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The Future of Travel Technology –
Welcoming Our New Computer
Overlords
Wisconsin Hotel & Lodging Association
– Lodging Conference & Trade Show
November 8, 2016 | Oshkosh, Wisconsin
Image Credit: JD Hancock | flickr (cc)
Looking Forward from 6 Years Ago
• WH&LA Conference 2010 – Green Bay
– Relevance
• Password Protected Walled Gardens 
– Mobility
• Massive Adoption  | Apple iTravel 
– Personalization
• Customization  | Voice Interfaces 
– Community
• Social Explosion  | Hacking Explosion 
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 1
Source: Nikonphotography D750 | flickr (cc)
Future Hotel Technology - Overview
• Data
– Expect More. Better Organized & Interpreted
• Mobility
– Big Winners, Voice and Messaging Services
• Democratization of Advanced Technology
– Smart Assistants, Cars and Platforms
• Hotel Experiences
– Tech Helps Everyone Work Smarter
• Good News / Bad News
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 2
Data
• Massive Data Creation
– More Data at Lower Cost
• Big Data
– Organizing Complex Data
• Predictive Analytics
– Knowing the Answer Before the Question is Asked
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 3
Image Credit: Sean Ellis | flickr (cc)
The Data Explosion
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 4
Big Data
Big Data Doesn’t Fit Traditional Databases (4 V’s)
• Volume
– Kayak: +40 Million Rows into 43 Fact Tables Daily
• Variety
– Facebook: 350M Photos | 4.5B Likes | 10B Msgs / Day
• Velocity
– Sabre: Processes 85,000 Transactions/Second
• Veracity
– 1/3 of Business Leaders Don’t Trust Their Information
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 5
Image Credit jesuscm| flickr (cc)
Predictive Analytics
• Customization Changes User Experience
– Search, Sort, Filter, Selection – Produces Response
• Personalization Changes Content
– Target Stores Recognized 2nd Trimester Pregnancy
• Intense Testing Support
– Kayak: 30 to 50% Daily Visitors Involved in Tests
• Methods:
– Evaluation of User Browsing & Navigation Behaviors
– Seek Signals Offering High Correlation to Booking
– Multivariate Testing Used to Validate Hypotheses
– Targeting of Users Exhibiting Similar Behaviors
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 6
Mobility
• Winners Take All
– Large Players Dominate
• Messaging Platforms
– Growing with Full App Integration
• Voice Search
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 7
Image Credit: messicanbeer | flickr (cc)
Mobile Winner Takes All
• 2/3 of Installed Mobile Apps Go Unused
• 80% of Usage Sourced from Only 3 Apps
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 8
Source: KPCB | SimilarWeb (May 2016)
Messaging Explosion
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 9
Source: KPCB | SimilarWeb (May 2016)
Messaging Platform App Integration
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 10
Mobile Apps Adding Capabilities
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 11
Source: KPCB | Hillhouse Capital (May 2016)
When Phones Aren’t Really Phones
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 12
Source: KPCB | Dimension Data (2015)
Democratization of Advanced Technology
• Artificial Intelligence Platforms
– Solving Non-threatening Challenges
• Intelligent Personal Assistants
– The Smartest “Person” You Know
• Language & Image Understanding
– Dramatic Improvements in Understanding
• Autonomous Vehicles
– Self Driving Cars Are Here Now
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 13
Image Credit: Matthew Hurst | flickr (cc)
Open Source Artificial Intelligence
• IBM – Watson
– Popular Example: Jeopardy
• Google - Tensor Flow
– Popular Example: First Cat Videos, Then AlphaGo
• Microsoft - Cognitive Services
– Popular Example: Celebrity Look-alikes
• Facebook - FAIR
– Popular Example: Photo captions for the blind
• Amazon - DSSTNE
– Popular Example: Product Recommendations
• Open AI (Elon Musk / Peter Thiel)
– Popular Example: Unsupervised Learning
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 14
Super Intelligent Personal Assistants
• Apple – Siri
– Voice-control Uses Sequential Inference / Contextual Awareness
• Google – Now
– Web Services Answer Questions & Makes Suggestions
• Microsoft – Cortana
– Syncs Queries Across Windows 10 Devices – Phone PC, Tablet
• Facebook – M
– Human “Trainers” Oversee Fulfillment of AI Powered Services
• Amazon – Alexa
– Echo – Voice UI Plays Music, Set Alarms, Answers Questions
• Samsung – Viv
– Writes Own Contextual Code – Creates 44-step program in 10ms
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 15
Natural Language Understanding
• Voice Search Trends
– Sep 2014
• Baidu: 10% of Search Queries from Voice
– Jun 2015
• Apple/Siri: >1Billion Voice Requests/Week
– 2015
• Amazon Echo/Alexa: 25% of US Speaker Market
– May 2016
• Android: 20% of Mobile Search from Voice
– 2020
• Baidu: 50% of Search via Voice or Images
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 16
Natural Language Understanding
• Google’s Parsey McParseface is Open-Source
• Alexa Skills Kit Development
– Sep 2015 – 14 Skills
– May 2016 – 950+ Skills (Uber, Dominos, Spotify)
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 17
Image Interpretation
• Contextual Signals
– Water
– Beach
– Sunset
– Waves
– Couple
– Romantic
– Palm Tree
– Tropical
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 18
Image Credit: Stuart Seeger | flickr (cc)
Autonomous Vehicles
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 19
Image Credit: Stuart Seeger | flickr (cc)
• Major Players
– Google, Tesla, Mercedes, BMW
• 2020 is Threshold
– 10 Million global autonomous vehicles on Road
Monetization Opportunity – Commute Time
• 3. Business Model
Impact on Hotel Experience
• On-Property
– It’s All About Personalization
• Off-Site
– Simplifies Processes / Eliminates Pain Points
• Back of House
– Tools for More Informed & Efficient Hotel Team
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 20
Image Credit: PortoBay Hotels & Resorts | flickr (cc)
On-Property Guest Experience
Property Services
• Registration
– Room Selection
– Remote Check-in
– Mobile Payments
– Door / Parking
– Bell Service
• Ancillary Services
– Room Service
– Dining Reservations
– Laundry/Valet
– Recreation
– Spa
– Gift Shop
Guest Room Services
• Digital Control
– Service Authentication
– Internet Access
– Entertainment System
• Smart Controls
– Room Access
– Thermostat
– Lighting
– Bath
– Do Not Disturb
• Messaging
– Concierge/Staff
– Group Information
– Guests
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 21
Image Credit: PortoBay Hotels & Resorts | flickr (cc)
Off-Site Guest Experience
Hotel / Itinerary Related
• Hotel Digital Properties
– Reservations
– Personalized Content
– Reviews/Feedback
• Frequent Guest
– Profile/Preferences
– Recognition
– Special Offers
• Local Destination
– Dining
– Shopping
– Transportation
– Events
• Location-based Services
– Contextual Advertising
– Personalized Offers
Digital Life Related
• Seamless Internet Access
– Passive Authentication
– Hotspot 2.0 / Passpoint
• Personal Subscription Access
– Streaming Video
– Streaming Music
– Sports Programming
• Home Automation
– Security
– Personal Preferences
• Remote Access
– Goods/Services Delivery
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 22
Image Credit: PortoBay Hotels & Resorts | flickr (cc)
Back of House Staff Experience
Guest Engagement
• Knowledge Enhancement
– Enhanced Guest Profile Access
– Property Knowledge Base
– Local Information Resources
• Team-based Messaging
– Process Management
– Status Monitoring
– Performance Benchmarking
• Mobile Devices
– All Guest Contact Employees
• Augmented Reality
– Heads-up Display of Guest Data
Operational Efficiency
• Cloud-based Systems
– Software as a Service
– Lower Development / Maintenance
– Container-based Coding Platforms
• SmartHub Control
– Manage Guest/Staff Digital Access
• Inventory Control
– Digital Asset Tagging
• Digital Partnerships
– Streaming Content Providers
– Home Automation
– Internet Service Providers / Mobile
Carriers
• Enhanced Security Processes
– Improved Systems Integration
– Improved Agency Integration
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 23
Image Credit: PortoBay Hotels & Resorts | flickr (cc)
Good News & Bad News
• Good News
– Anticipate Unlimited Connectivity & Storage
– Improve Quality of Life and Convenience
– Greater Corporate Efficiency
• Bad News
– Convenience Versus Privacy Trade-offs
– Subscriptions Free Affluent from Advertising
– Google Deep Mind AI Learns Without Human Input
• Bottom Line:
– 47% US jobs at risk of being automated next 20 years1
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 24
Source: “The Future of Employment: How Susceptible Are Jobs to Computerisation?” Oxford University (2016) ● Image Credit: Pascal | flickr (cc)
The Future of Travel Technology – Recap
• Big Data Explosion
– Personalization & Predictive Analytics Main Focus
• Mobility
– Google/Facebook Mobile Platforms Dominating
• Democratization of Advanced Tech
– Unparalleled Access to Tools, But at What Risk?
• Hotel Impact
– Offers Seamless Guest Experiences
– Empowers Staff to Provide True Hospitality
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 25
Robert Cole | RockCheetah
phone: +1.262.309.9560
social media: @robertkcole
email: robert@rockcheetah.com
WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 26
The Future of Travel Technology –
Welcoming Our New Computer Overlords

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The Future of Travel Technology - Welcoming Our New Computer Overlords

  • 1. The Future of Travel Technology – Welcoming Our New Computer Overlords Wisconsin Hotel & Lodging Association – Lodging Conference & Trade Show November 8, 2016 | Oshkosh, Wisconsin Image Credit: JD Hancock | flickr (cc)
  • 2. Looking Forward from 6 Years Ago • WH&LA Conference 2010 – Green Bay – Relevance • Password Protected Walled Gardens  – Mobility • Massive Adoption  | Apple iTravel  – Personalization • Customization  | Voice Interfaces  – Community • Social Explosion  | Hacking Explosion  WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 1 Source: Nikonphotography D750 | flickr (cc)
  • 3. Future Hotel Technology - Overview • Data – Expect More. Better Organized & Interpreted • Mobility – Big Winners, Voice and Messaging Services • Democratization of Advanced Technology – Smart Assistants, Cars and Platforms • Hotel Experiences – Tech Helps Everyone Work Smarter • Good News / Bad News WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 2
  • 4. Data • Massive Data Creation – More Data at Lower Cost • Big Data – Organizing Complex Data • Predictive Analytics – Knowing the Answer Before the Question is Asked WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 3 Image Credit: Sean Ellis | flickr (cc)
  • 5. The Data Explosion WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 4
  • 6. Big Data Big Data Doesn’t Fit Traditional Databases (4 V’s) • Volume – Kayak: +40 Million Rows into 43 Fact Tables Daily • Variety – Facebook: 350M Photos | 4.5B Likes | 10B Msgs / Day • Velocity – Sabre: Processes 85,000 Transactions/Second • Veracity – 1/3 of Business Leaders Don’t Trust Their Information WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 5 Image Credit jesuscm| flickr (cc)
  • 7. Predictive Analytics • Customization Changes User Experience – Search, Sort, Filter, Selection – Produces Response • Personalization Changes Content – Target Stores Recognized 2nd Trimester Pregnancy • Intense Testing Support – Kayak: 30 to 50% Daily Visitors Involved in Tests • Methods: – Evaluation of User Browsing & Navigation Behaviors – Seek Signals Offering High Correlation to Booking – Multivariate Testing Used to Validate Hypotheses – Targeting of Users Exhibiting Similar Behaviors WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 6
  • 8. Mobility • Winners Take All – Large Players Dominate • Messaging Platforms – Growing with Full App Integration • Voice Search WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 7 Image Credit: messicanbeer | flickr (cc)
  • 9. Mobile Winner Takes All • 2/3 of Installed Mobile Apps Go Unused • 80% of Usage Sourced from Only 3 Apps WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 8 Source: KPCB | SimilarWeb (May 2016)
  • 10. Messaging Explosion WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 9 Source: KPCB | SimilarWeb (May 2016)
  • 11. Messaging Platform App Integration WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 10
  • 12. Mobile Apps Adding Capabilities WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 11 Source: KPCB | Hillhouse Capital (May 2016)
  • 13. When Phones Aren’t Really Phones WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 12 Source: KPCB | Dimension Data (2015)
  • 14. Democratization of Advanced Technology • Artificial Intelligence Platforms – Solving Non-threatening Challenges • Intelligent Personal Assistants – The Smartest “Person” You Know • Language & Image Understanding – Dramatic Improvements in Understanding • Autonomous Vehicles – Self Driving Cars Are Here Now WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 13 Image Credit: Matthew Hurst | flickr (cc)
  • 15. Open Source Artificial Intelligence • IBM – Watson – Popular Example: Jeopardy • Google - Tensor Flow – Popular Example: First Cat Videos, Then AlphaGo • Microsoft - Cognitive Services – Popular Example: Celebrity Look-alikes • Facebook - FAIR – Popular Example: Photo captions for the blind • Amazon - DSSTNE – Popular Example: Product Recommendations • Open AI (Elon Musk / Peter Thiel) – Popular Example: Unsupervised Learning WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 14
  • 16. Super Intelligent Personal Assistants • Apple – Siri – Voice-control Uses Sequential Inference / Contextual Awareness • Google – Now – Web Services Answer Questions & Makes Suggestions • Microsoft – Cortana – Syncs Queries Across Windows 10 Devices – Phone PC, Tablet • Facebook – M – Human “Trainers” Oversee Fulfillment of AI Powered Services • Amazon – Alexa – Echo – Voice UI Plays Music, Set Alarms, Answers Questions • Samsung – Viv – Writes Own Contextual Code – Creates 44-step program in 10ms WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 15
  • 17. Natural Language Understanding • Voice Search Trends – Sep 2014 • Baidu: 10% of Search Queries from Voice – Jun 2015 • Apple/Siri: >1Billion Voice Requests/Week – 2015 • Amazon Echo/Alexa: 25% of US Speaker Market – May 2016 • Android: 20% of Mobile Search from Voice – 2020 • Baidu: 50% of Search via Voice or Images WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 16
  • 18. Natural Language Understanding • Google’s Parsey McParseface is Open-Source • Alexa Skills Kit Development – Sep 2015 – 14 Skills – May 2016 – 950+ Skills (Uber, Dominos, Spotify) WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 17
  • 19. Image Interpretation • Contextual Signals – Water – Beach – Sunset – Waves – Couple – Romantic – Palm Tree – Tropical WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 18 Image Credit: Stuart Seeger | flickr (cc)
  • 20. Autonomous Vehicles WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 19 Image Credit: Stuart Seeger | flickr (cc) • Major Players – Google, Tesla, Mercedes, BMW • 2020 is Threshold – 10 Million global autonomous vehicles on Road Monetization Opportunity – Commute Time • 3. Business Model
  • 21. Impact on Hotel Experience • On-Property – It’s All About Personalization • Off-Site – Simplifies Processes / Eliminates Pain Points • Back of House – Tools for More Informed & Efficient Hotel Team WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 20 Image Credit: PortoBay Hotels & Resorts | flickr (cc)
  • 22. On-Property Guest Experience Property Services • Registration – Room Selection – Remote Check-in – Mobile Payments – Door / Parking – Bell Service • Ancillary Services – Room Service – Dining Reservations – Laundry/Valet – Recreation – Spa – Gift Shop Guest Room Services • Digital Control – Service Authentication – Internet Access – Entertainment System • Smart Controls – Room Access – Thermostat – Lighting – Bath – Do Not Disturb • Messaging – Concierge/Staff – Group Information – Guests WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 21 Image Credit: PortoBay Hotels & Resorts | flickr (cc)
  • 23. Off-Site Guest Experience Hotel / Itinerary Related • Hotel Digital Properties – Reservations – Personalized Content – Reviews/Feedback • Frequent Guest – Profile/Preferences – Recognition – Special Offers • Local Destination – Dining – Shopping – Transportation – Events • Location-based Services – Contextual Advertising – Personalized Offers Digital Life Related • Seamless Internet Access – Passive Authentication – Hotspot 2.0 / Passpoint • Personal Subscription Access – Streaming Video – Streaming Music – Sports Programming • Home Automation – Security – Personal Preferences • Remote Access – Goods/Services Delivery WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 22 Image Credit: PortoBay Hotels & Resorts | flickr (cc)
  • 24. Back of House Staff Experience Guest Engagement • Knowledge Enhancement – Enhanced Guest Profile Access – Property Knowledge Base – Local Information Resources • Team-based Messaging – Process Management – Status Monitoring – Performance Benchmarking • Mobile Devices – All Guest Contact Employees • Augmented Reality – Heads-up Display of Guest Data Operational Efficiency • Cloud-based Systems – Software as a Service – Lower Development / Maintenance – Container-based Coding Platforms • SmartHub Control – Manage Guest/Staff Digital Access • Inventory Control – Digital Asset Tagging • Digital Partnerships – Streaming Content Providers – Home Automation – Internet Service Providers / Mobile Carriers • Enhanced Security Processes – Improved Systems Integration – Improved Agency Integration WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 23 Image Credit: PortoBay Hotels & Resorts | flickr (cc)
  • 25. Good News & Bad News • Good News – Anticipate Unlimited Connectivity & Storage – Improve Quality of Life and Convenience – Greater Corporate Efficiency • Bad News – Convenience Versus Privacy Trade-offs – Subscriptions Free Affluent from Advertising – Google Deep Mind AI Learns Without Human Input • Bottom Line: – 47% US jobs at risk of being automated next 20 years1 WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 24 Source: “The Future of Employment: How Susceptible Are Jobs to Computerisation?” Oxford University (2016) ● Image Credit: Pascal | flickr (cc)
  • 26. The Future of Travel Technology – Recap • Big Data Explosion – Personalization & Predictive Analytics Main Focus • Mobility – Google/Facebook Mobile Platforms Dominating • Democratization of Advanced Tech – Unparalleled Access to Tools, But at What Risk? • Hotel Impact – Offers Seamless Guest Experiences – Empowers Staff to Provide True Hospitality WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 25
  • 27. Robert Cole | RockCheetah phone: +1.262.309.9560 social media: @robertkcole email: robert@rockcheetah.com WHLA - Conference 2016 Future Hotel Technology Robert Cole ● RockCheetah | 26 The Future of Travel Technology – Welcoming Our New Computer Overlords