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Building Value
- Understanding the TCO and ROI of
Apache Kafka & Confluent
Lyndon Hedderly, Customer Solutions Director
June 2020
Agenda
2
01
What do we mean by business
value & why measure it?
02
How to measure business value
An example - Why Kafka / Why Event
Streaming?
03
How to measure the value of
Confluent
- Confluent Platform
- Confluent Cloud
04
Lessons learned & common
questions
05
Discussion / Q&A
What do we mean by
business value?
Operational
Efficiencies
(cost savings /
Risk Mitigation)
Increasing
Revenue
(e.g. improving
customer Experience)
New Business Models
(new revenue)
5
The Main Business Value Categories
Why measure business
value?
...Is the Investment the right one? Will it deliver
the best return? How do we prioritise
initiatives?
...Most importantly, organizations want to know
value measurements in order to ensure they are
delivered.
● Everest Group - 73%of enterprises digital transformation efforts
failed to provide any business value.
● McKinsey - 70%of digital transformation initiatives fail to reach
their stated goals, equating to over $900 billion worth of enterprise
spend.
● IDC - $256 billion spent on digital initiatives across Europe, only
26%delivered an ROI.
7
How to measure business
value?
- Apache Kafka® / event streaming
$21 M in 2018 $80 M in 2007
Andy Wharhol - Liz (1963) Turquoise Marilyn (1964)
Confluents Approach to Measuring Business
Value
10
5-steps - assessing both financial (quantifiable) and non-financial
(soft / intangible) benefits
As-Is (Current) State
+ Negative
Consequences
(3 yr costs)
Desired Solution
3 yr costs
+ Project Costs
- Top-line business
Benefits
- Bottom-line Savings
= Net Benefit
Non-Financial Impact &
Analysis: Incl. Scenarios,
Sensitivities & Risks
Proof-Points /
Case Studies
Metrics
(definition of success)
5. Proof-Points
4. Soft Benefits
3. $ Benefits
2. Target State
1. Baseline
Confluents Value Assessment Process
...the focus here is on the Business Use Case - e.g. Mainframe
offload - operational efficiency (↓ costs) / CX initiative (↑revenue) /
Fraud detection system (↓ risk)...
Example - ROI for major Bank
3 yr Net benefit: > $13M
As-Is (Current) State
+ Negative
Consequences
(3 yr costs)
Desired Solution
3 yr costs
+ Project Costs
- Top-line business
Benefits
- Bottom-line Savings
= Net Benefit
Non-Financial Impact &
Analysis: Incl. Scenarios,
Sensitivities & Risks
Proof-Points /
Case Studies
Metrics
(definition of success)
5. Proof-Points
4. Soft Benefits
3. $ Benefits
2. Target State
1. Baseline
Current State Summary
Mainframe
API Calls
API Calls on Mainframe - costs.
$10.32M / yr
Mainframe Costs
+ Failure Costs
$1.56M / yr
Cost of Failures
● Additional considerations with current state - Risk:
○ platform instability,
○ additional processing loads,
○ capacity issues,
○ security controls.
API Call Type Details $ Cost / pcm $ Cost / per year
Type 0 link $95,000 $1,140,000
Type 1 link $455,000 $5,460,000
Type 2 link $125,000 $1,500,000
Type 3 link $185,000 $2,220,000
Totals $860,000 $10,320,000
API failures pcm: No. $ Cost / pcm $ Cost / per year
Cost = $50-$80 per failure $130,000 $1,560,000
1. Baseline
Current State Summary
1. Baseline
Current State Cost Summary API Mainframe Calls & API Failure rates: 3 Years.
1. Baseline
Event-streaming platform for Mainframe
off-load / augmentation (Legacy modernization)
Mainframe
APACHE KAFKA
● Assume we can Off-load 50% of the
Current API Calls - MIPS from the (DB2)
Mainframe to read from a cache. So,
reducing MIPS costs by 50%
○ Reducing mainframe reads /
events (MIPS)
○ Reducing Annual Mainframe /
MIPS costs by approx. $5.16M / yr
(rough estimate to be ratified)
● Also assume failures decrease by 50%
Reducing failure costs by $780K / yr
○ Also reducing risk: platform
stability, processing loads,
capacity issues, security controls.
Off-load client
e.g. Java
Run API transactions through CDC to the
Kafka Streaming Platform - reducing
50% of MIPS on mainframe; starting with
Auth use case, then moving to Low, then
Medium, then High volatility API calls.
Target State
Simpler API environment - reduced
DevOps loads on APIs and reduced
failures.
2. Target State
From Current State to Target State
● Modelled a reduction in
each API Type (Mainframe
MIPS cost) - of 50%
● Modelled a reduction in API
Failure rates of 50%
● Spreadsheet attached to
model variations
3. $ Benefits
From Current State to Target State
Potential to save $17.82M
over 3 years
- API MIPS reduction +
reduction in API
Failure rates
3. $ Benefits
Target State - Investment Costs
Investment Cost Categories Set-up Ops: Yr 1 Yr 2 Yr 3 Totals
Set-up: Human Effort (Capex) $1,000,000 $1,000,000
Set-up: Human Effort - Partner / SI (Capex) $200,000 $200,000
Ops: Human Effort (Opex) $250,000 $250,000 $250,000 $750,000
Ops: Hardware & Software Costs (Opex) $250,000 $250,000 $250,000 $750,000
Confluent Subscription Investment $500,000 $500,000 $500,000 $1,500,000
Confluent Professional Services $50,000 $50,000 $100,000
Totals $1,750,000 $550,000 $1,000,000 $1,000,000 $4,300,000
2. Target State
Investment Costs
2. Target State
Net Benefit (benefits minus investment costs)
Total 3 Year:
Net benefit = $13.52M
Project Costs = $4.3M
Gross benefit = $17.82M
3. $ Benefits
Business Value - 3 Yrs...
3. $ Benefits
Operational
Efficiencies
(cost savings /
Risk Mitigation)
Increasing
Revenue
(e.g. improving
customer Experience)
New Business Models
(new revenue)
= $13.52M
Not quantified...
● Increased developer velocity → faster time to market
● Being more agile → greater business responsiveness
● Improvement on the business use-cases etc...
And what is the cost of doing nothing?
Further [intangible] Business Benefits
4. Soft Benefits
The many different use cases for event
streaming...
Improve
Customer
Experience (CX)
Increase
Revenue
(make money)
Business
Value
Decrease
Costs
(save money)
Core Business
Platform
Increase
Operational
Efficiency
Migrate to
Cloud
Mitigate Risk
(protect money)
Key Drivers
Strategic
Objectives
Fraud
Detection
IoT sensor
ingestion
Digital replatforming/
Mainframe Offload
Customer 360
Faster transactional processing /
analysis incl. Machine Learning / AI
Microservices
Architecture
Online Fraud Detection
Online Security (syslog, log
aggregation, Splunk replacement)
Middleware
replacement
Regulatory
Website / Core Operations
(Central Nervous System)
Real-time app
updates
Example Use Cases
$↑
$↓
$↔
How to Measure Business
Value?
- Confluent
What is the
value of the
iWatch?
1. Cost to Make $83 / Price $350
2. Value - with fitness information?
3. Value - with a medically accurate
electrocardiogram?
The Subjective
Element of
valuing a
(contextual)
piece of
technology
Confluent Products: Software and SaaS
26
26
SELF-MANAGED SOFTWARE
Confluent Platform
The Enterprise Distribution of Apache Kafka
In the datacenter
VM
FULLY-MANAGED SOFTWARE
Confluent Cloud
Apache Kafka Re-Engineered for the Cloud
In the cloud
Both: Subscription products where price scales with usage
Confluent Platform completes Apache Kafka
with a full set of enterprise features and services
Dynamic Performance & Elasticity
Flexible DevOps Automation
GUI-driven Mgmt & Monitoring
Event Streaming Database
Rich Pre-built Ecosystem
Multi-language Development
Global Resilience
Data Compatibility
Enterprise-grade Security
TCO / ROI
Revenue / Cost / Risk Impact
Complete Engagement Model
Efficient
Operations at Scale
Unrestricted
Developer Productivity
Production-stage
Prerequisites
Partnership for
Business Success
ARCHITECT
OPERATOR
DEVELOPER EXECUTIVE
Apache Kafka
Committer-driven Expertise Training Partners
Enterprise
Support
Professional
Services
Confluent Platform impacts crucial cost & value
drivers to help your business achieve its goals
Reduced
Operations
Burden
Improved
Development
Efficiency
Lower Security Risk
Minimal Downtime
Lower TCO
Higher ROI
De-risked Investment
Efficient
Operations at Scale
Unrestricted
Developer Productivity
Production-stage
Prerequisites
Partnership for
Business Success
ARCHITECT
OPERATOR
DEVELOPER EXECUTIVE
Apache Kafka
Smaller Infrastructure Footprint
Productivity improvements “Intangible” benefits
Faster Time to Value
Business outcomes
Infrastructure savings
Confluent Platform subscription could reduce
your 3 year TCO by up to ~40%
29
Cost Drivers for TCO
1. Infrastructure
2. Productivity
a. Platform Development
b. Platform Operations
3. Intangibles
a. Downtime
b. Security Risk
4. Confluent Subscription
~$3.6M overall
TCO reduction
(~40%)
Illustrative cluster using Tiered Storage, Self-Balancing, Operator, RBAC, and more
ILLUSTRATIVE
Confluent Platform subscription drives savings in
infrastructure, productivity, and intangible costs
30
Infrastructure and
Productivity savings
~$2.2M
“Intangibles”
~$2.0M
ILLUSTRATIVE
Infrastructure and
Productivity costs
~$2.2M
CP subscription pays for itself with savings in
infrastructure and productivity costs alone
31
ILLUSTRATIVE
Confluent Products: Software and SaaS
32
32
SELF-MANAGED SOFTWARE
Confluent Platform
The Enterprise Distribution of Apache Kafka
In the datacenter
VM
FULLY-MANAGED SOFTWARE
Confluent Cloud
Apache Kafka Re-Engineered for the Cloud
In the cloud
Both: Subscription products where price scales with usage
Cost of self-
managed vs
Confluent Cloud
~40-60% cost savings annually with Confluent Cloud
$1.5M+
(68%)
Annual costs
with self-
management
Maintaining a production-ready Kafka environment is complex and costly
1
2
3
$550K -
$750K
$800K -
$1.1M
$200K -
$300K
$1.6M -
$2.2M
The true cost of self-
managing Kafka extends
beyond the cost of software
itself
3-year
cumulative TCO
savings
With Confluent Cloud, $10M+ (50%) in savings over three years
$10M+
TCO is only part of the story…
Accelerate & de-risk time-to-value, and maximize
your ROI with Confluent
Maximize return
on investment
Deliver higher returns with your
project by launching faster and
reducing operational burden
Reduce total cost
of ownership
Operate more efficiently with
lower infra cost, maintenance,
and downtime risk
Accelerate time-to-
value
Deploy Kafka at any scale with
massively reduced timelines with
Confluent
Lessons learned & some
common questions
When should we measure business
value?
How long does it take to complete a
business case?
38
What information is required?
How do we ensure credibility / get
estimates? - modeling a range
39
Using a narrative, with visuals and data
40
Value can be subjective
41
Summary
44
01
What do we mean by business
value & why measure it?
02
How to measure business value -
Why Kafka? What Event
Streaming?
03
How to measure the value of
Confluent / Why Confluent?
- Confluent Platform
- Confluent Cloud
04
Lessons learned & common
questions
05
Discussion
cnfl.io/meetups cnfl.io/slack
cnfl.io/blog
Thank you!
For a conversation contact Lyndon@confluent.io
Link to Project Metamorphosis
https://www.confluent.io/blog/cost-effective-kafka-for-lower-tco/
Get a free TCO assessment
https://www.confluent.io/project-metamorphosis/cost-effective/

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Building Value - Understanding the TCO and ROI of Apache Kafka & Confluent

  • 1. Building Value - Understanding the TCO and ROI of Apache Kafka & Confluent Lyndon Hedderly, Customer Solutions Director June 2020
  • 2. Agenda 2 01 What do we mean by business value & why measure it? 02 How to measure business value An example - Why Kafka / Why Event Streaming? 03 How to measure the value of Confluent - Confluent Platform - Confluent Cloud 04 Lessons learned & common questions 05 Discussion / Q&A
  • 3.
  • 4. What do we mean by business value?
  • 5. Operational Efficiencies (cost savings / Risk Mitigation) Increasing Revenue (e.g. improving customer Experience) New Business Models (new revenue) 5 The Main Business Value Categories
  • 7. ...Is the Investment the right one? Will it deliver the best return? How do we prioritise initiatives? ...Most importantly, organizations want to know value measurements in order to ensure they are delivered. ● Everest Group - 73%of enterprises digital transformation efforts failed to provide any business value. ● McKinsey - 70%of digital transformation initiatives fail to reach their stated goals, equating to over $900 billion worth of enterprise spend. ● IDC - $256 billion spent on digital initiatives across Europe, only 26%delivered an ROI. 7
  • 8. How to measure business value? - Apache Kafka® / event streaming
  • 9. $21 M in 2018 $80 M in 2007 Andy Wharhol - Liz (1963) Turquoise Marilyn (1964)
  • 10. Confluents Approach to Measuring Business Value 10 5-steps - assessing both financial (quantifiable) and non-financial (soft / intangible) benefits As-Is (Current) State + Negative Consequences (3 yr costs) Desired Solution 3 yr costs + Project Costs - Top-line business Benefits - Bottom-line Savings = Net Benefit Non-Financial Impact & Analysis: Incl. Scenarios, Sensitivities & Risks Proof-Points / Case Studies Metrics (definition of success) 5. Proof-Points 4. Soft Benefits 3. $ Benefits 2. Target State 1. Baseline Confluents Value Assessment Process ...the focus here is on the Business Use Case - e.g. Mainframe offload - operational efficiency (↓ costs) / CX initiative (↑revenue) / Fraud detection system (↓ risk)...
  • 11. Example - ROI for major Bank 3 yr Net benefit: > $13M As-Is (Current) State + Negative Consequences (3 yr costs) Desired Solution 3 yr costs + Project Costs - Top-line business Benefits - Bottom-line Savings = Net Benefit Non-Financial Impact & Analysis: Incl. Scenarios, Sensitivities & Risks Proof-Points / Case Studies Metrics (definition of success) 5. Proof-Points 4. Soft Benefits 3. $ Benefits 2. Target State 1. Baseline
  • 12. Current State Summary Mainframe API Calls API Calls on Mainframe - costs. $10.32M / yr Mainframe Costs + Failure Costs $1.56M / yr Cost of Failures ● Additional considerations with current state - Risk: ○ platform instability, ○ additional processing loads, ○ capacity issues, ○ security controls. API Call Type Details $ Cost / pcm $ Cost / per year Type 0 link $95,000 $1,140,000 Type 1 link $455,000 $5,460,000 Type 2 link $125,000 $1,500,000 Type 3 link $185,000 $2,220,000 Totals $860,000 $10,320,000 API failures pcm: No. $ Cost / pcm $ Cost / per year Cost = $50-$80 per failure $130,000 $1,560,000 1. Baseline
  • 14. Current State Cost Summary API Mainframe Calls & API Failure rates: 3 Years. 1. Baseline
  • 15. Event-streaming platform for Mainframe off-load / augmentation (Legacy modernization) Mainframe APACHE KAFKA ● Assume we can Off-load 50% of the Current API Calls - MIPS from the (DB2) Mainframe to read from a cache. So, reducing MIPS costs by 50% ○ Reducing mainframe reads / events (MIPS) ○ Reducing Annual Mainframe / MIPS costs by approx. $5.16M / yr (rough estimate to be ratified) ● Also assume failures decrease by 50% Reducing failure costs by $780K / yr ○ Also reducing risk: platform stability, processing loads, capacity issues, security controls. Off-load client e.g. Java Run API transactions through CDC to the Kafka Streaming Platform - reducing 50% of MIPS on mainframe; starting with Auth use case, then moving to Low, then Medium, then High volatility API calls. Target State Simpler API environment - reduced DevOps loads on APIs and reduced failures. 2. Target State
  • 16. From Current State to Target State ● Modelled a reduction in each API Type (Mainframe MIPS cost) - of 50% ● Modelled a reduction in API Failure rates of 50% ● Spreadsheet attached to model variations 3. $ Benefits
  • 17. From Current State to Target State Potential to save $17.82M over 3 years - API MIPS reduction + reduction in API Failure rates 3. $ Benefits
  • 18. Target State - Investment Costs Investment Cost Categories Set-up Ops: Yr 1 Yr 2 Yr 3 Totals Set-up: Human Effort (Capex) $1,000,000 $1,000,000 Set-up: Human Effort - Partner / SI (Capex) $200,000 $200,000 Ops: Human Effort (Opex) $250,000 $250,000 $250,000 $750,000 Ops: Hardware & Software Costs (Opex) $250,000 $250,000 $250,000 $750,000 Confluent Subscription Investment $500,000 $500,000 $500,000 $1,500,000 Confluent Professional Services $50,000 $50,000 $100,000 Totals $1,750,000 $550,000 $1,000,000 $1,000,000 $4,300,000 2. Target State
  • 20. Net Benefit (benefits minus investment costs) Total 3 Year: Net benefit = $13.52M Project Costs = $4.3M Gross benefit = $17.82M 3. $ Benefits
  • 21. Business Value - 3 Yrs... 3. $ Benefits Operational Efficiencies (cost savings / Risk Mitigation) Increasing Revenue (e.g. improving customer Experience) New Business Models (new revenue) = $13.52M
  • 22. Not quantified... ● Increased developer velocity → faster time to market ● Being more agile → greater business responsiveness ● Improvement on the business use-cases etc... And what is the cost of doing nothing? Further [intangible] Business Benefits 4. Soft Benefits
  • 23. The many different use cases for event streaming... Improve Customer Experience (CX) Increase Revenue (make money) Business Value Decrease Costs (save money) Core Business Platform Increase Operational Efficiency Migrate to Cloud Mitigate Risk (protect money) Key Drivers Strategic Objectives Fraud Detection IoT sensor ingestion Digital replatforming/ Mainframe Offload Customer 360 Faster transactional processing / analysis incl. Machine Learning / AI Microservices Architecture Online Fraud Detection Online Security (syslog, log aggregation, Splunk replacement) Middleware replacement Regulatory Website / Core Operations (Central Nervous System) Real-time app updates Example Use Cases $↑ $↓ $↔
  • 24. How to Measure Business Value? - Confluent
  • 25. What is the value of the iWatch? 1. Cost to Make $83 / Price $350 2. Value - with fitness information? 3. Value - with a medically accurate electrocardiogram? The Subjective Element of valuing a (contextual) piece of technology
  • 26. Confluent Products: Software and SaaS 26 26 SELF-MANAGED SOFTWARE Confluent Platform The Enterprise Distribution of Apache Kafka In the datacenter VM FULLY-MANAGED SOFTWARE Confluent Cloud Apache Kafka Re-Engineered for the Cloud In the cloud Both: Subscription products where price scales with usage
  • 27. Confluent Platform completes Apache Kafka with a full set of enterprise features and services Dynamic Performance & Elasticity Flexible DevOps Automation GUI-driven Mgmt & Monitoring Event Streaming Database Rich Pre-built Ecosystem Multi-language Development Global Resilience Data Compatibility Enterprise-grade Security TCO / ROI Revenue / Cost / Risk Impact Complete Engagement Model Efficient Operations at Scale Unrestricted Developer Productivity Production-stage Prerequisites Partnership for Business Success ARCHITECT OPERATOR DEVELOPER EXECUTIVE Apache Kafka Committer-driven Expertise Training Partners Enterprise Support Professional Services
  • 28. Confluent Platform impacts crucial cost & value drivers to help your business achieve its goals Reduced Operations Burden Improved Development Efficiency Lower Security Risk Minimal Downtime Lower TCO Higher ROI De-risked Investment Efficient Operations at Scale Unrestricted Developer Productivity Production-stage Prerequisites Partnership for Business Success ARCHITECT OPERATOR DEVELOPER EXECUTIVE Apache Kafka Smaller Infrastructure Footprint Productivity improvements “Intangible” benefits Faster Time to Value Business outcomes Infrastructure savings
  • 29. Confluent Platform subscription could reduce your 3 year TCO by up to ~40% 29 Cost Drivers for TCO 1. Infrastructure 2. Productivity a. Platform Development b. Platform Operations 3. Intangibles a. Downtime b. Security Risk 4. Confluent Subscription ~$3.6M overall TCO reduction (~40%) Illustrative cluster using Tiered Storage, Self-Balancing, Operator, RBAC, and more ILLUSTRATIVE
  • 30. Confluent Platform subscription drives savings in infrastructure, productivity, and intangible costs 30 Infrastructure and Productivity savings ~$2.2M “Intangibles” ~$2.0M ILLUSTRATIVE
  • 31. Infrastructure and Productivity costs ~$2.2M CP subscription pays for itself with savings in infrastructure and productivity costs alone 31 ILLUSTRATIVE
  • 32. Confluent Products: Software and SaaS 32 32 SELF-MANAGED SOFTWARE Confluent Platform The Enterprise Distribution of Apache Kafka In the datacenter VM FULLY-MANAGED SOFTWARE Confluent Cloud Apache Kafka Re-Engineered for the Cloud In the cloud Both: Subscription products where price scales with usage
  • 33. Cost of self- managed vs Confluent Cloud ~40-60% cost savings annually with Confluent Cloud $1.5M+ (68%)
  • 34. Annual costs with self- management Maintaining a production-ready Kafka environment is complex and costly 1 2 3 $550K - $750K $800K - $1.1M $200K - $300K $1.6M - $2.2M The true cost of self- managing Kafka extends beyond the cost of software itself
  • 35. 3-year cumulative TCO savings With Confluent Cloud, $10M+ (50%) in savings over three years $10M+
  • 36. TCO is only part of the story… Accelerate & de-risk time-to-value, and maximize your ROI with Confluent Maximize return on investment Deliver higher returns with your project by launching faster and reducing operational burden Reduce total cost of ownership Operate more efficiently with lower infra cost, maintenance, and downtime risk Accelerate time-to- value Deploy Kafka at any scale with massively reduced timelines with Confluent
  • 37. Lessons learned & some common questions
  • 38. When should we measure business value? How long does it take to complete a business case? 38
  • 39. What information is required? How do we ensure credibility / get estimates? - modeling a range 39
  • 40. Using a narrative, with visuals and data 40
  • 41. Value can be subjective 41
  • 42.
  • 43.
  • 44. Summary 44 01 What do we mean by business value & why measure it? 02 How to measure business value - Why Kafka? What Event Streaming? 03 How to measure the value of Confluent / Why Confluent? - Confluent Platform - Confluent Cloud 04 Lessons learned & common questions 05 Discussion
  • 45. cnfl.io/meetups cnfl.io/slack cnfl.io/blog Thank you! For a conversation contact Lyndon@confluent.io Link to Project Metamorphosis https://www.confluent.io/blog/cost-effective-kafka-for-lower-tco/ Get a free TCO assessment https://www.confluent.io/project-metamorphosis/cost-effective/