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GREAT BI: IT’S NOT ABOUT THE TOOLS!
How to Lead Your Team to BI Success
• Introductions
• Structuring BI projects around ideas, not tools
• Senturus overview
• Additional resources
• Q&A and wrap-up
Agenda
©2019 Senturus, Inc. All rights reserved. 2
©2019 Senturus, Inc. All rights reserved.
Shawn Alpay
BI Architect
Senturus, Inc.
3
Presenters
Michael Weinhauer
Practice Area Director /
Solutions Architect
Senturus, Inc.
Hundreds of Free Resources
©2018 Senturus, Inc. All rights reserved. 4
www.senturus.com/resources/
This slide deck is from the webinar:
Great BI: It’s Not About the Tools!
To view the FREE video recording and download this
deck, go to:
https://senturus.com/resources/great-bi-its-not-about-
the-tools/
Hear the Recording
©2018 Senturus, Inc. All rights reserved. 5
GREAT BI: IT’S NOT ABOUT THE TOOLS!
Good Business Intelligence is Hard
©2019 Senturus, Inc. All rights reserved. 7
• “70-80% of business intelligence projects fail”— Gartner,
2011
• Failures are due to bad decisions, not bad technology
• There are often many “right” ways to do something in BI,
but only true thought leadership will yield the “best” way
What We’ll Cover (And What We Won’t)
©2019 Senturus, Inc. All rights reserved. 8
Requirements Solution
Architecture
Data Model
Design
Semantic Model
Design
Visual
Design
Documentation Governance People Technology
Development Validation Rollout
Business Intelligence Project Phases
Supporting Structures
Where does your organization need better thought leadership?
Requirements
©2019 Senturus, Inc. All rights reserved. 9
• “80% of project failures can be traced back to the scope
definition process” — AMA Briefing
• Clearly communicate WHY we’re building a solution –
and WHAT it’s supposed to do – on paper
• Management and designers jump into design without
requirements
• What does it describe?
– Current lay of the land: what are the business processes
we want to capture and why
– Functional requirements: system shall do X
– Data and use cases
– Non-functional requirements: system shall be Y
– Security, cost, availability
• BRD is a business solution document, it does not try to
determine the technical solution
• BRD is not detailed enough (if it exists at all!), and more
questions must be asked to start architecture and
design
Requirements
©2019 Senturus, Inc. All rights reserved. 10
Business Requirements Document (BRD)
Requirements
©2019 Senturus, Inc. All rights reserved. 11
Data is king!
Even though data modeling comes later, it informs every
phase of our project – so involve it as soon as possible!
• What are the business processes we will measure, and
how can we categorize them?
• High level plan that will be refined later
Requirements
©2019 Senturus, Inc. All rights reserved. 12
Business Matrix
Business
Process
Date
LocationEm
ployee
Custom
er
ProductDiscountType
Paym
entType
Ingredient
VendorDelivery
Type
CostCenter
G/LAccount
Sales x x x x x x
Discounts x x x x x x x
Payments x x x x x x
Inventories x x x x x
Deliveries x x x x x
General Ledger x x x x
Sample business matrix for a restaurant chain
• Imagine building a house without a plan (or the people
who will live in it or the people who will build it)
• “Every day I spend designing is three days I save
developing” — Monte Hansen, my first BI mentor
Architecture and Design
©2019 Senturus, Inc. All rights reserved. 13
• The business requirements document told us the
business solution and we need to communicate the
technical solution
• Address all requirements and use cases provided and
recorded by the business
• This should be written in English
Solution Architecture
©2019 Senturus, Inc. All rights reserved. 14
Architecture Summary
Solution Architecture
©2019 Senturus, Inc. All rights reserved. 15
Data Flow Diagram
Sales
Inventory
G/L
Semantic Model
Data
Warehouse
Visualizations
(Power BI, Tableau)
Analysts
Executives
Field Leaders
High-level illustration that shows components from a
data/user perspective, not a platform perspective (the
what rather than the how)
Store
Employees
Accountants
Ad-hoc Analysis
(Excel)
Solution Architecture
©2019 Senturus, Inc. All rights reserved. 16
Topology Diagram
Technical version of the data flow diagram: describes the
how, when, where
• All servers involved (e.g. data warehouse is clustered
with two nodes)
• Names, IP addresses, data refresh cadence
• Delineates between cloud and on-prem
• One diagram per environment (Dev, QA, Prod, etc.)
Hear the Recording
17©2018 Senturus, Inc. All rights reserved.
To view the FREE video recording and download this deck,
go to:
https://senturus.com/resources/great-bi-its-not-about-
the-tools/
The Senturus comprehensive library of recorded webinars,
demos, whitepapers, presentations and case studies is
available on our website at:
http://www.senturus.com/resources/
Data Modeling
©2019 Senturus, Inc. All rights reserved. 18
Conceptual Logical Physical
Business
Process Date
Location
Em
ployee
Custom
er
Product
Discount Type
Paym
ent Type
Ingredient
Vendor
Delivery
Type
Cost Center
G/L Account
Sales x x x x x x
Discounts x x x x x x x
Payments x x x x x x
Inventories x x x x x
Deliveries x x x x x
General Ledger x x x x
Business Matrix
• Metadata layer: measure definitions, business-friendly names,
English descriptions of all attributes
– In the past, we might have called this a “cube”
• Business logic can be captured here (or in the reports
downstream), but it should be pushed as far upstream as
possible
– …But there are plenty of reasons why this might not be best
• Design example: where to define net sales?
Semantic Modeling
©2019 Senturus, Inc. All rights reserved. 19
Semantic
Model
Data
Warehouse
Model
Visualizations
• If we did everything else right, this is the easy part
• Without good design, all that work upstream is wasted
Visualizations
©2019 Senturus, Inc. All rights reserved. 20
These can be drawn without access to data and
technology (although, technology will inform what we
can/can’t do)
Visualizations
©2019 Senturus, Inc. All rights reserved. 21
Mockups/Wireframes
Visualizations
©2019 Senturus, Inc. All rights reserved. 22
Style Guidelines
• Framework for managing corporate data
• Why should I care about it?
– Data is messy because humans are messy!
– Example: product in forecast system but not in sales system
– Example: how do we want to categorize products?
• What does it do?
– Establishes the business as data owners and IT as data stewards
– Establishes data issues as cross-functional: these issues are
everyone’s problem to solve
• Governance is a process, not a platform
• Don’t let process be a roadblock to progress
– Garbage in, garbage out: showing everyone the problem is
sometimes the only way to kickstart solving it
Data Governance
©2019 Senturus, Inc. All rights reserved. 23
Data Governance Teams (For $2B Company)
©2019 Senturus, Inc. All rights reserved. 24
Executive Steering Committee
CULTURE
Data Governance Committee
STRATEGY
Business User Advisory Teams
TACTICS
Project Team
EXECUTION
~5 executives/SVP’s
~12 VP’s/directors
~30 individual contributors
(in small groups)
~15 IT members
People
©2019 Senturus, Inc. All rights reserved. 25
“No matter how it looks at first,
it’s always a people problem”
—The Secrets of Consulting, Gerald Weinberg
People
©2019 Senturus, Inc. All rights reserved. 26
Project Team Roles
Depending on the
size of the
project, I may
serve in multiple
roles – but I always
think of the roles
separately
People
©2019 Senturus, Inc. All rights reserved. 27
• Who’s doing what?
– Responsible, accountable, consulted, informed, (quality
reviewer)
• If the team is big enough, list groups/committees
Responsibility Assignment Matrix
People
©2019 Senturus, Inc. All rights reserved. 28
• Who are your thought leaders? Do you have the right
people in place to:
– Implement these ideas
– Provide guidance and dedication when things get hard
– Fight for ideas they believe in
• Business intelligence is much more of an art than a
science… and you need artists on your team
Where Could Your Team Change Things?
©2019 Senturus, Inc. All rights reserved. 29
Requirements Solution
Architecture
Data Model
Design
Semantic Model
Design
Visual
Design
Documentation Governance People
Business Intelligence Project Phases
Supporting Structures
Hear the Recording
30©2018 Senturus, Inc. All rights reserved.
To view the FREE video recording and download this deck,
go to:
https://senturus.com/resources/great-bi-its-not-about-
the-tools/
The Senturus comprehensive library of recorded webinars,
demos, whitepapers, presentations and case studies is
available on our website at:
http://www.senturus.com/resources/
salpay@senturus.com
Questions? Write me!
31©2019 Senturus, Inc. All rights reserved.
Business Analytics Consultants
WHO WE ARE
Bridging the Gap Between Data & Decision Making
DECISIONS
& ACTIONS
Business Needs
Analysis
Ready
Data
Analysis
Ready
Data
©2019 Senturus, Inc. All rights reserved. 33
• Dashboards, Reporting &
Visualizations
• Data Preparation & Modern Data
Warehousing
• Self-Service Business Analytics
• Salesforce Reporting
• Big Data & Advanced Analytics
• Planning & Forecasting Systems
• Proprietary Analytics Connector
Software
Business Analytics Architects
©2019 Senturus, Inc. All rights reserved. 34
1200+ Clients, 2000+ Projects, 18+ Years
©2019 Senturus, Inc. All rights reserved. 35
ADDITIONAL RESOURCES
Upcoming Events
©2019 Senturus, Inc. All rights reserved.
www.senturus.com/events
www.senturus.com/senturus-resources/
Visit Our Free Resource Library and Blog
©2019 Senturus, Inc. All rights reserved. 38
Cognos and Tableau Training Options
©2019 Senturus, Inc. All rights reserved.
https://senturus.com/training/
39
If your question or
issue is broader than
what can be answered
today, contact us at
info@senturus.com
and we will set up a
free consultation.
Q&A and Wrap-up
©2019 Senturus, Inc. All rights reserved. 40
Thank You!
www.senturus.com
info@senturus.com
888 601 6010
Copyright 2019 by Senturus, Inc.
This entire presentation is copyrighted and may not be
reused or distributed without the written consent of
Senturus, Inc.
41©2019 Senturus, Inc. All rights reserved.

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Great BI: It’s Not About the Tools

  • 1. GREAT BI: IT’S NOT ABOUT THE TOOLS! How to Lead Your Team to BI Success
  • 2. • Introductions • Structuring BI projects around ideas, not tools • Senturus overview • Additional resources • Q&A and wrap-up Agenda ©2019 Senturus, Inc. All rights reserved. 2
  • 3. ©2019 Senturus, Inc. All rights reserved. Shawn Alpay BI Architect Senturus, Inc. 3 Presenters Michael Weinhauer Practice Area Director / Solutions Architect Senturus, Inc.
  • 4. Hundreds of Free Resources ©2018 Senturus, Inc. All rights reserved. 4 www.senturus.com/resources/
  • 5. This slide deck is from the webinar: Great BI: It’s Not About the Tools! To view the FREE video recording and download this deck, go to: https://senturus.com/resources/great-bi-its-not-about- the-tools/ Hear the Recording ©2018 Senturus, Inc. All rights reserved. 5
  • 6. GREAT BI: IT’S NOT ABOUT THE TOOLS!
  • 7. Good Business Intelligence is Hard ©2019 Senturus, Inc. All rights reserved. 7 • “70-80% of business intelligence projects fail”— Gartner, 2011 • Failures are due to bad decisions, not bad technology • There are often many “right” ways to do something in BI, but only true thought leadership will yield the “best” way
  • 8. What We’ll Cover (And What We Won’t) ©2019 Senturus, Inc. All rights reserved. 8 Requirements Solution Architecture Data Model Design Semantic Model Design Visual Design Documentation Governance People Technology Development Validation Rollout Business Intelligence Project Phases Supporting Structures Where does your organization need better thought leadership?
  • 9. Requirements ©2019 Senturus, Inc. All rights reserved. 9 • “80% of project failures can be traced back to the scope definition process” — AMA Briefing • Clearly communicate WHY we’re building a solution – and WHAT it’s supposed to do – on paper • Management and designers jump into design without requirements
  • 10. • What does it describe? – Current lay of the land: what are the business processes we want to capture and why – Functional requirements: system shall do X – Data and use cases – Non-functional requirements: system shall be Y – Security, cost, availability • BRD is a business solution document, it does not try to determine the technical solution • BRD is not detailed enough (if it exists at all!), and more questions must be asked to start architecture and design Requirements ©2019 Senturus, Inc. All rights reserved. 10 Business Requirements Document (BRD)
  • 11. Requirements ©2019 Senturus, Inc. All rights reserved. 11 Data is king! Even though data modeling comes later, it informs every phase of our project – so involve it as soon as possible!
  • 12. • What are the business processes we will measure, and how can we categorize them? • High level plan that will be refined later Requirements ©2019 Senturus, Inc. All rights reserved. 12 Business Matrix Business Process Date LocationEm ployee Custom er ProductDiscountType Paym entType Ingredient VendorDelivery Type CostCenter G/LAccount Sales x x x x x x Discounts x x x x x x x Payments x x x x x x Inventories x x x x x Deliveries x x x x x General Ledger x x x x Sample business matrix for a restaurant chain
  • 13. • Imagine building a house without a plan (or the people who will live in it or the people who will build it) • “Every day I spend designing is three days I save developing” — Monte Hansen, my first BI mentor Architecture and Design ©2019 Senturus, Inc. All rights reserved. 13
  • 14. • The business requirements document told us the business solution and we need to communicate the technical solution • Address all requirements and use cases provided and recorded by the business • This should be written in English Solution Architecture ©2019 Senturus, Inc. All rights reserved. 14 Architecture Summary
  • 15. Solution Architecture ©2019 Senturus, Inc. All rights reserved. 15 Data Flow Diagram Sales Inventory G/L Semantic Model Data Warehouse Visualizations (Power BI, Tableau) Analysts Executives Field Leaders High-level illustration that shows components from a data/user perspective, not a platform perspective (the what rather than the how) Store Employees Accountants Ad-hoc Analysis (Excel)
  • 16. Solution Architecture ©2019 Senturus, Inc. All rights reserved. 16 Topology Diagram Technical version of the data flow diagram: describes the how, when, where • All servers involved (e.g. data warehouse is clustered with two nodes) • Names, IP addresses, data refresh cadence • Delineates between cloud and on-prem • One diagram per environment (Dev, QA, Prod, etc.)
  • 17. Hear the Recording 17©2018 Senturus, Inc. All rights reserved. To view the FREE video recording and download this deck, go to: https://senturus.com/resources/great-bi-its-not-about- the-tools/ The Senturus comprehensive library of recorded webinars, demos, whitepapers, presentations and case studies is available on our website at: http://www.senturus.com/resources/
  • 18. Data Modeling ©2019 Senturus, Inc. All rights reserved. 18 Conceptual Logical Physical Business Process Date Location Em ployee Custom er Product Discount Type Paym ent Type Ingredient Vendor Delivery Type Cost Center G/L Account Sales x x x x x x Discounts x x x x x x x Payments x x x x x x Inventories x x x x x Deliveries x x x x x General Ledger x x x x Business Matrix
  • 19. • Metadata layer: measure definitions, business-friendly names, English descriptions of all attributes – In the past, we might have called this a “cube” • Business logic can be captured here (or in the reports downstream), but it should be pushed as far upstream as possible – …But there are plenty of reasons why this might not be best • Design example: where to define net sales? Semantic Modeling ©2019 Senturus, Inc. All rights reserved. 19 Semantic Model Data Warehouse Model Visualizations
  • 20. • If we did everything else right, this is the easy part • Without good design, all that work upstream is wasted Visualizations ©2019 Senturus, Inc. All rights reserved. 20
  • 21. These can be drawn without access to data and technology (although, technology will inform what we can/can’t do) Visualizations ©2019 Senturus, Inc. All rights reserved. 21 Mockups/Wireframes
  • 22. Visualizations ©2019 Senturus, Inc. All rights reserved. 22 Style Guidelines
  • 23. • Framework for managing corporate data • Why should I care about it? – Data is messy because humans are messy! – Example: product in forecast system but not in sales system – Example: how do we want to categorize products? • What does it do? – Establishes the business as data owners and IT as data stewards – Establishes data issues as cross-functional: these issues are everyone’s problem to solve • Governance is a process, not a platform • Don’t let process be a roadblock to progress – Garbage in, garbage out: showing everyone the problem is sometimes the only way to kickstart solving it Data Governance ©2019 Senturus, Inc. All rights reserved. 23
  • 24. Data Governance Teams (For $2B Company) ©2019 Senturus, Inc. All rights reserved. 24 Executive Steering Committee CULTURE Data Governance Committee STRATEGY Business User Advisory Teams TACTICS Project Team EXECUTION ~5 executives/SVP’s ~12 VP’s/directors ~30 individual contributors (in small groups) ~15 IT members
  • 25. People ©2019 Senturus, Inc. All rights reserved. 25 “No matter how it looks at first, it’s always a people problem” —The Secrets of Consulting, Gerald Weinberg
  • 26. People ©2019 Senturus, Inc. All rights reserved. 26 Project Team Roles Depending on the size of the project, I may serve in multiple roles – but I always think of the roles separately
  • 27. People ©2019 Senturus, Inc. All rights reserved. 27 • Who’s doing what? – Responsible, accountable, consulted, informed, (quality reviewer) • If the team is big enough, list groups/committees Responsibility Assignment Matrix
  • 28. People ©2019 Senturus, Inc. All rights reserved. 28 • Who are your thought leaders? Do you have the right people in place to: – Implement these ideas – Provide guidance and dedication when things get hard – Fight for ideas they believe in • Business intelligence is much more of an art than a science… and you need artists on your team
  • 29. Where Could Your Team Change Things? ©2019 Senturus, Inc. All rights reserved. 29 Requirements Solution Architecture Data Model Design Semantic Model Design Visual Design Documentation Governance People Business Intelligence Project Phases Supporting Structures
  • 30. Hear the Recording 30©2018 Senturus, Inc. All rights reserved. To view the FREE video recording and download this deck, go to: https://senturus.com/resources/great-bi-its-not-about- the-tools/ The Senturus comprehensive library of recorded webinars, demos, whitepapers, presentations and case studies is available on our website at: http://www.senturus.com/resources/
  • 31. salpay@senturus.com Questions? Write me! 31©2019 Senturus, Inc. All rights reserved.
  • 33. Bridging the Gap Between Data & Decision Making DECISIONS & ACTIONS Business Needs Analysis Ready Data Analysis Ready Data ©2019 Senturus, Inc. All rights reserved. 33
  • 34. • Dashboards, Reporting & Visualizations • Data Preparation & Modern Data Warehousing • Self-Service Business Analytics • Salesforce Reporting • Big Data & Advanced Analytics • Planning & Forecasting Systems • Proprietary Analytics Connector Software Business Analytics Architects ©2019 Senturus, Inc. All rights reserved. 34
  • 35. 1200+ Clients, 2000+ Projects, 18+ Years ©2019 Senturus, Inc. All rights reserved. 35
  • 37. Upcoming Events ©2019 Senturus, Inc. All rights reserved. www.senturus.com/events
  • 38. www.senturus.com/senturus-resources/ Visit Our Free Resource Library and Blog ©2019 Senturus, Inc. All rights reserved. 38
  • 39. Cognos and Tableau Training Options ©2019 Senturus, Inc. All rights reserved. https://senturus.com/training/ 39
  • 40. If your question or issue is broader than what can be answered today, contact us at info@senturus.com and we will set up a free consultation. Q&A and Wrap-up ©2019 Senturus, Inc. All rights reserved. 40
  • 41. Thank You! www.senturus.com info@senturus.com 888 601 6010 Copyright 2019 by Senturus, Inc. This entire presentation is copyrighted and may not be reused or distributed without the written consent of Senturus, Inc. 41©2019 Senturus, Inc. All rights reserved.