Data Governance and Stewardship Roundtable
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Transcript of Data Governance and Stewardship Roundtable
Salesforce Data Governance and Stewardship Roundtable Workshop
Tarek Senior Manager, Product Marketing [email protected]
Collaborating towards data governance
Eric Kasserman Senior Manager, Data.com SI Partner Program [email protected]
Safe harbor statement under the Private Securities Litigation Reform Act of 1995:
This presentation may contain forward-looking statements that involve risks, uncertainties, and assumptions. If any such uncertainties materialize or if any of the assumptions proves incorrect, the results of salesforce.com, inc. could differ materially from the results expressed or implied by the forward-looking statements we make. All statements other than statements of historical fact could be deemed forward-looking, including any projections of product or service availability, subscriber growth, earnings, revenues, or other financial items and any statements regarding strategies or plans of management for future operations, statements of belief, any statements concerning new, planned, or upgraded services or technology developments and customer contracts or use of our services.
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Safe Harbor
Format – What we are going to be doing A forum of discussion topics with experts and best practices
Introduction and Overview of Data Governance & Stewardship 10 minutes
How to get started with a data stewardship program
15 minutes (Group Discussion) How to navigate the challenges of a program mid journey
Showing ROI at the end of initiative and identifying future needs
Q&A and Wrap-up 5 minutes
More data is being created than ever before The Market and your Customers are Moving Faster
By 2020, 70 percent of F500 companies will make decisions from a mash-up of
more than 5 third party data sources.
*Source: IDC ICT Market Outlook & 3rd Platform Update. Oct 2013.
Endemic data challenges What we Have Seen Customers Struggle With
Name Phone Bob Johnson 415-536-6000
Bob Johnson 650-205-1899
Rob Johnson 415-536-6100
Bob C. Johnson 408-209-7070
Bob Johnson 415-536-6000
Rob Johnson 650-205-5555
Bob T. Johnson 650-780-9090
Robert Johnson (415) 536-2283
✓
90% Incomplete
74% Need Updates
21% Dead
15%+ Duplicate
20% Useless
What part of the organization are you from?
Harness your data
Unleash your organization
Know your customer
C LEVEL •CEO-Executive •COO-Operations •CMO-Marketing
•CTO-Technology •CIO-Information
•CXO-Other
MARKETING •Product
•Engineering •Lead Generation
•Brand Management
SALES •Customers •Competitors
•Offerings •Forecasting
SUPPORT •Customers/SLAs
•Satisfaction •Research & Design
•Third Party Affiliates
FINANCE •Billing/Revenue
•Accounting •Forecasting •Reporting
HUMAN CAPITAL •HR/Administration •Talent Acquisition •Staffing & Comp •Payroll/Benefits
•Training & Career Mgmt
OPERATIONS •Engineering
•Suppliers/Vendors •Delivery/Logistics
IT •ERP/Accounting
•CRM/SFA •Content/Storage
•Asset Management •Security
LEGAL •Regulatory •Compliance •Contracts
•Risk Management
Every Team Cares About Customer Data Quality
Data Governance Framework Think about your organization as you discuss:
• General management statements Policy
• Specific mandatory controls Standards
• Recommendations/best practices Guidelines
• Step by step instructions Procedures
1. Getting started with a data stewardship program
2. Getting tactical in the middle of a initiative
3. Measuring success and the path forward post project
Key Topics for Today
Getting Started with Data Stewardship
Data Governance and Stewardship How to get started
Governance Stewardship Setting
the rules Monitoring day to day activities
Getting started on Governance: Get a team empowered to make key decisions (eg: what is an account)
Getting started on Stewardship: Full time, part time, what tools?
Getting Started Data Governance
Understand your legal and regulatory environment:
• Encryption, Data Retention, Auditing, and Data Residency (HIPAA, SOX, DoE, EU,
etc)
• Required or forbidden information (DoL, PIIA, KYC, etc)
Understand your requirements for accuracy, precision, grain, timeliness, quality, consistency, comprehensiveness, relevance, accessibility, etc
Define and classify your data
Understand the flow of data, where it is gathered, and how it is used to further your organizational strategy
Getting Started Data Stewardship
Follow your legal and regulatory requirements:
• These are typically defined by policies, which you may help to create
• Requirements often have well-established pathways to work within or around them
• You may have to work with Security, Disaster Recover, and Backup teams
Understand your requirements for accuracy, precision, currency, etc.
• Remember that you can never recover a loss in any of these dimensions
• But you do not have to retain the highest levels at all times, in all systems
Enforce proper terminology and data classification
Define the flow of data, where it is gathered, and how it is used to further your organizational strategy
Table Discussion Questions Getting started with a data stewardship program
• What people/roles should be included in Data Governance?
What people/roles should be included in Data Stewardship?
• What issues are you facing because of Data challenges?
• As you define Governance policies…
• What are the field’s (or set of fields) requirements for currency, timeliness, precision, grain, etc.
• Who provides the data? Can they meet the requirements?
• Who can create, see, edit, or delete the data? Does it need encryption, tracking, or other security
restrictions?
Getting Tactial with Data
BE PROACTIVE - Data Hygiene Keeping it clean with de-duplication and standardization
Proactively setting up Salesforce to
prevent duplicates and enforce
standardization is essential.
You can do this by: • Duplicate Management (new in Spring ‘15)
• Validation Rules
• State and Country picklists
• Use Correct Field Types
• Streamlined record entry through referential databases (Data.com)
WHEN YOU HAVE TO REACT - Data Cleansing Tools for improving the database health
Reactive cleansing will always been a part of the ongoing data management strategy.
Automated Manual
Excel Tools
Custom Exception Reports
Data.com Duplicate Reports
Data.com Clean Jobs
Master Data Management
Systems
Database health is more than scrubbing existing data.
Is missing data hurting your organization 100% Clean and Not Done
Marketing Goals
Sales Goals Customer Service and Retention
Database Health
Table Discussion Questions De-duplication, data standardization and using referential data sources
• What other data sources do you use to populate your organization’s databases and what
challenges do they present?
• What tools do you use to help you proactively control data coming in?
• What tools do you use to help you react to poor data and improve hygiene?
• Does lack of data hurt your business as much as unclean data?
Table Discussion Questions Measuring and Reporting
Define
• Share insights on how you have been able to define the data governance problem in your company
Analyze
• Once the problem is defined, success criteria identified and cause analyzed; How do you turn
analysis into buy in?
Measure & Communicate
• Once you project was completed, what did success look like?
• How did you communicate Data governance policies, stewardship program and results of efforts?
Is this ongoing communication?
Thank you