1. August 5th, 2017
WB DATA INTELLIGENCE
@BIG DATA DAY LA 2017
Keith Camoosa
SVP, Data Intelligence
Warner Brothers
2. COMPANY OVERVIEW
Warner Bros. Entertainment Inc., a Time Warner
Company, is a fully integrated, broad-based
entertainment company.
Warner Bros. is the global leader in the creation,
production, distribution, licensing and marketing of all
forms of entertainment and their related businesses.
We stand at the forefront of every aspect of the
entertainment industry, from feature films to television,
animation, comic books, interactive entertainment and
games, product and brand licensing, and broadcasting.
3. KEY 2017 FILM SLATE HIGHLIGHTSUPCOMING
$311M (ww) $566M (WW) $780M (WW) $113M (WW)
August 11 September 8 November 17October 6
7. WARNER BROS. GAMES: 2017 HIGHLIGHTS
"Injustice 2" launched mid-May
and has become a huge hit
"Shadow of War"
Launches October 10
"LEGO Marvel Super Heroes 2"
Launches November 14
17. 1
6
Primary research, panels, customer data &
market-level records
(1,000s – 100,000s)
Log-Based Info
(Billions)
Massive event-level data, often joinable to devices, people, and HHs
Identity / Device Graphs
Retail Sales
18. 1
7
Product usability & refinement
User-level propensity scoring
User-level marcom attribution & optimization
LTV methods Supply Chain Optimization
Full-market segmentation Partner negotiation & selection
Retail insights & optimization
Pricing insights & optimization
Marketing & advertising planning systems
Improved creative decisions
Real-time early warning systems
Identification of underserved markets
Social media analysis linked to $ outcomes
New product development
Massive datasets, data-science methods, and big data technology /
enablement systems create new opportunities for business, in all industries
> speed, accuracy, performance, decision making abilities,
20. @WB: Connecting data, across the studio
Sales
Supply
Chain
Production
Marketing
Physical
Pre-
Production
Ratings
Consumer
Exhibitor
Social
Digital
Linear
Operations
Behavior
Inventory
Spend
Competitors
Content
Protection
Over the
Top
Theme Parks
/ Studio Tours
Theatrical
Home
Entertainment
Television
Consumer
Products
Games
Studio Tours
21. Unlocking business value at Warner Brothers
via Big Data Engineering & Data Science
Theatrical
Home
Entertainment
Television
Consumer
Products
Games
Studio Tours
• Data-first approach to marketing and advertising
• Real-time ML scoring of audiences for content recommendations, marketing
optimization, and within app engagement
• Real-time visualization of user-level consumption of WB content
• Ensemble algorithmic approaches to forecasting business results and
consumer response to specific products
• Data integrations with key partners
• Deterministic linkage of market-research / attitudinal data with
observational behavioral data