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Real Time Customer
Experience for the Right-Now
Enterprise
Brendan Witcher, Principal Analyst, Forrester
Kartavya Jain (KJ), Product Marketing Manager, DataStax
© DataStax, All Rights Reserved.
The Dawn of the Right-Now Enterprise
How to win in an era of unprecedented disruption
© DataStax, All Rights Reserved.2
The New Digital Imperative:
Real-time Customer Experience for the Right Now Enterprise
Brendan Witcher, Principal Analyst
@BrendanWitcher
What’s the
value of a
shopping cart?
© 2018 Forrester Research, Inc. Reproduction Prohibited 7
Welcome to “hyper-adoption”...
…and “hyper-abandonment.”
Hyper-adoption...
…hyper-abandonment.
© 2018 Forrester Research, Inc. Reproduction Prohibited 11
Each time a consumer is exposed to an
improved digital experience,
their expectations for all experiences are
reset to a new higher level.
12© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Experience is a significant factor within the
shopper journey
“I am unlikely to return
to a website that does
not provide a
satisfactory customer
experience.”
Base: 4,513 US online adults (ages 18 and older); Source: Forrester’s North American Consumer Technographics® Customer Life Cycle Survey, 2017 (US)
61%
Today’s (& tomorrow’s) consumers have
forced companies to apply digital everywhere
© 2018 Forrester Research, Inc. Reproduction Prohibited 14
The coordination of traditional channels
(marketing, selling, and fulfillment)
plus supporting systems to create a
seamless and consistent customer
experience across the enterprise.
Omnichannel Commerce
© 2018 Forrester Research, Inc. Reproduction Prohibited 15
Engagement
Omnichannel Commerce
Customer
View of the
Customer
Fulfillment
Product, Price,
Promotion
© 2018 Forrester Research, Inc. Reproduction Prohibited 16
Personalized Commerce
© 2018 Forrester Research, Inc. Reproduction Prohibited 17
Today’s digitally-savvy customers expect
brands to understand them
© 2018 Forrester Research, Inc. Reproduction Prohibited 18
“We need to be customer obsessed…”
2014
© 2018 Forrester Research, Inc. Reproduction Prohibited 20
“We need to be customer obsessed…
…which requires us to be data-led!”
2018
© 2018 Forrester Research, Inc. Reproduction Prohibited 21
Q: What does a 360 degree view of the
customer include?
22© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Digitization of experiences gives digital
leaders access to an abundance of data
Profile Sentiment
Affinity Behaviors
Attitudes Content
Context
Identity
Accounts/IDs
Tech ownership/use
Demographics
Preferences
Disposition
Memberships/networks
Affiliations
Feedback
Ratings/opinions
Interactions
Transactions
Marketing responses
Testing responses
Time/location
Environment
Situation
Journey/activity
Social media
Applications
Files
Public records
© 2018 Forrester Research, Inc. Reproduction Prohibited 23
…But customers must receive value in
exchange for their personal information
Customer
Data
Shopping
Value
24© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Systems of insights are the optimization
engine for systems of engagement
Starbucks doesn’t have a payments app,
they have a customer data capturing machine
© 2018 Forrester Research, Inc. Reproduction Prohibited 26
Lowe’s learns who customers are and what the
want even if they don’t buy
27© 2018 Forrester Research, Inc. Reproduction Prohibited
Look
Book
Travel
Tell
Virgin
Atlantic
strategically addressed multiple
touchpoints along a journey
28© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Mastering engagement ensures seamless
experiences along the entire purchase path
Fulfillment
Engagement
29© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Brands are transforming physical locations
from places to shop to places to engage
“We believe it’s our job to
put the customer at the
center of everything we do,
by giving them easy access
to Nike products and
experiences in distinctive
retail environments online
and in-store.”
-Christiana Shi, Nike
30© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Neiman
Marcus
utilizes omnichannel engagement
to personalize experiences
31© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Shopping Table
Encourages Shopping
Together
Smart Mirrors Provide Customers With
Convenience And Stimulus When Shopping
Nestlé’s digital acceleration team creates
alignment across the enterprise
The Nestlé Digital Acceleration Team (DAT) is made up of marketing
leaders from around the world who participate in an 8-mouth training
program in digital and social media.
© 2018 Forrester Research, Inc. Reproduction Prohibited 33
In many ways, personalization is tied to
omnichannel, but there are still gaps in the
ability to personalize experiences
34© 2018 FORRESTER. REPRODUCTION PROHIBITED.
of today’s digital business strategy pros
are making personalization investments a
top prioirty.1
1. Source: Forrester's Q2 ‘16 Global eBusiness And Channel Strategy Professional Online Survey
2. Source: Forrester’s North American Consumer Technographics Brand Compass Survey, Q3 ‘15
Personalization is being prioritized due to its
impact on customer experiences
89%
of consumers have chosen, recommended,
or paid more for a brand that provides a
personalized service or experience. 277%
35© 2018 FORRESTER. REPRODUCTION PROHIBITED.
75%
55%
49%
44%
32%
28%
Content on the
website
Promotions/product
offers
Product
recommendations
Reminders and
alerts
Content on the
mobile app
experience
Screen layout
What parts of the experience are you personalizing?
(multiple responses accepted)
Online personalization in the past focused
on product recommendations, but no more
Source: Base: 61 eBusiness and Channel Strategy professionals
Source: Forrester's Q2 2016 Global eBusiness And Channel Strategy Professional Online Survey
36© 2018 FORRESTER. REPRODUCTION PROHIBITED.
34%
44%
51%
54%
54%
59%
72%
Providing self service technologies for shoppers
Improving the knowledge of associates
Making it convenient to purchase
Ensuring we always have the products customers want
Making it easy for customers to find products
Making the store more engaging
Personalizing the customer experience
For your organization / company, what are the main opportunities for
improving the customer experience at your company's stores?
(Please choose your top 5 only.)
Not all options are shown; Base: 61 eBusiness and Channel Strategy professionals
Source: Forrester's Q2 2016 Global eBusiness And Channel Strategy Professional Online Survey
In an omnichannel world, in-store
personalization now ranks top of the list
37© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Other Products
Me
Product
Product
Segmentation
Personalization has historically been
driven by segmentation
38© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Other Products
Me
Product
Product
Segmentation
Personalization has historically been
driven by segmentation
Personalization based
on segmentation
provides the “wrong”
experience for most of
your customers.
39© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Single data points are often used to
personalize the entire customer journey
Me
X
Single data point
40© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Single data points are often used to
personalize the entire customer journey
Me
X
Single data pointKnowing one thing
about the customer
doesn’t mean knowing
everything about the
customer.
41© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Organizations too quickly check the box
on delivering “personal” experiences
42© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Organizations too quickly check the box
on delivering “personal” experiences
It is a waste of everyone’s
time to personalize
experiences that provide
no real value to a
customer’s journey.
43© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Digital business leaders
must help organizations
prepare for the next
evolution of
personalization,
which will rely more on
the pillars of
individualization rather
than segmentation.
© 2018 Forrester Research, Inc. Reproduction Prohibited 44
A solid individualization strategy is built
upon key technology investments that have
four unique characteristics.
© 2018 Forrester Research, Inc. Reproduction Prohibited 45
1.
Customers are
identified and
treated as
individuals
using rich
customer profiles.
46© 2018 FORRESTER. REPRODUCTION PROHIBITED.
2. Customer data is assessed in real-time
and dynamically calculates intent.
47© 2018 FORRESTER. REPRODUCTION PROHIBITED.
3.
Personalized
content is
delivered
equally across
every screen
and channel.
© 2018 Forrester Research, Inc. Reproduction Prohibited 48
4. Connected technologies enable far
richer and more relevant engagements.
49© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Not a revolution . . . but rather an evolution
© 2018 Forrester Research, Inc. Reproduction Prohibited 50
51© 2018 FORRESTER. REPRODUCTION PROHIBITED.
© 2018 Forrester Research, Inc. Reproduction Prohibited 51
Wells
Fargo
uses transaction history to customize
screen layout for each customer
© 2018 Forrester Research, Inc. Reproduction Prohibited 52
Sephora has reached mastery by fully
digitizing their business strategy…
© 2018 Forrester Research, Inc. Reproduction Prohibited 53
offering personalized, omnichannel engagement
through multiple touchpoints.
54© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Hudson
Bay
captures personal info in exchange
for value without being creepy
55© 2018 FORRESTER. REPRODUCTION PROHIBITED.
What should I be doing today?
56© 2018 FORRESTER. REPRODUCTION PROHIBITED.
© 2018 Forrester Research, Inc. Reproduction Prohibited 56
What are the key checkpoints?
1. Digital pros must identify the gaps in their company’s
ability to deliver on customer expectations.
2. Take off departmental blinders and consider every part
of the omnichannel customer journey.
3. Review each digital touchpoint and its ability use and
collect customer data.
4. Assess the ability to create great customer experiences
without crossing personal boundaries.
5. Look for opportunities for digital partnerships.
57© 2018 FORRESTER. REPRODUCTION PROHIBITED.
Omnichannel done right is transparent to the
average customer…
…the goal is to create
one brand to one customer experiences.
Expectation to Entitlement
Users continue to demand more
Relevant
to me
Available
always
Instantly
responsive
Accessible
wherever I am
However
I want it
© DataStax, All Rights Reserved.58
© DataStax, All Rights Reserved.59
The 5 Dimensions That Need To Be Addressed
To Deliver Superior Customer Experience
DATA: GREAT
CUSTOMER
EXPERIENCES
START WITH
GREAT DATA
© DataStax, All Rights Reserved.61
The Data Layer For The Right-now
Customer Experience
© DataStax, All Rights Reserved.62
C360
Personalization &
Recommendations
Loyalty
Programs
Consumer Fraud
Detection
DataStax Enterprise (DSE) – Powering The
Right-Now Customer Experience
© DataStax, All Rights Reserved.63
A unified data layer of database, search, and analytics, all
independent of the underlying infrastructure
DSE provides:
• Hybrid cloud enablement
• Consistent data management layer built for on-
prem, hybrid-, and/or multi-cloud, that can be
self-managed or fully managed by DataStax
• Massive linear scalability and 100% uptime
• Multi data model support (tabular, graph, key-value,
document/JSON)
• Consistent security model across entire data layer
LET’S TALK
SUCCESS–
RIGHT NOW
© DataStax, All Rights Reserved.64
Macquarie
THE CHALLENGE: Drive digital transformation initiatives to
enhance customer experience.
• Macquarie uses DSE to drive their customer
experience initiative.
• Consolidated data from many disparate systems
delivers 360º, real-time customer visibility.
• Their world-class consumer banking app utilizes
real-time analytics and full text search.
• Customers now have better insight into
how they spent their money and where.
• Transformed from no retail presence to a
digital consumer banking juggernaut
in less than 2 years.
© DataStax, All Rights Reserved.66
© DataStax, All Rights Reserved.67
…Powering The
Right-now Enterprise.
© DataStax, All Rights Reserved.6724 © DataStax, All Rights Reserved.
A unified data layer of database,
search, and analytics, that enables
enterprises to:
• Innovate by using our data
platform to gain a holistic view
of all customers
• Accelerate their customer
experience initiatives
• Mitigate risk and increase
flexibility for critical customer
experience initiatives
© DataStax, All Rights Reserved.68
DATASTAX
ENTERPRISE
IS POWERING
THE
RIGHT-NOW
ENTERPRISE
Kartavya Jain
kartavya.jain@datastax.com
Brendan Witcher
bwitcher@forrester.com Any questions?
69 © DataStax, All Rights Reserved.

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Webinar - Real-Time Customer Experience for the Right-Now Enterprise featuring Forrester Research

  • 1. Real Time Customer Experience for the Right-Now Enterprise Brendan Witcher, Principal Analyst, Forrester Kartavya Jain (KJ), Product Marketing Manager, DataStax © DataStax, All Rights Reserved.
  • 2. The Dawn of the Right-Now Enterprise How to win in an era of unprecedented disruption © DataStax, All Rights Reserved.2
  • 3.
  • 4. The New Digital Imperative: Real-time Customer Experience for the Right Now Enterprise Brendan Witcher, Principal Analyst @BrendanWitcher
  • 5.
  • 6. What’s the value of a shopping cart?
  • 7. © 2018 Forrester Research, Inc. Reproduction Prohibited 7 Welcome to “hyper-adoption”...
  • 11. © 2018 Forrester Research, Inc. Reproduction Prohibited 11 Each time a consumer is exposed to an improved digital experience, their expectations for all experiences are reset to a new higher level.
  • 12. 12© 2018 FORRESTER. REPRODUCTION PROHIBITED. Experience is a significant factor within the shopper journey “I am unlikely to return to a website that does not provide a satisfactory customer experience.” Base: 4,513 US online adults (ages 18 and older); Source: Forrester’s North American Consumer Technographics® Customer Life Cycle Survey, 2017 (US) 61%
  • 13. Today’s (& tomorrow’s) consumers have forced companies to apply digital everywhere
  • 14. © 2018 Forrester Research, Inc. Reproduction Prohibited 14 The coordination of traditional channels (marketing, selling, and fulfillment) plus supporting systems to create a seamless and consistent customer experience across the enterprise. Omnichannel Commerce
  • 15. © 2018 Forrester Research, Inc. Reproduction Prohibited 15 Engagement Omnichannel Commerce Customer View of the Customer Fulfillment Product, Price, Promotion
  • 16. © 2018 Forrester Research, Inc. Reproduction Prohibited 16 Personalized Commerce
  • 17. © 2018 Forrester Research, Inc. Reproduction Prohibited 17 Today’s digitally-savvy customers expect brands to understand them
  • 18. © 2018 Forrester Research, Inc. Reproduction Prohibited 18 “We need to be customer obsessed…” 2014
  • 19.
  • 20. © 2018 Forrester Research, Inc. Reproduction Prohibited 20 “We need to be customer obsessed… …which requires us to be data-led!” 2018
  • 21. © 2018 Forrester Research, Inc. Reproduction Prohibited 21 Q: What does a 360 degree view of the customer include?
  • 22. 22© 2018 FORRESTER. REPRODUCTION PROHIBITED. Digitization of experiences gives digital leaders access to an abundance of data Profile Sentiment Affinity Behaviors Attitudes Content Context Identity Accounts/IDs Tech ownership/use Demographics Preferences Disposition Memberships/networks Affiliations Feedback Ratings/opinions Interactions Transactions Marketing responses Testing responses Time/location Environment Situation Journey/activity Social media Applications Files Public records
  • 23. © 2018 Forrester Research, Inc. Reproduction Prohibited 23 …But customers must receive value in exchange for their personal information Customer Data Shopping Value
  • 24. 24© 2018 FORRESTER. REPRODUCTION PROHIBITED. Systems of insights are the optimization engine for systems of engagement
  • 25. Starbucks doesn’t have a payments app, they have a customer data capturing machine
  • 26. © 2018 Forrester Research, Inc. Reproduction Prohibited 26 Lowe’s learns who customers are and what the want even if they don’t buy
  • 27. 27© 2018 Forrester Research, Inc. Reproduction Prohibited Look Book Travel Tell Virgin Atlantic strategically addressed multiple touchpoints along a journey
  • 28. 28© 2018 FORRESTER. REPRODUCTION PROHIBITED. Mastering engagement ensures seamless experiences along the entire purchase path Fulfillment Engagement
  • 29. 29© 2018 FORRESTER. REPRODUCTION PROHIBITED. Brands are transforming physical locations from places to shop to places to engage “We believe it’s our job to put the customer at the center of everything we do, by giving them easy access to Nike products and experiences in distinctive retail environments online and in-store.” -Christiana Shi, Nike
  • 30. 30© 2018 FORRESTER. REPRODUCTION PROHIBITED. Neiman Marcus utilizes omnichannel engagement to personalize experiences
  • 31. 31© 2018 FORRESTER. REPRODUCTION PROHIBITED. Shopping Table Encourages Shopping Together Smart Mirrors Provide Customers With Convenience And Stimulus When Shopping
  • 32. Nestlé’s digital acceleration team creates alignment across the enterprise The Nestlé Digital Acceleration Team (DAT) is made up of marketing leaders from around the world who participate in an 8-mouth training program in digital and social media.
  • 33. © 2018 Forrester Research, Inc. Reproduction Prohibited 33 In many ways, personalization is tied to omnichannel, but there are still gaps in the ability to personalize experiences
  • 34. 34© 2018 FORRESTER. REPRODUCTION PROHIBITED. of today’s digital business strategy pros are making personalization investments a top prioirty.1 1. Source: Forrester's Q2 ‘16 Global eBusiness And Channel Strategy Professional Online Survey 2. Source: Forrester’s North American Consumer Technographics Brand Compass Survey, Q3 ‘15 Personalization is being prioritized due to its impact on customer experiences 89% of consumers have chosen, recommended, or paid more for a brand that provides a personalized service or experience. 277%
  • 35. 35© 2018 FORRESTER. REPRODUCTION PROHIBITED. 75% 55% 49% 44% 32% 28% Content on the website Promotions/product offers Product recommendations Reminders and alerts Content on the mobile app experience Screen layout What parts of the experience are you personalizing? (multiple responses accepted) Online personalization in the past focused on product recommendations, but no more Source: Base: 61 eBusiness and Channel Strategy professionals Source: Forrester's Q2 2016 Global eBusiness And Channel Strategy Professional Online Survey
  • 36. 36© 2018 FORRESTER. REPRODUCTION PROHIBITED. 34% 44% 51% 54% 54% 59% 72% Providing self service technologies for shoppers Improving the knowledge of associates Making it convenient to purchase Ensuring we always have the products customers want Making it easy for customers to find products Making the store more engaging Personalizing the customer experience For your organization / company, what are the main opportunities for improving the customer experience at your company's stores? (Please choose your top 5 only.) Not all options are shown; Base: 61 eBusiness and Channel Strategy professionals Source: Forrester's Q2 2016 Global eBusiness And Channel Strategy Professional Online Survey In an omnichannel world, in-store personalization now ranks top of the list
  • 37. 37© 2018 FORRESTER. REPRODUCTION PROHIBITED. Other Products Me Product Product Segmentation Personalization has historically been driven by segmentation
  • 38. 38© 2018 FORRESTER. REPRODUCTION PROHIBITED. Other Products Me Product Product Segmentation Personalization has historically been driven by segmentation Personalization based on segmentation provides the “wrong” experience for most of your customers.
  • 39. 39© 2018 FORRESTER. REPRODUCTION PROHIBITED. Single data points are often used to personalize the entire customer journey Me X Single data point
  • 40. 40© 2018 FORRESTER. REPRODUCTION PROHIBITED. Single data points are often used to personalize the entire customer journey Me X Single data pointKnowing one thing about the customer doesn’t mean knowing everything about the customer.
  • 41. 41© 2018 FORRESTER. REPRODUCTION PROHIBITED. Organizations too quickly check the box on delivering “personal” experiences
  • 42. 42© 2018 FORRESTER. REPRODUCTION PROHIBITED. Organizations too quickly check the box on delivering “personal” experiences It is a waste of everyone’s time to personalize experiences that provide no real value to a customer’s journey.
  • 43. 43© 2018 FORRESTER. REPRODUCTION PROHIBITED. Digital business leaders must help organizations prepare for the next evolution of personalization, which will rely more on the pillars of individualization rather than segmentation.
  • 44. © 2018 Forrester Research, Inc. Reproduction Prohibited 44 A solid individualization strategy is built upon key technology investments that have four unique characteristics.
  • 45. © 2018 Forrester Research, Inc. Reproduction Prohibited 45 1. Customers are identified and treated as individuals using rich customer profiles.
  • 46. 46© 2018 FORRESTER. REPRODUCTION PROHIBITED. 2. Customer data is assessed in real-time and dynamically calculates intent.
  • 47. 47© 2018 FORRESTER. REPRODUCTION PROHIBITED. 3. Personalized content is delivered equally across every screen and channel.
  • 48. © 2018 Forrester Research, Inc. Reproduction Prohibited 48 4. Connected technologies enable far richer and more relevant engagements.
  • 49. 49© 2018 FORRESTER. REPRODUCTION PROHIBITED. Not a revolution . . . but rather an evolution
  • 50. © 2018 Forrester Research, Inc. Reproduction Prohibited 50
  • 51. 51© 2018 FORRESTER. REPRODUCTION PROHIBITED. © 2018 Forrester Research, Inc. Reproduction Prohibited 51 Wells Fargo uses transaction history to customize screen layout for each customer
  • 52. © 2018 Forrester Research, Inc. Reproduction Prohibited 52 Sephora has reached mastery by fully digitizing their business strategy…
  • 53. © 2018 Forrester Research, Inc. Reproduction Prohibited 53 offering personalized, omnichannel engagement through multiple touchpoints.
  • 54. 54© 2018 FORRESTER. REPRODUCTION PROHIBITED. Hudson Bay captures personal info in exchange for value without being creepy
  • 55. 55© 2018 FORRESTER. REPRODUCTION PROHIBITED. What should I be doing today?
  • 56. 56© 2018 FORRESTER. REPRODUCTION PROHIBITED. © 2018 Forrester Research, Inc. Reproduction Prohibited 56 What are the key checkpoints? 1. Digital pros must identify the gaps in their company’s ability to deliver on customer expectations. 2. Take off departmental blinders and consider every part of the omnichannel customer journey. 3. Review each digital touchpoint and its ability use and collect customer data. 4. Assess the ability to create great customer experiences without crossing personal boundaries. 5. Look for opportunities for digital partnerships.
  • 57. 57© 2018 FORRESTER. REPRODUCTION PROHIBITED. Omnichannel done right is transparent to the average customer… …the goal is to create one brand to one customer experiences.
  • 58. Expectation to Entitlement Users continue to demand more Relevant to me Available always Instantly responsive Accessible wherever I am However I want it © DataStax, All Rights Reserved.58
  • 59. © DataStax, All Rights Reserved.59 The 5 Dimensions That Need To Be Addressed To Deliver Superior Customer Experience
  • 60.
  • 61. DATA: GREAT CUSTOMER EXPERIENCES START WITH GREAT DATA © DataStax, All Rights Reserved.61
  • 62. The Data Layer For The Right-now Customer Experience © DataStax, All Rights Reserved.62 C360 Personalization & Recommendations Loyalty Programs Consumer Fraud Detection
  • 63. DataStax Enterprise (DSE) – Powering The Right-Now Customer Experience © DataStax, All Rights Reserved.63 A unified data layer of database, search, and analytics, all independent of the underlying infrastructure DSE provides: • Hybrid cloud enablement • Consistent data management layer built for on- prem, hybrid-, and/or multi-cloud, that can be self-managed or fully managed by DataStax • Massive linear scalability and 100% uptime • Multi data model support (tabular, graph, key-value, document/JSON) • Consistent security model across entire data layer
  • 64. LET’S TALK SUCCESS– RIGHT NOW © DataStax, All Rights Reserved.64
  • 65.
  • 66. Macquarie THE CHALLENGE: Drive digital transformation initiatives to enhance customer experience. • Macquarie uses DSE to drive their customer experience initiative. • Consolidated data from many disparate systems delivers 360º, real-time customer visibility. • Their world-class consumer banking app utilizes real-time analytics and full text search. • Customers now have better insight into how they spent their money and where. • Transformed from no retail presence to a digital consumer banking juggernaut in less than 2 years. © DataStax, All Rights Reserved.66
  • 67. © DataStax, All Rights Reserved.67 …Powering The Right-now Enterprise. © DataStax, All Rights Reserved.6724 © DataStax, All Rights Reserved.
  • 68. A unified data layer of database, search, and analytics, that enables enterprises to: • Innovate by using our data platform to gain a holistic view of all customers • Accelerate their customer experience initiatives • Mitigate risk and increase flexibility for critical customer experience initiatives © DataStax, All Rights Reserved.68 DATASTAX ENTERPRISE IS POWERING THE RIGHT-NOW ENTERPRISE
  • 69. Kartavya Jain kartavya.jain@datastax.com Brendan Witcher bwitcher@forrester.com Any questions? 69 © DataStax, All Rights Reserved.