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DEEP DIVE
Accelerate Your Move to the Cloud with Data Catalogs and Governance
www.dmradio.biz
Featured Speakers
The Great Migration Has Finally Begun!
Picture by Pixabay
Timeline for Enterprise Cloud Adoption
1972
IBM first
sells VM
tech
1997
Yahoo!
Email
launched
2006
Rackspace
Cloud
released
2006
Amazon
Web
Services
2007
Almost
zero big
biz cloud
2008
Project
Red Dog
Begun
2009
Google
Docs
released
2013
Docker is
first
launched
2014
Google
Kubernetes
launched
2016
Big biz
goes
cloud
2008
Google
Cloud
Platform
The Great Democratizer
Picture by Pixabay
Data
Lifeboats
©2018 Collibra Inc.©2018 Collibra Inc.
ACCELERATE YOUR MOVE TO THE
CLOUD WITH DATA CATALOGS AND
GOVERNANCE
DM Radio
Paul Brunet
VP, Product Marketing
paul.brunet@Collibra.com
©2018 Collibra Inc.
Digital disruptions are happening faster than ever
8%
Of companies believe their
business model will remain
economically viable through
digitization
Source: McKinsey, Why digital strategies fail, January 2018
©2018 Collibra Inc.
Data is at the core of digital transformation
From Finance to HR to Procurement to IT, business units across the enterprise are
investing in advanced analytics—fueling the demand for data.
Source: Key Issues Study, The Hackett Group, 2018 **Growth represents limited and broad adoption
FIG. 2 Expected growth in mainstream adoption of advanced analytics–overall and by business function
©2018 Collibra Inc.
Currently 2-3 years Currently 2-3 years Currently 2-3 years Currently 2-3 years Currently 2-3 years
Overall Finance Human
Resources
Procurement
48%
85%
40%
82%
31%
82%
58%
84%
62%
94%
40
53
32
5
41
41
31
39
43
38
20
21
63 56
6
27
67
Information
Technology
8
35
Limited
Adoption
Mainstream
Adoption
©2018 Collibra Inc.
We granted access, but is it useful?
Access ≠ Usefulness
Source: MIT Sloan Management Review, Using Analytics to Improve Customer Engagement, 2018
77% report a somewhat or significant increase in
access to useful data over the past year
49% are somewhat or very
effective at using insights to
guide future strategy
MIT survey:
Respondents
have more
access to useful
data, but are
still struggling
to extract
actionable
insights.
0 10 20 30 40 50 60 70 80 90 100
28% disparity
©2018 Collibra Inc.
Focus
Today
Sample Organization
Source: Gartner, Organizing Your Teams for Modern Data and Analytics Deployment March, 2017
Who is the data citizen?
Engagement driving consumption
ROLE COUNT
Casual User/Data Consumer 1000
Business Analyst 90
Engineer 10
Scientist 1
Unmet
Value
Channel/Partners ???
©2018 Collibra Inc.
Driving consumption should be as easy as …
Browse Shop Use
©2018 Collibra Inc.
Cloud
Databases MDM
DataMart
Security &
Provisioning
SOURCE SYSTEMS
Data
Cleansing
Data
Movement
Big Data
Data catalog is at the core of governed data
consumption
CONSUMPTION
SYSTEMS
Analytics
& Reporting
AI & ML
Business
Applications
Data Citizen
Catalog
Data
Reports
Models
SMEs
©2018 Collibra Inc.
But there are some serious challenges along the way
CEOs say they are concerned about
the integrity of the data they are
using for decision-making
Revenue: The cost of bad data
Analysts’ time is spent simply
discovering and preparing data.
Amount customers reduce their
spending by in the first year after
finding about misuse of their data
1/3
56%
15-25%
Employees have access to data they
should not
80%
>70%
Organization’s structured data is
actively used in making decisions<50%
<1%Organizations unstructured data is
analyzed or used at all
Source: KPMG, Boston Consulting Group,
MIT Sloan Review, Harvard Business Review
©2018 Collibra Inc.
Empowering all data citizens
Find
Available data
Understand
The data
Trust
The data & usage
Quickly find the right
actionable data (reports,
data sets, systems, …) in the
enterprise data catalog
Easily understand data
through discovery, profiling,
automated classification
and data samples ... aligned
across the business
Collaborate
Around the data
Through crowdsourcing with peers and data experts, become a more effective data citizen. Tap into the
tribal knowledge of people through tags, comments, ratings and repeatable workflows
Have visual access to the
quality and policies related
to the data and it’s usage
©2018 Collibra Inc.
Customer in action
“We know the data we use is accurate. Team members trust the data, so they use it for
greater insight in regard to customers.”
Susan Twadell, Associate Vice President, Enterprise Data Management and Enablement
©2018 Collibra Inc.
Challenges as you move to the cloud
FIND
UNDERSTAND
TRUST
How do I provide engagement across a cloud and
on-premises world?
Is there a way to quickly prioritize which data assets
should be moved to the cloud?
How can I expedite artificial intelligence (AI) and
machine learning (ML) initiatives?
What can I do to ensure compliance structure and
investments are protected?
©2018 Collibra Inc.
Leveraging the data catalog and governance to
accelerate your move to the cloud
CollaborateMove
Access
Data Protection Policy
Data Citizen
Steward
Data Engineer
Data Citizen
Catalog
Data Citizen
Catalog
©2018 Collibra Inc.
Look for report Look at data
used in that
report
Request new
data set
Notify SME to
onboard data
Get notified
when data
arrives
Request
Access
Receive
Athena
Keys
Create a
report
Consumer
SME
Approve access
request
Owner
Business
Analyst
SME
Data Owner
Moving to AWS user path
©2018 Collibra Inc.
The integration across AWS
Amazon Simple
Storage Service
(Amazon S3)
Amazon RedShift AWS Glue Amazon Athena
Cloud Data Storage Cloud Data Warehouse ETL/Technical Catalog Interactive Query Service
Find available data
Discover available data
across Amazon
RedShift and Amazon
S3, along with other
sources and assets
Understand your data
Easily understand the
data through discovery,
profiling, classification,
and alignment to
business context
Identify trusted data
Have visual access to
the lineage, quality, and
policies of that data.
Activate your data
Automate the
requesting and granting
of access to cloud data
AWS Identity and Access Management (AIM)
©2018 Collibra Inc.
Accelerating cloud
adoption, confidently
Leveraging big data
for new business
Breaking down
the silos
What are leading companies doing?
©2018 Collibra Inc.
Data cataloging
helps banking leader
build 360 degree
view of customer
while consolidating
in the cloud
Financial services
firm ensures
regulatory compliance
during cloud
migration
Global industrial
equipment
manufacturer
improves big data
access for analytics
©2018 Collibra Inc.
How do we think about value of data?
Today
What is the
business
impact?
Looking for Data
Time Spent (Today)
Analysis
Insights
20%
80%
Looking for Data
Analysis
Insights
Time Spent (Ideal)
80%
20%
Source: Various, IDC, HBR
©2018 Collibra Inc.
How business users would like to see value
Looking for Data
Analysis
Insights
Marketing: 75% of marketing functions report only marginal return from their digital investments
HR: 70% are increasing investments in “talent analytics”; only 12% getting results
Procurement: Only 20% have a digital strategy; missing on the following … 37% boost in spend
compliance, 21% increase in savings, 54% better visibility into what the business is spending
Assurance Functions: Slower decision making and greater risk aversion caused by multiple
versions of the “truth” (top concern of 41% of assurance executives)
Sales: Companies that consumerize their their B2B digital commerce sites by the end of this year
will gain share and could see revenue increases of upwards of 25%; 83% access digital channels
even at late stage of sales cycles
Source: CEB, A Unit of Gartner
©2018 Collibra Inc.
What are forward thinking companies measuring?
$19M
Higher gross
revenue per year 510% 3-year ROI 7 Months To payback
26% Higher gross productivity
Data Governance teams
69%
Less time to locate
reports/data 28%
Less frequent data-
related errors42%
Less time to resolve
data-related errors
27% Higher gross productivity
Regulatory Compliance
teams
23% Higher gross productivity
Business Intelligence and
Analyst teams
Quality of Data
Efficiencies (Reach)
Topline Metrics
Source: IDC, May 2018
©2018 Collibra Inc.
Looking forward …
‘Ethical shopping’ for data will be the new norm
©2018 Collibra Inc.
Call to action
1 Continue your journey at Collibra.com/aws
2 See how the vendors stack up across (1)
Governance, (2) Privacy, (3) Data Analysis
(Catalog), (4) Data Value
https://www.collibra.com/landing_page/critical-capabilities-for-
metadata-management-solutions/
3 Sign up for the webinar - Driving Digital
Transformation: Combining trusted data
on premise and in the cloud
• December 13 at 11 a.m. ET | 8 a.m. PT
• Doug Henshen of Constellation Research
©2018 Collibra Inc.
Introducing Collibra
Accelerate your move to the Cloud with data catalogs and governance
What We Do How We Do IT What Makes Us Unique
Approach
• Business-user driven
• Collaboration between Business & IT
• Adaptable across industries/processes
Industry Leadership
• Largest Governance market share
• Leader with Analysts
Thought Leadership
• Community – 7000+ Practioners
• University – Building skills
• Coaching – Speed to value
• Expansive ecosystem of partners
Collibra allows data consumers to:
• Easily FIND the right data
• Quickly UNDERSTAND what
the data means
• Explicitly TRUST the data
because its entire context is
known
• Advance DATA PRIVACY in a
changing regulatory
environment
BI & Analytics
Data Management
Data Engagement with Governance
Data
Experience
Catalog Governance
Data Privacy

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Accelerate Your Move to the Cloud with Data Catalogs and Governance

  • 1. DEEP DIVE Accelerate Your Move to the Cloud with Data Catalogs and Governance www.dmradio.biz
  • 3. The Great Migration Has Finally Begun! Picture by Pixabay
  • 4. Timeline for Enterprise Cloud Adoption 1972 IBM first sells VM tech 1997 Yahoo! Email launched 2006 Rackspace Cloud released 2006 Amazon Web Services 2007 Almost zero big biz cloud 2008 Project Red Dog Begun 2009 Google Docs released 2013 Docker is first launched 2014 Google Kubernetes launched 2016 Big biz goes cloud 2008 Google Cloud Platform
  • 6.
  • 9. ©2018 Collibra Inc.©2018 Collibra Inc. ACCELERATE YOUR MOVE TO THE CLOUD WITH DATA CATALOGS AND GOVERNANCE DM Radio Paul Brunet VP, Product Marketing paul.brunet@Collibra.com
  • 10. ©2018 Collibra Inc. Digital disruptions are happening faster than ever 8% Of companies believe their business model will remain economically viable through digitization Source: McKinsey, Why digital strategies fail, January 2018
  • 11. ©2018 Collibra Inc. Data is at the core of digital transformation From Finance to HR to Procurement to IT, business units across the enterprise are investing in advanced analytics—fueling the demand for data. Source: Key Issues Study, The Hackett Group, 2018 **Growth represents limited and broad adoption FIG. 2 Expected growth in mainstream adoption of advanced analytics–overall and by business function ©2018 Collibra Inc. Currently 2-3 years Currently 2-3 years Currently 2-3 years Currently 2-3 years Currently 2-3 years Overall Finance Human Resources Procurement 48% 85% 40% 82% 31% 82% 58% 84% 62% 94% 40 53 32 5 41 41 31 39 43 38 20 21 63 56 6 27 67 Information Technology 8 35 Limited Adoption Mainstream Adoption
  • 12. ©2018 Collibra Inc. We granted access, but is it useful? Access ≠ Usefulness Source: MIT Sloan Management Review, Using Analytics to Improve Customer Engagement, 2018 77% report a somewhat or significant increase in access to useful data over the past year 49% are somewhat or very effective at using insights to guide future strategy MIT survey: Respondents have more access to useful data, but are still struggling to extract actionable insights. 0 10 20 30 40 50 60 70 80 90 100 28% disparity
  • 13. ©2018 Collibra Inc. Focus Today Sample Organization Source: Gartner, Organizing Your Teams for Modern Data and Analytics Deployment March, 2017 Who is the data citizen? Engagement driving consumption ROLE COUNT Casual User/Data Consumer 1000 Business Analyst 90 Engineer 10 Scientist 1 Unmet Value Channel/Partners ???
  • 14. ©2018 Collibra Inc. Driving consumption should be as easy as … Browse Shop Use
  • 15. ©2018 Collibra Inc. Cloud Databases MDM DataMart Security & Provisioning SOURCE SYSTEMS Data Cleansing Data Movement Big Data Data catalog is at the core of governed data consumption CONSUMPTION SYSTEMS Analytics & Reporting AI & ML Business Applications Data Citizen Catalog Data Reports Models SMEs
  • 16. ©2018 Collibra Inc. But there are some serious challenges along the way CEOs say they are concerned about the integrity of the data they are using for decision-making Revenue: The cost of bad data Analysts’ time is spent simply discovering and preparing data. Amount customers reduce their spending by in the first year after finding about misuse of their data 1/3 56% 15-25% Employees have access to data they should not 80% >70% Organization’s structured data is actively used in making decisions<50% <1%Organizations unstructured data is analyzed or used at all Source: KPMG, Boston Consulting Group, MIT Sloan Review, Harvard Business Review
  • 17. ©2018 Collibra Inc. Empowering all data citizens Find Available data Understand The data Trust The data & usage Quickly find the right actionable data (reports, data sets, systems, …) in the enterprise data catalog Easily understand data through discovery, profiling, automated classification and data samples ... aligned across the business Collaborate Around the data Through crowdsourcing with peers and data experts, become a more effective data citizen. Tap into the tribal knowledge of people through tags, comments, ratings and repeatable workflows Have visual access to the quality and policies related to the data and it’s usage
  • 18. ©2018 Collibra Inc. Customer in action “We know the data we use is accurate. Team members trust the data, so they use it for greater insight in regard to customers.” Susan Twadell, Associate Vice President, Enterprise Data Management and Enablement
  • 19. ©2018 Collibra Inc. Challenges as you move to the cloud FIND UNDERSTAND TRUST How do I provide engagement across a cloud and on-premises world? Is there a way to quickly prioritize which data assets should be moved to the cloud? How can I expedite artificial intelligence (AI) and machine learning (ML) initiatives? What can I do to ensure compliance structure and investments are protected?
  • 20. ©2018 Collibra Inc. Leveraging the data catalog and governance to accelerate your move to the cloud CollaborateMove Access Data Protection Policy Data Citizen Steward Data Engineer Data Citizen Catalog Data Citizen Catalog
  • 21. ©2018 Collibra Inc. Look for report Look at data used in that report Request new data set Notify SME to onboard data Get notified when data arrives Request Access Receive Athena Keys Create a report Consumer SME Approve access request Owner Business Analyst SME Data Owner Moving to AWS user path
  • 22. ©2018 Collibra Inc. The integration across AWS Amazon Simple Storage Service (Amazon S3) Amazon RedShift AWS Glue Amazon Athena Cloud Data Storage Cloud Data Warehouse ETL/Technical Catalog Interactive Query Service Find available data Discover available data across Amazon RedShift and Amazon S3, along with other sources and assets Understand your data Easily understand the data through discovery, profiling, classification, and alignment to business context Identify trusted data Have visual access to the lineage, quality, and policies of that data. Activate your data Automate the requesting and granting of access to cloud data AWS Identity and Access Management (AIM)
  • 23. ©2018 Collibra Inc. Accelerating cloud adoption, confidently Leveraging big data for new business Breaking down the silos What are leading companies doing? ©2018 Collibra Inc. Data cataloging helps banking leader build 360 degree view of customer while consolidating in the cloud Financial services firm ensures regulatory compliance during cloud migration Global industrial equipment manufacturer improves big data access for analytics
  • 24. ©2018 Collibra Inc. How do we think about value of data? Today What is the business impact? Looking for Data Time Spent (Today) Analysis Insights 20% 80% Looking for Data Analysis Insights Time Spent (Ideal) 80% 20% Source: Various, IDC, HBR
  • 25. ©2018 Collibra Inc. How business users would like to see value Looking for Data Analysis Insights Marketing: 75% of marketing functions report only marginal return from their digital investments HR: 70% are increasing investments in “talent analytics”; only 12% getting results Procurement: Only 20% have a digital strategy; missing on the following … 37% boost in spend compliance, 21% increase in savings, 54% better visibility into what the business is spending Assurance Functions: Slower decision making and greater risk aversion caused by multiple versions of the “truth” (top concern of 41% of assurance executives) Sales: Companies that consumerize their their B2B digital commerce sites by the end of this year will gain share and could see revenue increases of upwards of 25%; 83% access digital channels even at late stage of sales cycles Source: CEB, A Unit of Gartner
  • 26. ©2018 Collibra Inc. What are forward thinking companies measuring? $19M Higher gross revenue per year 510% 3-year ROI 7 Months To payback 26% Higher gross productivity Data Governance teams 69% Less time to locate reports/data 28% Less frequent data- related errors42% Less time to resolve data-related errors 27% Higher gross productivity Regulatory Compliance teams 23% Higher gross productivity Business Intelligence and Analyst teams Quality of Data Efficiencies (Reach) Topline Metrics Source: IDC, May 2018
  • 27. ©2018 Collibra Inc. Looking forward … ‘Ethical shopping’ for data will be the new norm
  • 28. ©2018 Collibra Inc. Call to action 1 Continue your journey at Collibra.com/aws 2 See how the vendors stack up across (1) Governance, (2) Privacy, (3) Data Analysis (Catalog), (4) Data Value https://www.collibra.com/landing_page/critical-capabilities-for- metadata-management-solutions/ 3 Sign up for the webinar - Driving Digital Transformation: Combining trusted data on premise and in the cloud • December 13 at 11 a.m. ET | 8 a.m. PT • Doug Henshen of Constellation Research
  • 29. ©2018 Collibra Inc. Introducing Collibra Accelerate your move to the Cloud with data catalogs and governance What We Do How We Do IT What Makes Us Unique Approach • Business-user driven • Collaboration between Business & IT • Adaptable across industries/processes Industry Leadership • Largest Governance market share • Leader with Analysts Thought Leadership • Community – 7000+ Practioners • University – Building skills • Coaching – Speed to value • Expansive ecosystem of partners Collibra allows data consumers to: • Easily FIND the right data • Quickly UNDERSTAND what the data means • Explicitly TRUST the data because its entire context is known • Advance DATA PRIVACY in a changing regulatory environment BI & Analytics Data Management Data Engagement with Governance Data Experience Catalog Governance Data Privacy