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Millennium Aviation, Inc.
CONFERENCE / SPEAKING ENGAGEMENT PRESENTATION PACK
REVENUE MANAGEMENT PRESENTATIONS (UNTIL JANUARY 2014)
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Revenue Management
in Passenger Airlines
EVOLUTION, TRANSFORMATION AND FUTURE DIRECTION
AALBORG SEMINAR IN RM FOR SHIPPING AND MARITIME BUSINESSES
COPENHAGEN, DENMARK, 29 JANUARY 2014
BY RICARDO V. PILON
CEO, MILLENNIUM AVIATION, INC.
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Topics
Introduction
Purpose and Shortcomings of RM
Transformational Framework
Pillars of Change
Applications and Implications
Conclusions
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Revenue Management
PURPOSE, PRACTICES, SHORTCOMINGS
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Practice of Passenger RM (1980)
LOGIC
•Purpose
• Maximization of revenues
• Profit maximization
•Scope
• Air transport only (seat)
• Method
• Differential pricing
• Yield management (CAP control)
• Requirements
• Segmentation
ASSUMPTIONS
o Independent demand
o GDS distribution
PIONEERS
o American Airlines
o Continental
o KLM
o British Airways
o Lufthansa
o Cathay Pacific Airways
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Passenger RM – Round 2 (1990-2010)
EVOLUTION
o Fare transparency undermines fare structure
o Opportunistic low-cost model was born
o Demand is not independent
o Customers are flexible
o Customers will change behavior
o Ancillary revenues as a next tactic
o Branded fare products as value bundles
ASSUMPTIONS
o Customers understand the hybrid logic
o Customers support RM practices
o Ancillary services are a desired product
PIONEERS
o EasyJet / Ryanair
o American Airlines (merchandising)
o Air Canada (branded fares)
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
RM At A Crossroads
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Lessons Learned
Shortcomings of Pax Revenue Management
o Customers tolerate – but do not support – RM logic and practices
o Current RM software has a limited functional scope (air fare) and does not work with CRM
o Most ancillary products are perceived as punitive tactics
o Checked bag fee, seat selection fee to avoid middle seat, entertainment fee.
o Branded fare products are a representation of the conventional fare rules
o Fare levels are not fully related to the cost of delivering the service, but more to time
o Overall, the RM logic is not communicated, or not communicated well
o Fundamentally, RM is suboptimal because it is imposed
o Strategic opportunity for RM is in democratizing value creation in collaboration with customers
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Revenue Management
TRANSFORMATIONAL FRAMEWORK
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Cruising to Profits
o Strategic commercial aviation is not about air transportation
o We need to remove the “tubular” or “supplier” mindset
o Derived nature of demand has many substitutes that are not considered
o Discretionary: overseas holiday versus building a new home or pool
o Business: value of personal meeting vs air fare vs technology
o In reality the psychology of pricing is around each person’s framework of reference
o Perceived rewards versus perceived sacrifices – Do we understand it?
o Value lies in understanding the purpose of aviation and deriving new products and services
o New products and services can be developed outside the air, car, hotel components
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Profit Maximization
o Profit maximization occurs when customer needs/wants are met
o Optimal pricing can work but only around real choice and value
o Today, the airline’s needs are met
o Turn the air transport industry into a commercial service industry built around aviation
o Determine how we can facilitate people and businesses to achieve what is driving travel
o Human connections
o Networks
o Identify common interests and interests groups
o Introduce companies, or people to companies
o Use technology as a “glue”
o Use social media as a “platform” for innovation (“democratized” innovation)
o Then look back as to how to integrate the time spent cruising in the skies fits into this
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Illustration
(Simplified Overview of “Cruising to Profits®” Transformation Methodology and Tools)
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Implications
Airline Passenger vs Cargo
BUSINESS-TO-CONSUMER (PAX)
o Personal experience
o Not transactions, but customers
o Overall customer optimization
o Passengers have a role in de-commoditization
o Passengers agree to share personal info
BUSINESS-TO-BUSINESS (CARGO)
o Logistics experience is time/quality/compliance
o Contract optimization
o Value creation and de-commoditization requires:
o logistics integration
o facilitating your customer’s business
o industry consolidation
o further deregulation
Reconnect with the purpose of your customer’s business
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Conclusions
o Revenue Management discipline has been a foundation for profitability revival
o There are opportunities to widen the scope to commercial optimization
o RM, pricing, and marketing science will become a single function
o Important to transform business models and organizations
o Enable change through leadership and execution, technology is secondary
o Requires change management at many levels, but we need to allow customers to drive it.
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Mange Tak! Thank you
Questions?
EVOLUTION, TRANSFORMATION AND FUTURE DIRECTION
AALBORG SEMINAR IN RM FOR SHIPPING AND MARITIME BUSINESSES
COPENHAGEN, DENMARK, 29 JANUARY 2014
BY RICARDO V. PILON
CEO, MILLENNIUM AVIATION, INC.
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Ricardo V. Pilon | CEO | Millennium Aviation, Inc.
JDA Software
Pricing & RM Conference, London, 23 March 2010
Business & Revenue Model Optimization
- From RM to Holistic Marketing Science-Driven Profitability Maximization -
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
• Introduction
• RM Today
• Role of RM (today)
• Scope of “RM” (potential)
• Case Study
• Approach
• Process over Technology
• Conclusions
Agenda
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
If The Airline Industry Were A Sport,
Which Would It Be?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
2.1.
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Revenue Management Evolves – Or Does It?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Dependent vs.
Independent Demand
Evolution
Capacity Control
Yield Management Revenue Management
(leg-based)
O & D Revenue Management
Pricing
Management
Cargo
RM
Incremental
Improvements
(forecast / optimize)
?
Margin

29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Scope
• Air Transport Component Only
• Perishable Capacity
• Limited Segmentation
• Pricing and Unbundling/Rebundling
• Evolution From Revenue to Margin
Dependent vs.
Independent Demand
Capacity Control
Yield Management Revenue Management
(leg-based)
O & D Revenue Management
Pricing
Management
Cargo
RM
Incremental
Improvements
(forecast / optimize)
?
Margin

29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Value Chain
• Is Air Transport what we are?
• Is Air Transport what we do?
Dependent vs.
Independent Demand
Capacity Control
Yield Management Revenue Management
(leg-based)
O & D Revenue Management
Pricing
Management
Cargo
RM
Incremental
Improvements
(forecast / optimize)
?
Margin

Air Transport
Airport Airport
Surface Surface

What Business Are We In?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Dilemma
• What is RORO, i.e. the Return on
Revenue Optimization?
• How does Revenue Optimization
perform under:
• Fundamental industry changes?
• Evolving business models?
• Core assumptions in RO undermine
RO opportunities
• What is the future of Revenue
Optimization as we know it?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Optimizing Converging Functions – The Answer?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Perspective
• What is core role of the business?
• What drives demand for:
• Passenger air transport?
• Cargo space?
• RO is part of larger business
optimization exercise:
• Marketing
• Loyalty
• Ancillary Revenues
• Business Intelligence / Analytics
• Core Business Model
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Puzzle
• Do we have all the pieces of the
puzzle or process?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Case Study
• Tier 1 carrier, multi-hub network
• G2 – RM system
• RMS constraints pollutes
initiatives
• Conflict:
• Marketing
• RM + pricing
• Business strategy
• Initiative:
• Full strategic planning process
review
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Beyond RM
Dependent vs.
Independent Demand
Capacity Control
Yield Management Revenue Management
(leg-based)
O & D Revenue Management
Pricing
Management
Cargo
RM
Incremental
Improvements
(forecast / optimize)
?
Margin
Marketing
Loyalty
Ancillary Revenues
Business
Intelligence (B.I.)
Analytics
Core Business Model “Code”
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Considerations
Dependent vs.
Independent Demand
Capacity Control
Yield Management Revenue Management
(leg-based)
O & D Revenue Management
Pricing
Management
Cargo
RM
Incremental
Improvements
(forecast / optimize)
?
Margin
GDP
Marketing
Loyalty
Ancillary Revenues
Business
Intelligence (B.I.)
Analytics
Core Business Model “Code”
Behavioral Trends
Global Financial Markets
Discretionary Income Trends
Competitive Response
Currency X-Rates
Trade Flows
Interest Rates
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Change
Dependent vs.
Independent Demand
Capacity Control
Yield Management Revenue Management
(leg-based)
O & D Revenue Management
Pricing
Management
Cargo
RM
Incremental
Improvements
(forecast / optimize)
?
Margin
Marketing
Loyalty
Ancillary Revenues
Business
Intelligence (B.I.)
Analytics
Core Business Model “Code”
Organization
Governance
Change Management
GDP
Behavioral Trends
Global Financial Markets
Discretionary Income Trends
Competitive Response
Currency X-Rates
Trade Flows
Interest Rates
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
BMO
• Can a solution encapsulate all these
factors in supporting business model
optimization?
• Review of business systems
• Conclusion:
• Process over technology
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Value Chain
(e.g.Cargo)
• RO should consider supply chain:
• Shippers
• Freight Forwarders
• Consignees
• Global Trade Flows
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Reality
• Revenue Optimization cannot
correct flawed business models
• Businesses can thrive without
automated revenue optimization
• Maximized profitability cannot be
achieved without a sustainable
business model and an aligned
BROS*
• BROS require commercial
intelligence as primary step (B.I.)
* = Business and Revenue Optimization System
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Conclusion
• Know one’s self
• Know thy business
• Know your wider business and role
• Know your core “code”
• Establish the strategic plan
• Establish the change plan
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Conclusion-2
• Revenue Optimization has to be
taken out of isolation
• Business model and processes will
drive solution requirements
• Path is unclear as to approach
• Only incremental steps are feasible
• Flexibility in supporting evolving
needs are paramount
• Change is great! You go first!!
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Conclusion
• What is your game plan?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Thank you
Ricardo V. Pilon
rpilon@millavia.com
Ph. 514.295.1275
www.millavia.com
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Integrating CRM and RM
- A MYTH OR MUST? -
ECONFERENCE 2007
SINGAPORE
5 – 6 NOVEMBER 2007 Ricardo Pilon
Millennium Aviation Inc.
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Agenda
◦ Trends in CRM and RM
◦ Conflicting Objectives of CRM and RM
◦ Aligning the two Fields
◦ The Potential of Customer Relationship Revenue Management
◦ Potential Benefits
◦ Conclusions
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Loyalty Management – Airline Industry
◦ Few evidence of true loyalty found (Accenture, 2006)
◦ Loyalty is predominantly “to the loyalty program”
◦ Loyalty can be impacted by external factors (e.g. airports)
◦ Increased “loyalty” in parallel to increased shopping
◦ Huge liability has led to promotions, new partners
◦ Tier levels and benefits stimulate captivity, i.e. it works
◦ FFPs now used for analytics-driven CRM
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Trends in CRM and RM
CRM
◦ From FFP  CRM  CEM
◦ Profiling, analytics
◦ Deep segmentation
◦ Touch point integration
◦ Choice-based offering
RM
◦ Simplification of pricing
◦ Value-based offering
◦ À la carte
◦ Unbundling
◦ Subscription-based
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Objectives of CRM and RM
CRM
◦ Facilitating life-time loyalty for
repeat business and revenue
growth
RM
◦ Optimize revenues for maximized
profitability
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Methodologies
CRM
◦ Value bundles of benefits
◦ Redemption opportunities
◦ Discretionary products
◦ Integration
◦ Standardization
◦ Analytics and BPR
◦ Focus on customer differences
RM
◦ Manipulating product availability
(mix)
◦ AU controls on differentiated and
undifferentiated products
(yieldable vs. priceable)
◦ O.R.-based modeling
◦ Decision-tree and choice-based
modeling
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Conflicting Objectives
CRM
◦ Focus on individuals
◦ Focus on long-term
RM
◦ Focus on market segments
◦ Transactional-level focus
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Wherein lies other Conflict?
Current and new redemption policies
“Loyalty” is often driven by lowest fare
Product availability would depend on the individual requesting the product +
customer value, including the propensity of ancillary spend
Thus, customer-centric RM would be discriminatory at the product availability
level
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Some Thoughts
Can one forecast propensity for ancillary spend?
Can one predict individual travel?
Is eCommerce not the enabler of “CR2M”?
What if the customer enters through different channels (price parity issues)
and/or cannot be identified?
Do FFP spin-offs conflict with CRM objectives?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Aligning CRM and RM
eCommerce as the facilitator
◦ Booking engines
◦ Upselling (add-on)
◦ Cross-selling (alternatives)
◦ Selling upgrades
◦ Subscription-based offering based on profiling
Enhanced RM modeling integrated with RES and CRM
Manipulating the mix of offers and prices based on individual customers
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Case: Air Cargo Loyalty Context
◦ Cargo is driven by one-to-one relationships
◦ Carrier preferences might outweigh price pressures
◦ Loyalty driven by:(Advantex, 2007)
◦ Price 67%
◦ Access to capacity 13%
◦ Reliability (service-level) 9%
◦ Ease of dealing with carrier 7%
◦ Other (security, etc.) 2%
(Agifors Annual Symposium 2007, Pilon, R., Bangkok, Thailand, 3 October 2007)
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Future Directions of Cargo Pricing & RM
INTEGRATIONAIR CARGO
P & RM
Ability to better
monitor business
performance and plan
business tactics
Ability to further align
pricing, capacity control,
sales and marketing
Ability to use systems
with increased and
smart computing power
Increasing Margins
(Agifors Cargo & RM, Pilon, R., Jeju Island, South Korea, May, 2007)
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Case: Air Cargo Loyalty Context
◦ Cargo RM and CRM is driven by:
◦ Customer value
◦ Shipment value (yield, revenue)
◦ Integration leads to customer and shipment value based
bid price
◦ Access to capacity is manipulated by shuffling dates and
itineraries, and reshuffling bookings
◦ “Global local-based pricing” depending on network
performance
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
The Debate
◦ Who should drive CR2M?
◦ Should marketing be restructured into an integrated
team?
◦ Are there intermediate approaches, i.e.:
◦ Analytics and profiling
◦ Estimating willingness to pay, and ancillary $
◦ Estimating product utility
◦ Redesigning the sales process?
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
Conclusions
◦ CRM has delivered real benefits
◦ RM has delivered real financial gains
◦ With new technology and computing power, a real
opportunity exists for “CR2M”
◦ An active dialogue should continue on further integration
Integrating CRM and RM
- A MYTH OR MUST? -
ECONFERENCE 2007
SINGAPORE
5 – 6 NOVEMBER 2007 Ricardo V.Pilon
Millennium Aviation Inc.
Thank You !
29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED

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Airline Revenue Management Conference Presentations

  • 1. Millennium Aviation, Inc. CONFERENCE / SPEAKING ENGAGEMENT PRESENTATION PACK REVENUE MANAGEMENT PRESENTATIONS (UNTIL JANUARY 2014) 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 2. Revenue Management in Passenger Airlines EVOLUTION, TRANSFORMATION AND FUTURE DIRECTION AALBORG SEMINAR IN RM FOR SHIPPING AND MARITIME BUSINESSES COPENHAGEN, DENMARK, 29 JANUARY 2014 BY RICARDO V. PILON CEO, MILLENNIUM AVIATION, INC. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 3. Topics Introduction Purpose and Shortcomings of RM Transformational Framework Pillars of Change Applications and Implications Conclusions 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 4. Revenue Management PURPOSE, PRACTICES, SHORTCOMINGS 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 5. Practice of Passenger RM (1980) LOGIC •Purpose • Maximization of revenues • Profit maximization •Scope • Air transport only (seat) • Method • Differential pricing • Yield management (CAP control) • Requirements • Segmentation ASSUMPTIONS o Independent demand o GDS distribution PIONEERS o American Airlines o Continental o KLM o British Airways o Lufthansa o Cathay Pacific Airways 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 6. Passenger RM – Round 2 (1990-2010) EVOLUTION o Fare transparency undermines fare structure o Opportunistic low-cost model was born o Demand is not independent o Customers are flexible o Customers will change behavior o Ancillary revenues as a next tactic o Branded fare products as value bundles ASSUMPTIONS o Customers understand the hybrid logic o Customers support RM practices o Ancillary services are a desired product PIONEERS o EasyJet / Ryanair o American Airlines (merchandising) o Air Canada (branded fares) 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 7. RM At A Crossroads 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 8. Lessons Learned Shortcomings of Pax Revenue Management o Customers tolerate – but do not support – RM logic and practices o Current RM software has a limited functional scope (air fare) and does not work with CRM o Most ancillary products are perceived as punitive tactics o Checked bag fee, seat selection fee to avoid middle seat, entertainment fee. o Branded fare products are a representation of the conventional fare rules o Fare levels are not fully related to the cost of delivering the service, but more to time o Overall, the RM logic is not communicated, or not communicated well o Fundamentally, RM is suboptimal because it is imposed o Strategic opportunity for RM is in democratizing value creation in collaboration with customers 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 9. Revenue Management TRANSFORMATIONAL FRAMEWORK 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 10. Cruising to Profits o Strategic commercial aviation is not about air transportation o We need to remove the “tubular” or “supplier” mindset o Derived nature of demand has many substitutes that are not considered o Discretionary: overseas holiday versus building a new home or pool o Business: value of personal meeting vs air fare vs technology o In reality the psychology of pricing is around each person’s framework of reference o Perceived rewards versus perceived sacrifices – Do we understand it? o Value lies in understanding the purpose of aviation and deriving new products and services o New products and services can be developed outside the air, car, hotel components 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 11. Profit Maximization o Profit maximization occurs when customer needs/wants are met o Optimal pricing can work but only around real choice and value o Today, the airline’s needs are met o Turn the air transport industry into a commercial service industry built around aviation o Determine how we can facilitate people and businesses to achieve what is driving travel o Human connections o Networks o Identify common interests and interests groups o Introduce companies, or people to companies o Use technology as a “glue” o Use social media as a “platform” for innovation (“democratized” innovation) o Then look back as to how to integrate the time spent cruising in the skies fits into this 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 12. Illustration (Simplified Overview of “Cruising to Profits®” Transformation Methodology and Tools) 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 13. Implications Airline Passenger vs Cargo BUSINESS-TO-CONSUMER (PAX) o Personal experience o Not transactions, but customers o Overall customer optimization o Passengers have a role in de-commoditization o Passengers agree to share personal info BUSINESS-TO-BUSINESS (CARGO) o Logistics experience is time/quality/compliance o Contract optimization o Value creation and de-commoditization requires: o logistics integration o facilitating your customer’s business o industry consolidation o further deregulation Reconnect with the purpose of your customer’s business 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 14. Conclusions o Revenue Management discipline has been a foundation for profitability revival o There are opportunities to widen the scope to commercial optimization o RM, pricing, and marketing science will become a single function o Important to transform business models and organizations o Enable change through leadership and execution, technology is secondary o Requires change management at many levels, but we need to allow customers to drive it. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 15. Mange Tak! Thank you Questions? EVOLUTION, TRANSFORMATION AND FUTURE DIRECTION AALBORG SEMINAR IN RM FOR SHIPPING AND MARITIME BUSINESSES COPENHAGEN, DENMARK, 29 JANUARY 2014 BY RICARDO V. PILON CEO, MILLENNIUM AVIATION, INC. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 16. Ricardo V. Pilon | CEO | Millennium Aviation, Inc. JDA Software Pricing & RM Conference, London, 23 March 2010 Business & Revenue Model Optimization - From RM to Holistic Marketing Science-Driven Profitability Maximization - 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 17. • Introduction • RM Today • Role of RM (today) • Scope of “RM” (potential) • Case Study • Approach • Process over Technology • Conclusions Agenda 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 18. If The Airline Industry Were A Sport, Which Would It Be? 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 19. 2.1. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 20. Revenue Management Evolves – Or Does It? 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 21. Dependent vs. Independent Demand Evolution Capacity Control Yield Management Revenue Management (leg-based) O & D Revenue Management Pricing Management Cargo RM Incremental Improvements (forecast / optimize) ? Margin  29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 22. Scope • Air Transport Component Only • Perishable Capacity • Limited Segmentation • Pricing and Unbundling/Rebundling • Evolution From Revenue to Margin Dependent vs. Independent Demand Capacity Control Yield Management Revenue Management (leg-based) O & D Revenue Management Pricing Management Cargo RM Incremental Improvements (forecast / optimize) ? Margin  29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 23. Value Chain • Is Air Transport what we are? • Is Air Transport what we do? Dependent vs. Independent Demand Capacity Control Yield Management Revenue Management (leg-based) O & D Revenue Management Pricing Management Cargo RM Incremental Improvements (forecast / optimize) ? Margin  Air Transport Airport Airport Surface Surface  What Business Are We In? 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 24. Dilemma • What is RORO, i.e. the Return on Revenue Optimization? • How does Revenue Optimization perform under: • Fundamental industry changes? • Evolving business models? • Core assumptions in RO undermine RO opportunities • What is the future of Revenue Optimization as we know it? 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 25. Optimizing Converging Functions – The Answer? 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 26. Perspective • What is core role of the business? • What drives demand for: • Passenger air transport? • Cargo space? • RO is part of larger business optimization exercise: • Marketing • Loyalty • Ancillary Revenues • Business Intelligence / Analytics • Core Business Model 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 27. Puzzle • Do we have all the pieces of the puzzle or process? 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 28. Case Study • Tier 1 carrier, multi-hub network • G2 – RM system • RMS constraints pollutes initiatives • Conflict: • Marketing • RM + pricing • Business strategy • Initiative: • Full strategic planning process review 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 29. Beyond RM Dependent vs. Independent Demand Capacity Control Yield Management Revenue Management (leg-based) O & D Revenue Management Pricing Management Cargo RM Incremental Improvements (forecast / optimize) ? Margin Marketing Loyalty Ancillary Revenues Business Intelligence (B.I.) Analytics Core Business Model “Code” 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 30. Considerations Dependent vs. Independent Demand Capacity Control Yield Management Revenue Management (leg-based) O & D Revenue Management Pricing Management Cargo RM Incremental Improvements (forecast / optimize) ? Margin GDP Marketing Loyalty Ancillary Revenues Business Intelligence (B.I.) Analytics Core Business Model “Code” Behavioral Trends Global Financial Markets Discretionary Income Trends Competitive Response Currency X-Rates Trade Flows Interest Rates 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 31. Change Dependent vs. Independent Demand Capacity Control Yield Management Revenue Management (leg-based) O & D Revenue Management Pricing Management Cargo RM Incremental Improvements (forecast / optimize) ? Margin Marketing Loyalty Ancillary Revenues Business Intelligence (B.I.) Analytics Core Business Model “Code” Organization Governance Change Management GDP Behavioral Trends Global Financial Markets Discretionary Income Trends Competitive Response Currency X-Rates Trade Flows Interest Rates 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 32. BMO • Can a solution encapsulate all these factors in supporting business model optimization? • Review of business systems • Conclusion: • Process over technology 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 33. Value Chain (e.g.Cargo) • RO should consider supply chain: • Shippers • Freight Forwarders • Consignees • Global Trade Flows 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 34. Reality • Revenue Optimization cannot correct flawed business models • Businesses can thrive without automated revenue optimization • Maximized profitability cannot be achieved without a sustainable business model and an aligned BROS* • BROS require commercial intelligence as primary step (B.I.) * = Business and Revenue Optimization System 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 35. Conclusion • Know one’s self • Know thy business • Know your wider business and role • Know your core “code” • Establish the strategic plan • Establish the change plan 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 36. Conclusion-2 • Revenue Optimization has to be taken out of isolation • Business model and processes will drive solution requirements • Path is unclear as to approach • Only incremental steps are feasible • Flexibility in supporting evolving needs are paramount • Change is great! You go first!! 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 37. Conclusion • What is your game plan? 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 38. Thank you Ricardo V. Pilon rpilon@millavia.com Ph. 514.295.1275 www.millavia.com 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 39. Integrating CRM and RM - A MYTH OR MUST? - ECONFERENCE 2007 SINGAPORE 5 – 6 NOVEMBER 2007 Ricardo Pilon Millennium Aviation Inc. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED
  • 40. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Agenda ◦ Trends in CRM and RM ◦ Conflicting Objectives of CRM and RM ◦ Aligning the two Fields ◦ The Potential of Customer Relationship Revenue Management ◦ Potential Benefits ◦ Conclusions
  • 41. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Loyalty Management – Airline Industry ◦ Few evidence of true loyalty found (Accenture, 2006) ◦ Loyalty is predominantly “to the loyalty program” ◦ Loyalty can be impacted by external factors (e.g. airports) ◦ Increased “loyalty” in parallel to increased shopping ◦ Huge liability has led to promotions, new partners ◦ Tier levels and benefits stimulate captivity, i.e. it works ◦ FFPs now used for analytics-driven CRM
  • 42. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Trends in CRM and RM CRM ◦ From FFP  CRM  CEM ◦ Profiling, analytics ◦ Deep segmentation ◦ Touch point integration ◦ Choice-based offering RM ◦ Simplification of pricing ◦ Value-based offering ◦ À la carte ◦ Unbundling ◦ Subscription-based
  • 43. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Objectives of CRM and RM CRM ◦ Facilitating life-time loyalty for repeat business and revenue growth RM ◦ Optimize revenues for maximized profitability
  • 44. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Methodologies CRM ◦ Value bundles of benefits ◦ Redemption opportunities ◦ Discretionary products ◦ Integration ◦ Standardization ◦ Analytics and BPR ◦ Focus on customer differences RM ◦ Manipulating product availability (mix) ◦ AU controls on differentiated and undifferentiated products (yieldable vs. priceable) ◦ O.R.-based modeling ◦ Decision-tree and choice-based modeling
  • 45. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Conflicting Objectives CRM ◦ Focus on individuals ◦ Focus on long-term RM ◦ Focus on market segments ◦ Transactional-level focus
  • 46. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Wherein lies other Conflict? Current and new redemption policies “Loyalty” is often driven by lowest fare Product availability would depend on the individual requesting the product + customer value, including the propensity of ancillary spend Thus, customer-centric RM would be discriminatory at the product availability level
  • 47. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Some Thoughts Can one forecast propensity for ancillary spend? Can one predict individual travel? Is eCommerce not the enabler of “CR2M”? What if the customer enters through different channels (price parity issues) and/or cannot be identified? Do FFP spin-offs conflict with CRM objectives?
  • 48. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Aligning CRM and RM eCommerce as the facilitator ◦ Booking engines ◦ Upselling (add-on) ◦ Cross-selling (alternatives) ◦ Selling upgrades ◦ Subscription-based offering based on profiling Enhanced RM modeling integrated with RES and CRM Manipulating the mix of offers and prices based on individual customers
  • 49. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Case: Air Cargo Loyalty Context ◦ Cargo is driven by one-to-one relationships ◦ Carrier preferences might outweigh price pressures ◦ Loyalty driven by:(Advantex, 2007) ◦ Price 67% ◦ Access to capacity 13% ◦ Reliability (service-level) 9% ◦ Ease of dealing with carrier 7% ◦ Other (security, etc.) 2% (Agifors Annual Symposium 2007, Pilon, R., Bangkok, Thailand, 3 October 2007)
  • 50. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Future Directions of Cargo Pricing & RM INTEGRATIONAIR CARGO P & RM Ability to better monitor business performance and plan business tactics Ability to further align pricing, capacity control, sales and marketing Ability to use systems with increased and smart computing power Increasing Margins (Agifors Cargo & RM, Pilon, R., Jeju Island, South Korea, May, 2007)
  • 51. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Case: Air Cargo Loyalty Context ◦ Cargo RM and CRM is driven by: ◦ Customer value ◦ Shipment value (yield, revenue) ◦ Integration leads to customer and shipment value based bid price ◦ Access to capacity is manipulated by shuffling dates and itineraries, and reshuffling bookings ◦ “Global local-based pricing” depending on network performance
  • 52. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED The Debate ◦ Who should drive CR2M? ◦ Should marketing be restructured into an integrated team? ◦ Are there intermediate approaches, i.e.: ◦ Analytics and profiling ◦ Estimating willingness to pay, and ancillary $ ◦ Estimating product utility ◦ Redesigning the sales process?
  • 53. 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED Conclusions ◦ CRM has delivered real benefits ◦ RM has delivered real financial gains ◦ With new technology and computing power, a real opportunity exists for “CR2M” ◦ An active dialogue should continue on further integration
  • 54. Integrating CRM and RM - A MYTH OR MUST? - ECONFERENCE 2007 SINGAPORE 5 – 6 NOVEMBER 2007 Ricardo V.Pilon Millennium Aviation Inc. Thank You ! 29 July 2014 COPYRIGHT © MILLENNIUM AVIATION INC. ALL RIGHTS RESERVED