
From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011Castlebridge Associates
 
NTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be usefulNTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be usefulAndrew Patricio
 
Driving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information ManagementDriving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information ManagementRay Bachert
 
INTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOPINTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOPDr Geetha Mohan
 
What is master data?
What is master data?What is master data?
What is master data?Stibo Systems
 
EPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdfEPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdfcedrinemadera
 
How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?DATAVERSITY
 
Information Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer SatisfactionInformation Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer SatisfactionCapgemini
 
Big Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data QualityBig Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data QualityBigDataExpo
 
Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315Ashley Ohmann
 
Data Literacy and Data Virtualization: A Step-by-step Guide to Bolstering You...
Data Literacy and Data Virtualization: A Step-by-step Guide to Bolstering You...Data Literacy and Data Virtualization: A Step-by-step Guide to Bolstering You...
Data Literacy and Data Virtualization: A Step-by-step Guide to Bolstering You...Denodo
 

Semelhante a Data Management for Dummies (20)

BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?
 
Applying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data ScaleApplying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data Scale
 
Healthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & AnalyticsHealthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & Analytics
 
Why Big Data is Really about Small Data
Why Big Data is Really about Small DataWhy Big Data is Really about Small Data
Why Big Data is Really about Small Data
 
Bridging the Data Governance Chasm
Bridging the Data Governance ChasmBridging the Data Governance Chasm
Bridging the Data Governance Chasm
 
Big Data Panel
Big Data PanelBig Data Panel
Big Data Panel
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data Quality
 
From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011
 
NTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be usefulNTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be useful
 
Driving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information ManagementDriving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information Management
 
INTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOPINTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOP
 
What is master data?
What is master data?What is master data?
What is master data?
 
EPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdfEPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdf
 
How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?
 
Information Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer SatisfactionInformation Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer Satisfaction
 
Mm ii-t-1-database mkt-l-1-2
Mm ii-t-1-database mkt-l-1-2Mm ii-t-1-database mkt-l-1-2
Mm ii-t-1-database mkt-l-1-2
 
Big Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data QualityBig Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data Quality
 
Tag dg 101 march 2017
Tag dg 101 march 2017Tag dg 101 march 2017
Tag dg 101 march 2017
 
Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315
 
Data Literacy and Data Virtualization: A Step-by-step Guide to Bolstering You...
Data Literacy and Data Virtualization: A Step-by-step Guide to Bolstering You...Data Literacy and Data Virtualization: A Step-by-step Guide to Bolstering You...
Data Literacy and Data Virtualization: A Step-by-step Guide to Bolstering You...
 

Último

Customizable Contents Restoration Training
Customizable Contents Restoration TrainingCustomizable Contents Restoration Training
Customizable Contents Restoration TrainingCalvinarnold843
 
Cyber Security Training in Office Environment
Cyber Security Training in Office EnvironmentCyber Security Training in Office Environment
Cyber Security Training in Office Environmentelijahj01012
 
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...ssuserf63bd7
 
Implementing Exponential Accelerators.pptx
Implementing Exponential Accelerators.pptxImplementing Exponential Accelerators.pptx
Implementing Exponential Accelerators.pptxRich Reba
 
Technical Leaders - Working with the Management Team
Technical Leaders - Working with the Management TeamTechnical Leaders - Working with the Management Team
Technical Leaders - Working with the Management TeamArik Fletcher
 
Go for Rakhi Bazaar and Pick the Latest Bhaiya Bhabhi Rakhi.pptx
Go for Rakhi Bazaar and Pick the Latest Bhaiya Bhabhi Rakhi.pptxGo for Rakhi Bazaar and Pick the Latest Bhaiya Bhabhi Rakhi.pptx
Go for Rakhi Bazaar and Pick the Latest Bhaiya Bhabhi Rakhi.pptxRakhi Bazaar
 
How to Conduct a Service Gap Analysis for Your Business
How to Conduct a Service Gap Analysis for Your BusinessHow to Conduct a Service Gap Analysis for Your Business
How to Conduct a Service Gap Analysis for Your BusinessHelp Desk Migration
 
MEP Plans in Construction of Building and Industrial Projects 2024
MEP Plans in Construction of Building and Industrial Projects 2024MEP Plans in Construction of Building and Industrial Projects 2024
MEP Plans in Construction of Building and Industrial Projects 2024Chandresh Chudasama
 
Driving Business Impact for PMs with Jon Harmer
Driving Business Impact for PMs with Jon HarmerDriving Business Impact for PMs with Jon Harmer
Driving Business Impact for PMs with Jon HarmerAggregage
 
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...Aggregage
 
1911 Gold Corporate Presentation Apr 2024.pdf
1911 Gold Corporate Presentation Apr 2024.pdf1911 Gold Corporate Presentation Apr 2024.pdf
1911 Gold Corporate Presentation Apr 2024.pdfShaun Heinrichs
 
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...Hector Del Castillo, CPM, CPMM
 
Send Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSendBig4
 
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...Operational Excellence Consulting
 
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdfGUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdfDanny Diep To
 
20200128 Ethical by Design - Whitepaper.pdf
20200128 Ethical by Design - Whitepaper.pdf20200128 Ethical by Design - Whitepaper.pdf
20200128 Ethical by Design - Whitepaper.pdfChris Skinner
 
Psychic Reading | Spiritual Guidance – Astro Ganesh Ji
Psychic Reading | Spiritual Guidance – Astro Ganesh JiPsychic Reading | Spiritual Guidance – Astro Ganesh Ji
Psychic Reading | Spiritual Guidance – Astro Ganesh Jiastral oracle
 
How do I Check My Health Issues in Astrology.pdf
How do I Check My Health Issues in Astrology.pdfHow do I Check My Health Issues in Astrology.pdf
How do I Check My Health Issues in Astrology.pdfshubhamaapkikismat
 

Último (20)

Customizable Contents Restoration Training
Customizable Contents Restoration TrainingCustomizable Contents Restoration Training
Customizable Contents Restoration Training
 
Cyber Security Training in Office Environment
Cyber Security Training in Office EnvironmentCyber Security Training in Office Environment
Cyber Security Training in Office Environment
 
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
Intermediate Accounting, Volume 2, 13th Canadian Edition by Donald E. Kieso t...
 
Implementing Exponential Accelerators.pptx
Implementing Exponential Accelerators.pptxImplementing Exponential Accelerators.pptx
Implementing Exponential Accelerators.pptx
 
Technical Leaders - Working with the Management Team
Technical Leaders - Working with the Management TeamTechnical Leaders - Working with the Management Team
Technical Leaders - Working with the Management Team
 
Go for Rakhi Bazaar and Pick the Latest Bhaiya Bhabhi Rakhi.pptx
Go for Rakhi Bazaar and Pick the Latest Bhaiya Bhabhi Rakhi.pptxGo for Rakhi Bazaar and Pick the Latest Bhaiya Bhabhi Rakhi.pptx
Go for Rakhi Bazaar and Pick the Latest Bhaiya Bhabhi Rakhi.pptx
 
How to Conduct a Service Gap Analysis for Your Business
How to Conduct a Service Gap Analysis for Your BusinessHow to Conduct a Service Gap Analysis for Your Business
How to Conduct a Service Gap Analysis for Your Business
 
MEP Plans in Construction of Building and Industrial Projects 2024
MEP Plans in Construction of Building and Industrial Projects 2024MEP Plans in Construction of Building and Industrial Projects 2024
MEP Plans in Construction of Building and Industrial Projects 2024
 
Driving Business Impact for PMs with Jon Harmer
Driving Business Impact for PMs with Jon HarmerDriving Business Impact for PMs with Jon Harmer
Driving Business Impact for PMs with Jon Harmer
 
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
Strategic Project Finance Essentials: A Project Manager’s Guide to Financial ...
 
1911 Gold Corporate Presentation Apr 2024.pdf
1911 Gold Corporate Presentation Apr 2024.pdf1911 Gold Corporate Presentation Apr 2024.pdf
1911 Gold Corporate Presentation Apr 2024.pdf
 
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
How Generative AI Is Transforming Your Business | Byond Growth Insights | Apr...
 
Send Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.comSend Files | Sendbig.com
Send Files | Sendbig.comSend Files | Sendbig.com
 
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
The McKinsey 7S Framework: A Holistic Approach to Harmonizing All Parts of th...
 
WAM Corporate Presentation April 12 2024.pdf
WAM Corporate Presentation April 12 2024.pdfWAM Corporate Presentation April 12 2024.pdf
WAM Corporate Presentation April 12 2024.pdf
 
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdfGUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
GUIDELINES ON USEFUL FORMS IN FREIGHT FORWARDING (F) Danny Diep Toh MBA.pdf
 
20200128 Ethical by Design - Whitepaper.pdf
20200128 Ethical by Design - Whitepaper.pdf20200128 Ethical by Design - Whitepaper.pdf
20200128 Ethical by Design - Whitepaper.pdf
 
Psychic Reading | Spiritual Guidance – Astro Ganesh Ji
Psychic Reading | Spiritual Guidance – Astro Ganesh JiPsychic Reading | Spiritual Guidance – Astro Ganesh Ji
Psychic Reading | Spiritual Guidance – Astro Ganesh Ji
 
Authentically Social - presented by Corey Perlman
Authentically Social - presented by Corey PerlmanAuthentically Social - presented by Corey Perlman
Authentically Social - presented by Corey Perlman
 
How do I Check My Health Issues in Astrology.pdf
How do I Check My Health Issues in Astrology.pdfHow do I Check My Health Issues in Astrology.pdf
How do I Check My Health Issues in Astrology.pdf
 

Data Management for Dummies