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© 2015
Tomorrow’s DMP Today:
A CTO Moment
Vivek Vaidya
CTO, Co-Founder, Krux
2
CRM
Other Lists
& Stores
OFFLINE DATA
COLLECTION
ETL
PROCESS
DATA BASE
WEB SERVER
APPLICATION
EMAIL
MANAGEMENT
SYSTEM
CONTACT
MANAGEMENT
SYSTEM
Data Platform Architecture
Yesterday…
Data
Platform
3
 Devices
 Sources
 Known & Unknown
Today, Identity Matters…
CRM
Other Lists
& Stores
Data
Platform
4
…Completeness Matters
Next-Gen DMP
Data Flow
Data Collection
Data Storage
Captures 100% of your data,
100% of the time, across
100% of your users and
systems
100% of the data on-hand
and on-demand in a complete
data architecture
Open Taxonomy
Data does not need to “fit”
into a prescribed structure. All
data can be used on-demand
Removes
Observational Bias
Avoids Business
Delays
Cures Forgetful
Execution
 Flexible Ingestion
 Analysis & Segmentation
 Seamless Activation
First-Gen DMP
Data Flow
Data
Storage
Lost Data
Data Collection
Pre-defined
Taxonomy
CRM
Other Lists
& Stores
Data
Platform
CRM
Other Lists
& Stores
Data
Platform
5
Real Time Matters…
 Activation
 Measurement
 Optimization
1 - 3 4 – 9 10 - 15 16 - 30
38% 22% 12% 16% 12%Percent
of total
31 +
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Impressions
Under Delivery On Target Spill Waste Excessive Waste
Sweet
Spot
6
Henrys
Predominantly
Male
24 – 37
> 100k
GENDER AGE
INCOME
High
Earners
Not
Rich
Yet
7
SEGMENT BUILDER
8
9
Campaign Begins 2 Weeks Later
10
11
12
13
Campaign Continues 1 Week Later
14
15
41.3% 10.7%5.3%6.3%21.1%7.4%11.6% 3.3% 9.3%
16
17
18
…Engagement Matters
Most!
 Know the Person
 Find your Audience
 Measure your Campaign
 Optimize the Experience
IMPROVE ENGAGE
ANALYZE
LOGS (FULL, REDUNDANT, ALWAYS-ON ACCESS)
DATA COLLECTION SERVERS
(DISTRIBUTED, LOW-LATENCY)
KRUX CLOUD OPERATING
SYSTEM
NOSQL (DISTRIBUTED, LOW-LATENCY)
DISTRIBUTED REALTIME WEB SERVICES
INFRASTRUCTURE
CLOUD DATA PROCESSING/ETL
WEB DATA
(DESKTOP/M
OBILE)
APPS OTT
HTTP HADOOP SPARK KAFKA
REPORTS DATA
WAREHOUSE
RDBMS
(SQL)
KRUX CONTROL
TAG
KRUX FOR
MOBILE
DATA
TABLEAU KONSOLE
WEB DATA
(DESKTOP/MOBILE)
APPS OTT
HTTP
USER DATA
SERVICE
CONTENT
CONNECTOR
ACTIVATIONCOLLECTION ANALYSIS 19
The DMP For Tomorrow…
Online &
Mobile
Data Data
Protection
Privacy
Settings
2nd Party
Partner
Data
Campaign &
Contextual
Data
3rd Party Data
Customer
Characteristic
s,
Engagement
& Actions
Segmentation
& Discovery
Cross-Channel
Campaign
Analytics
Customizatio
n
Content/Creat
ive
CRM/Email
Direct
Buys
Programm
atic
Buying/Sel
ling
Tag
Management
Cross-Device
SearchCross-
Channel
Controls
Actionable
Segments
Online &
Mobile Data
Data Protection
Privacy Settings
2nd Party
Partner Data
Campaign &
Contextual Data
3rd Party Data
Customer
Characteristics,
Engagement &
Actions
Segmentation
& Discovery
Cross-Channel
Campaign Analytics
Customization
Content/Creative
CRM/Email
Direct Buys
Programmatic
Buying/Selling
Cross-Channel
Controls
Actionable
Segments
Tag
Management
Cross-Device
Search
Thank you.
krux.com

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Tomorrow's DMP Today: A CTO Moment

  • 1. © 2015 Tomorrow’s DMP Today: A CTO Moment Vivek Vaidya CTO, Co-Founder, Krux
  • 2. 2 CRM Other Lists & Stores OFFLINE DATA COLLECTION ETL PROCESS DATA BASE WEB SERVER APPLICATION EMAIL MANAGEMENT SYSTEM CONTACT MANAGEMENT SYSTEM Data Platform Architecture Yesterday… Data Platform
  • 3. 3  Devices  Sources  Known & Unknown Today, Identity Matters… CRM Other Lists & Stores Data Platform
  • 4. 4 …Completeness Matters Next-Gen DMP Data Flow Data Collection Data Storage Captures 100% of your data, 100% of the time, across 100% of your users and systems 100% of the data on-hand and on-demand in a complete data architecture Open Taxonomy Data does not need to “fit” into a prescribed structure. All data can be used on-demand Removes Observational Bias Avoids Business Delays Cures Forgetful Execution  Flexible Ingestion  Analysis & Segmentation  Seamless Activation First-Gen DMP Data Flow Data Storage Lost Data Data Collection Pre-defined Taxonomy CRM Other Lists & Stores Data Platform
  • 5. CRM Other Lists & Stores Data Platform 5 Real Time Matters…  Activation  Measurement  Optimization 1 - 3 4 – 9 10 - 15 16 - 30 38% 22% 12% 16% 12%Percent of total 31 + 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 Impressions Under Delivery On Target Spill Waste Excessive Waste Sweet Spot
  • 6. 6 Henrys Predominantly Male 24 – 37 > 100k GENDER AGE INCOME High Earners Not Rich Yet
  • 8. 8
  • 9. 9 Campaign Begins 2 Weeks Later
  • 10. 10
  • 11. 11
  • 12. 12
  • 14. 14
  • 16. 16
  • 17. 17
  • 18. 18 …Engagement Matters Most!  Know the Person  Find your Audience  Measure your Campaign  Optimize the Experience IMPROVE ENGAGE ANALYZE
  • 19. LOGS (FULL, REDUNDANT, ALWAYS-ON ACCESS) DATA COLLECTION SERVERS (DISTRIBUTED, LOW-LATENCY) KRUX CLOUD OPERATING SYSTEM NOSQL (DISTRIBUTED, LOW-LATENCY) DISTRIBUTED REALTIME WEB SERVICES INFRASTRUCTURE CLOUD DATA PROCESSING/ETL WEB DATA (DESKTOP/M OBILE) APPS OTT HTTP HADOOP SPARK KAFKA REPORTS DATA WAREHOUSE RDBMS (SQL) KRUX CONTROL TAG KRUX FOR MOBILE DATA TABLEAU KONSOLE WEB DATA (DESKTOP/MOBILE) APPS OTT HTTP USER DATA SERVICE CONTENT CONNECTOR ACTIVATIONCOLLECTION ANALYSIS 19 The DMP For Tomorrow… Online & Mobile Data Data Protection Privacy Settings 2nd Party Partner Data Campaign & Contextual Data 3rd Party Data Customer Characteristic s, Engagement & Actions Segmentation & Discovery Cross-Channel Campaign Analytics Customizatio n Content/Creat ive CRM/Email Direct Buys Programm atic Buying/Sel ling Tag Management Cross-Device SearchCross- Channel Controls Actionable Segments Online & Mobile Data Data Protection Privacy Settings 2nd Party Partner Data Campaign & Contextual Data 3rd Party Data Customer Characteristics, Engagement & Actions Segmentation & Discovery Cross-Channel Campaign Analytics Customization Content/Creative CRM/Email Direct Buys Programmatic Buying/Selling Cross-Channel Controls Actionable Segments Tag Management Cross-Device Search

Editor's Notes

  1. This slide follows and summarizes the demo