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Neo4j, Inc. All rights reserved 2021
Neo4j, Inc. All rights reserved 2021
The Business Value of Neo4j
Blaise James | Analyst Relations, Neo4j
Guests:
Noel Yuhanna | Forrester Research
Mary Barton | Forrester Research
October 2021
A commissioned study conducted by Forrester Consulting on behalf of Neo4j
Neo4j, Inc. All rights reserved 2021
Our Customers Are Solving
Complex And Valuable Problems
With Graphs ... With Neo4j.
Neo4j, Inc. All rights reserved 2021
Forrester Total Economic ImpactTM
(TEI)
• Proven 20-year-old approach to evaluating business value
• Evaluation of 4 elements
◦ Cost
◦ Benefits
◦ Flexibility
◦ Risk
• Objective
◦ Custom research study
◦ Forrester does not endorse a company or its solutions, and maintains editorial
control over the content
A commissioned study conducted by Forrester Consulting on behalf of Neo4j
Neo4j, Inc. All rights reserved 2021
Quick Takeaways
• Capture the benefits of the Neo4j graph platform
◦ 400%+ ROI on average
◦ Improved business results of 20% on average
◦ Accelerated Time-to-Value (TTV) up to 60%
◦ Digital transformation cost savings
A commissioned study conducted by Forrester Consulting on behalf of Neo4j
Neo4j, Inc. All rights reserved 2021
Neo4j, Inc. All rights reserved 2021
Thank you
The Total Economic Impact Of
The Neo4j Graph Data Platform
Mary Barton, Consultant
The audience should be aware of the following:
• This document is an abridged webinar version of a full case study (Forrester Total Economic Impact of
Neo4j Graph Data Platform, October, 2021).
• The study is commissioned by Neo4j and delivered by the Forrester Consulting group.
• Forrester makes no assumptions as to the potential return on investment that other organizations will
receive. Forrester strongly advises that readers should use their own estimates within the framework
provided in the report to determine the appropriateness of an investment in Neo4j Graph Data Platform.
• Neo4j reviewed and provided feedback to Forrester, but Forrester maintains editorial control over the
study and its findings and does not accept changes to the study that contradict Forrester’s findings or
obscure the meaning of the study.
• The customer names for the interviews were provided by Neo4j.
• Forrester does not endorse Neo4j.
Disclosures
Agenda
Introduction
What is TEI?
Executive summary
Customer journeys
Study results
Question and answer
Please note:
This slide presentation is an abridged,
graphical, and complementary
representation of a case study.
For a full explanation of methodology
and details on model calculations,
please refer to the full case study (The
Total Economic Impact of The Neo4j
Graph Data Platform, October, 2021)
“Next-level” business case justifications are
increasingly important for technology investments
TCO ROI TEI
IT impact
IT costs
IT cost savings
Business
impact
User efficiency
Business effectiveness
Risk/
uncertainty
Risk mitigation
Risk versus reward
Strategic
impact
Scalability
Flexibility
What is an effective business case?
Over 90% of IT decision-makers find value in a
business case
TEITM
is a proven,
consistent, repeatable
methodology to
justify technology
investments
Flexibility
BENEFITS
COSTS
FLEXIBILITY
RISK
TOTAL ECONOMIC
IMPACT
Project approach
Forrester took a multistep approach to evaluate the impact of Neo4j Graph Data Platform
DUE
DILIGENCE
CUSTOMER
INTERVIEWS
COMPOSITE AND
FINANCIAL
MODEL
WRITE CASE
STUDY
REVIEW AND
FINALIZE
“The main problem was that we had no flexibility
to create new features. We would think of a way to
do something cool with the activity feed, but we
weren't able to execute because the existing
infrastructure we had was such a big, rigid system.”
— Senior software engineer, software
© 2021 Forrester. Reproduction Prohibited.
“It’s just like you’re building an airplane
and you said, ‘Oh, I have a great
steam engine. Let’s try with that first
because that’s what we use
everywhere.’ But you need a different
thing. So what’s the comparison of
steam engines versus jet engines for
aircraft? There’s no real comparison.”
- Principal architect, financial services
Three-year impact
Based on an analysis of Neo4j
customer feedback and quantified
benefit, cost, risk, and flexibility factors.
ROI
417%
BENEFITS PV
$5.19M
NPV
$4.18M
Banking – Data Architect, Canada
Software – Senior Software Engineer, United States
Not-for-profit – Chief architect, Enterprise innovation architect, United States
Financial Services – Principal Architect, United States
Forrester interviewed 5 decision makers with 4 users
of the Neo4j Graph Data Platform
Key Challenges
• Barriers to digital transformation.
• Relational database limitations.
• Inefficient IT utilization.
“If you have an application that needs to make,
say, five jumps, with Neo4j you can do it in a
second or two. In a relational database that can run
for 20 minutes, and that completely ruled out the
ability for such an application to be interactive.”
— Principal architect, financial services
Creating a business case
for the Neo4j Graph Data
Platform
Forrester created a composite organization
to convey the aggregate financial analysis
The composite organization:
• Develops both customer facing and
internal business applications using
Neo4j.
• Targets $5 million in revenue per year
with applications developed using Neo4j.
• Employs 6 Full-time Neo4j developers.
• Deploys Neo4j Enterprise Edition as a
self-hosted solution with three to five
production machines operating in the
cloud and spanning one to three data
centers, with corresponding test and
development environments.
$2.2 M
$1.1 M
$1.8 M
$0.5M
$1.0M
$1.5M
$2.0M
$2.5M
Improved business
results
Increased time-to-value
in the software
development lifecycle
Digital transformation
savings achieved
Three-year risk-adjusted
benefits
Based on interviews with current customer
organizations, as applied to the composite
© 2021 Forrester. Reproduction Prohibited.
Improved business
results
One of the interviewees
reported a significant uptick in
customer engagement.
FINANCIAL IMPACT
$2.2M 3-year PV
“With the collaboration between us and
product, they’re really able to get into it and
actually contribute to what the algorithm does
in the end. Doing that with the previous model
was a lot harder.”
- Senior software engineer, consumer
technology
An interviewee described how the
Neo4j model not only allowed
them to source more data to
support the effort but detect
suspicious accounts so that fraud
was predicted and prevented.
© 2021 Forrester. Reproduction Prohibited.
Increased time-to-value
in the software
development lifecycle
“It’s just the fact that the business rules
that had to be incorporated into an
algorithm are 10,000 pages of
documentation. I would say the time-to-
realization, from deciding that that Neo4j
was the right fit, was six to nine months,
with a very small team of three people.”
– Chief architect for non-profit
FINANCIAL IMPACT
$1.1M 3-year PV
Interviewed decision-makers reported that they
were able to achieve efficiencies across the
software development lifecycle. From the initial
meetings with business stakeholders and data
incorporation through to deployment of a production
application, less time and effort was expended.
“One of the other things I like about graphs
in Neo4j: It’s very easy to prototype a large
amount of data on your personal computer.
– Senior Software Engineer
© 2021 Forrester. Reproduction Prohibited.
Digital transformation
savings achieved
FINANCIAL IMPACT
$1.8M 3-year PV
“If we tried to do a ‘square peg in a round
hole with a sledgehammer’ and had been
using proprietary in-memory structures or
a relational database (or some other
NoSQL database) in order to do this, we
would probably be using significantly more
horsepower, CPU, memory, storage,
cache, you name it, to accomplish the
same work.
- Chief architect, not-for-profit
“We had an algorithm running, and we
were powering it with [a previous solution].
About a year ago, we started moving
those recommendations to Neo4j. Our
graph-based recommendations perform
better, and we cut out about $300,000 a
year.”
- Senior software engineer, software
company
Better collaboration with
business stakeholders
Organizational
Knowledge
There are benefits to using Neo4j Graph Data Platform
that the customers couldn’t quantify
1
Schemaless database
Agility
Three-year risk-adjusted
costs
Incremental cost and effort to implement and
use the Neo4j Graph Data Platform
$820,661
$182,784
Neo4j license and fees Neo4j administration
417%
Return on investment (ROI)
$4.18M
Net present value (NPV)
Financial summary
Three-year risk-adjusted results
-$1.0 M
$1.0 M
$2.0 M
$3.0 M
$4.0 M
$5.0 M
$6.0 M
Initial Year 1 Year 2 Year 3
Cash
flows
Cash Flow Chart (Risk-Adjusted)
Total costs Total benefits Cumulative net benefits
Thank You.
Mary Barton
Consultant
mbarton@forrester.com
Business case definitions
101
Present value (PV)
The present or current value of (discounted) cost and benefit
estimates given at an interest rate (the discount rate). The PV
of costs and benefits feed into the total NPV of cash flows.
Net present value (NPV)
The present or current value of (discounted) future net cash
flows given an interest rate (the discount rate). A positive
project NPV normally indicates that the investment should be
made, unless other projects have higher NPVs.
Payback period
The breakeven point for an investment. This is the point in time
at which net benefits (benefits minus costs) equal initial
investment or cost.
Return on investment (ROI)
A project’s expected return in percentage terms. ROI is
calculated by dividing net benefits (benefits less costs) by
costs.
Accelerate Digital
Transformation Initiative
With Graph Technology
Noel Yuhanna
Vice President, Principal Analyst
Digital transformation continues to be a top
priority for global enterprises . . .
Digital transformations must be powered by new
generation solutions to remain competitive …
AI
Graph
Cloud
However creating
data connections
can be very complex
and time consuming!
Ingest
Data sources
Ingest
Graph simplifies
data connections
at scale
Data sources
Graph simplifies connected data … delivers a
platform to drive new digital transformation
initiatives…
Customer transaction data
Sensor data
Click-stream data
Inventory data
Point-of-sale data
ERP data
Social data
Supply chain data
Product data
Sales data
Customer data
System of record(master data)
7
• Make connections quickly and more
accurately: For new and emerging
business use cases
• Data analysis performance: Takes
query, insights and predictive analytics
to the next level
• Uncover hidden connections: In data
science, and advanced analytics
• Improve staff productivity: With
minimal coding and more analysis
• Address new business needs:
Integrates with AI/ML to deliver new
business use cases.
Why use Graph
Database?
8
• Customer 360 initiative
• Customer intelligence
• IoT analytics
• Microservices applications
• Risk analytics
• Industry-specific insights
• Operational insights
• And others!
Graph can accelerate
many business use
cases!
Graph can also lower cost of digital
transformation initiatives through
automation, improve productivity of
staff, lower hardware requirements and
accelerate use cases!
10
Thank You.
Noel Yuhanna
Vice President, Principal Analyst

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The Total Economic ImpactTM (TEI) of Neo4j, Featuring Forrester

  • 1. Neo4j, Inc. All rights reserved 2021 Neo4j, Inc. All rights reserved 2021 The Business Value of Neo4j Blaise James | Analyst Relations, Neo4j Guests: Noel Yuhanna | Forrester Research Mary Barton | Forrester Research October 2021 A commissioned study conducted by Forrester Consulting on behalf of Neo4j
  • 2. Neo4j, Inc. All rights reserved 2021 Our Customers Are Solving Complex And Valuable Problems With Graphs ... With Neo4j.
  • 3. Neo4j, Inc. All rights reserved 2021 Forrester Total Economic ImpactTM (TEI) • Proven 20-year-old approach to evaluating business value • Evaluation of 4 elements ◦ Cost ◦ Benefits ◦ Flexibility ◦ Risk • Objective ◦ Custom research study ◦ Forrester does not endorse a company or its solutions, and maintains editorial control over the content A commissioned study conducted by Forrester Consulting on behalf of Neo4j
  • 4. Neo4j, Inc. All rights reserved 2021 Quick Takeaways • Capture the benefits of the Neo4j graph platform ◦ 400%+ ROI on average ◦ Improved business results of 20% on average ◦ Accelerated Time-to-Value (TTV) up to 60% ◦ Digital transformation cost savings A commissioned study conducted by Forrester Consulting on behalf of Neo4j
  • 5. Neo4j, Inc. All rights reserved 2021 Neo4j, Inc. All rights reserved 2021 Thank you
  • 6. The Total Economic Impact Of The Neo4j Graph Data Platform Mary Barton, Consultant
  • 7. The audience should be aware of the following: • This document is an abridged webinar version of a full case study (Forrester Total Economic Impact of Neo4j Graph Data Platform, October, 2021). • The study is commissioned by Neo4j and delivered by the Forrester Consulting group. • Forrester makes no assumptions as to the potential return on investment that other organizations will receive. Forrester strongly advises that readers should use their own estimates within the framework provided in the report to determine the appropriateness of an investment in Neo4j Graph Data Platform. • Neo4j reviewed and provided feedback to Forrester, but Forrester maintains editorial control over the study and its findings and does not accept changes to the study that contradict Forrester’s findings or obscure the meaning of the study. • The customer names for the interviews were provided by Neo4j. • Forrester does not endorse Neo4j. Disclosures
  • 8. Agenda Introduction What is TEI? Executive summary Customer journeys Study results Question and answer Please note: This slide presentation is an abridged, graphical, and complementary representation of a case study. For a full explanation of methodology and details on model calculations, please refer to the full case study (The Total Economic Impact of The Neo4j Graph Data Platform, October, 2021)
  • 9. “Next-level” business case justifications are increasingly important for technology investments TCO ROI TEI IT impact IT costs IT cost savings Business impact User efficiency Business effectiveness Risk/ uncertainty Risk mitigation Risk versus reward Strategic impact Scalability Flexibility What is an effective business case? Over 90% of IT decision-makers find value in a business case
  • 10. TEITM is a proven, consistent, repeatable methodology to justify technology investments Flexibility BENEFITS COSTS FLEXIBILITY RISK TOTAL ECONOMIC IMPACT
  • 11. Project approach Forrester took a multistep approach to evaluate the impact of Neo4j Graph Data Platform DUE DILIGENCE CUSTOMER INTERVIEWS COMPOSITE AND FINANCIAL MODEL WRITE CASE STUDY REVIEW AND FINALIZE
  • 12. “The main problem was that we had no flexibility to create new features. We would think of a way to do something cool with the activity feed, but we weren't able to execute because the existing infrastructure we had was such a big, rigid system.” — Senior software engineer, software
  • 13. © 2021 Forrester. Reproduction Prohibited. “It’s just like you’re building an airplane and you said, ‘Oh, I have a great steam engine. Let’s try with that first because that’s what we use everywhere.’ But you need a different thing. So what’s the comparison of steam engines versus jet engines for aircraft? There’s no real comparison.” - Principal architect, financial services Three-year impact Based on an analysis of Neo4j customer feedback and quantified benefit, cost, risk, and flexibility factors. ROI 417% BENEFITS PV $5.19M NPV $4.18M
  • 14. Banking – Data Architect, Canada Software – Senior Software Engineer, United States Not-for-profit – Chief architect, Enterprise innovation architect, United States Financial Services – Principal Architect, United States Forrester interviewed 5 decision makers with 4 users of the Neo4j Graph Data Platform
  • 15. Key Challenges • Barriers to digital transformation. • Relational database limitations. • Inefficient IT utilization.
  • 16. “If you have an application that needs to make, say, five jumps, with Neo4j you can do it in a second or two. In a relational database that can run for 20 minutes, and that completely ruled out the ability for such an application to be interactive.” — Principal architect, financial services
  • 17. Creating a business case for the Neo4j Graph Data Platform Forrester created a composite organization to convey the aggregate financial analysis The composite organization: • Develops both customer facing and internal business applications using Neo4j. • Targets $5 million in revenue per year with applications developed using Neo4j. • Employs 6 Full-time Neo4j developers. • Deploys Neo4j Enterprise Edition as a self-hosted solution with three to five production machines operating in the cloud and spanning one to three data centers, with corresponding test and development environments.
  • 18. $2.2 M $1.1 M $1.8 M $0.5M $1.0M $1.5M $2.0M $2.5M Improved business results Increased time-to-value in the software development lifecycle Digital transformation savings achieved Three-year risk-adjusted benefits Based on interviews with current customer organizations, as applied to the composite
  • 19. © 2021 Forrester. Reproduction Prohibited. Improved business results One of the interviewees reported a significant uptick in customer engagement. FINANCIAL IMPACT $2.2M 3-year PV “With the collaboration between us and product, they’re really able to get into it and actually contribute to what the algorithm does in the end. Doing that with the previous model was a lot harder.” - Senior software engineer, consumer technology An interviewee described how the Neo4j model not only allowed them to source more data to support the effort but detect suspicious accounts so that fraud was predicted and prevented.
  • 20. © 2021 Forrester. Reproduction Prohibited. Increased time-to-value in the software development lifecycle “It’s just the fact that the business rules that had to be incorporated into an algorithm are 10,000 pages of documentation. I would say the time-to- realization, from deciding that that Neo4j was the right fit, was six to nine months, with a very small team of three people.” – Chief architect for non-profit FINANCIAL IMPACT $1.1M 3-year PV Interviewed decision-makers reported that they were able to achieve efficiencies across the software development lifecycle. From the initial meetings with business stakeholders and data incorporation through to deployment of a production application, less time and effort was expended. “One of the other things I like about graphs in Neo4j: It’s very easy to prototype a large amount of data on your personal computer. – Senior Software Engineer
  • 21. © 2021 Forrester. Reproduction Prohibited. Digital transformation savings achieved FINANCIAL IMPACT $1.8M 3-year PV “If we tried to do a ‘square peg in a round hole with a sledgehammer’ and had been using proprietary in-memory structures or a relational database (or some other NoSQL database) in order to do this, we would probably be using significantly more horsepower, CPU, memory, storage, cache, you name it, to accomplish the same work. - Chief architect, not-for-profit “We had an algorithm running, and we were powering it with [a previous solution]. About a year ago, we started moving those recommendations to Neo4j. Our graph-based recommendations perform better, and we cut out about $300,000 a year.” - Senior software engineer, software company
  • 22. Better collaboration with business stakeholders Organizational Knowledge There are benefits to using Neo4j Graph Data Platform that the customers couldn’t quantify 1 Schemaless database Agility
  • 23. Three-year risk-adjusted costs Incremental cost and effort to implement and use the Neo4j Graph Data Platform $820,661 $182,784 Neo4j license and fees Neo4j administration
  • 24. 417% Return on investment (ROI) $4.18M Net present value (NPV) Financial summary Three-year risk-adjusted results -$1.0 M $1.0 M $2.0 M $3.0 M $4.0 M $5.0 M $6.0 M Initial Year 1 Year 2 Year 3 Cash flows Cash Flow Chart (Risk-Adjusted) Total costs Total benefits Cumulative net benefits
  • 26. Business case definitions 101 Present value (PV) The present or current value of (discounted) cost and benefit estimates given at an interest rate (the discount rate). The PV of costs and benefits feed into the total NPV of cash flows. Net present value (NPV) The present or current value of (discounted) future net cash flows given an interest rate (the discount rate). A positive project NPV normally indicates that the investment should be made, unless other projects have higher NPVs. Payback period The breakeven point for an investment. This is the point in time at which net benefits (benefits minus costs) equal initial investment or cost. Return on investment (ROI) A project’s expected return in percentage terms. ROI is calculated by dividing net benefits (benefits less costs) by costs.
  • 27. Accelerate Digital Transformation Initiative With Graph Technology Noel Yuhanna Vice President, Principal Analyst
  • 28. Digital transformation continues to be a top priority for global enterprises . . .
  • 29. Digital transformations must be powered by new generation solutions to remain competitive … AI Graph Cloud
  • 30. However creating data connections can be very complex and time consuming! Ingest Data sources
  • 32. Graph simplifies connected data … delivers a platform to drive new digital transformation initiatives… Customer transaction data Sensor data Click-stream data Inventory data Point-of-sale data ERP data Social data Supply chain data Product data Sales data Customer data System of record(master data)
  • 33. 7 • Make connections quickly and more accurately: For new and emerging business use cases • Data analysis performance: Takes query, insights and predictive analytics to the next level • Uncover hidden connections: In data science, and advanced analytics • Improve staff productivity: With minimal coding and more analysis • Address new business needs: Integrates with AI/ML to deliver new business use cases. Why use Graph Database?
  • 34. 8 • Customer 360 initiative • Customer intelligence • IoT analytics • Microservices applications • Risk analytics • Industry-specific insights • Operational insights • And others! Graph can accelerate many business use cases!
  • 35. Graph can also lower cost of digital transformation initiatives through automation, improve productivity of staff, lower hardware requirements and accelerate use cases!
  • 36. 10 Thank You. Noel Yuhanna Vice President, Principal Analyst