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Aviation Weather
Forecast Solutions
—
Safe, Efficient, Cost Optimized
Ground and Air Operations
IBM Sustainability Software / © 2022 IBM Corporation
$75
Weather impacts every aspect
of an airline business
2
IBM Sustainability Software / © 2022 IBM Corporation
Flights are impacted
by Extreme Weather (2022)
Total Cost of Delays in U.S.
(2019)
average delay
0.76% $33B 12.4mins
Of delays caused
by Weather
69%
cost per min of delay
Does your Pilot change
flight levels before turbulence
or while they are already in it?
IBM Sustainability Software / © 2022 IBM Corporation
IBM Sustainability Software / © 2022 IBM Corporation
How accurate is your
Hurricane track forecast?
Should you move your
aircraft to another airport?
IBM Sustainability Software / © 2022 IBM Corporation
Have your planes ever flown
through Volcanic Ash
when the government advisories
indicated an all-clear
(or vice-versa)?
IBM Sustainability Software / © 2022 IBM Corporation
Did you ever need
to divert your planes
based on a wider range
of weather impact versus
delaying in-coming flights?
IBM Sustainability Software / © 2022 IBM Corporation
Are you ready for your
next snow-storm?
Do you have enough
de-icing fluid on-site?
Organizations need to be proactive to
respond to weather as it impacts safety,
optimum operations and customer loyalty
8
IBM Sustainability Software / © 2022 IBM Corporation
Safety Efficiency
Performance Cost optimization
Aviation Weather
Forecast Solutions
IBM Sustainability Software / © 2022 IBM Corporation 9
Weather Data
Airline Data
Aviation Weather Forecast Solutions
10
IBM Sustainability Software / © 2022 IBM Corporation
Forecast Services
Meteorologists,
Briefings
Weather & Aviation
Data and
Integrations
Applications
Decision “Platform”
AI / Analytics
Data
Airport
Congestion
Runway
Contamination
Turbulence
Avoidance
Surface
Movement
Widgets
Embedded
GRAF model
output
Fusion
Flight Tracking
Pilotbrief
EFB Application
EIS Airport
Dashboards
Total Turbulence
Alerting
Licensed/Proprietary Data Client Data
Public Data
Fusion
IBM Sustainability Software / © 2022 IBM Corporation
Industry Challenges Proven Value
Use Cases
• Optimizing flight plans and reducing fuel
costs without compromising safety
• Reduce the cost of cancellations, delays,
and diversions due to weather
• Awareness of taxi time/runway
congestion to avoid potential fines
• 80% of market share in North America
• Airlines consider Fusion
“operations critical”
• 7000 + aircraft rely on total turbulence in
solutions to mitigate turbulence injuries
• Reduce workload (reduce costs)
by streamlining workflow
• Increase Compliance with operational
and regulatory requirements.
• Mitigate Operational Impacts due to
weather (including IRROPS)
11
Pilotbrief
IBM Sustainability Software / © 2022 IBM Corporation
Industry Challenges Proven Value
Use Cases
• Optimizing flight plans, reducing fuel
costs, and improving On Time
Performance
• Decreasing the number/cost of
cancellations, delays, and diversions
due to weather
• Reducing injuries and operational costs
of turbulence while increasing
passenger comfort and retention
• 31,000 Pilots use Pilotbrief
on a daily basis
• iPad application for in-flight use –
mission critical for improved safety
• Used by 75% of Pilots
in North America
12
• Increase Safety by avoidance of
turbulence and other enroute
weather hazards
• Improve Fuel Efficiency (reduce
costs) by optimizing routes in real
time during changing weather
conditions
• Improve on time arrivals by helping
pilots to find more optimal routes
Total Turbulence Alerting
IBM Sustainability Software / © 2022 IBM Corporation
Industry Challenges Proven Value
Use Cases
• Timely, flight-specific information of
rapidly-changing minute-by-minute
conditions
• Assists the dispatcher in ensuring the
cockpit is advised of latest weather
conditions pertinent to flight safety
• Bridges the information gap by providing
real-time updates to the cockpit after
takeoff and in flight.
• Customers reported the potential in
reduction in number of inspections
needed by 10-25%
• IBM Turbulence Forecast superior
to competitors
• Provides solution gap for in-flight
connectivity
• Increases Safety by avoiding turbulence
and other enroute weather hazards
• Mitigate operational impacts
due to weather
• Standalone alerting based on flight path
to take action for cockpit updates.
13
Aviation Dashboards and Alerts
IBM Sustainability Software / © 2022 IBM Corporation
Business Need Solutions
Pain Points
• Protect employees and customers from
injuries caused by adverse weather
conditions – For example, lightning
• Detect high risk weather events and
mobilize facility and maintenance teams
in advance to prevent damages to
assets – For example: hurricanes and
snow-storms
• Automated weather alerts on
dashboard for specific action items
• Risk Outlook Dashboard for long
term planning
• Mobile app for on-the-go personnel
• Airport customer experience largely
depends on efficient, effective
operations of the airlines at the airport
• Detecting accurate weather events at a
hyper-localized scale of an airport can
be challenging
• Sensing the weather events, like
lightning, early enough to coordinate the
personnel at the right time, right place
14
For Airport Ground Operations
Dashboard Visualization Alerts Weather Data
Forecast Services
IBM Sustainability Software / © 2022 IBM Corporation
Embedded Meteorologists TAFs
(Terminal Aerodrome Forecasts)
Aviation Consultations
• Understand specifics of the flight
operation including unique weather
patterns at hubs/focus cities, airport
runway configurations, routes, weather
limits for fleet types and crews, etc.
• Coordinate with airline’s dispatchers,
management air traffic specialists as well
as FAA ATC personnel and National
Weather Service meteorologists
• Scheduled 24, 30 and adhoc
hour TAF creation for a number
of airlines that need them for
airport operations.
• Monitors TAFs and can issue
new ones as conditions change
or when things are not in line
with METAR observations.
• Deliver customized briefs to
heighten awareness of airline and
airport operations managers of
future weather events that may
impact major airports and/or
terminal airspace
• Telephone conference briefings
with TWC aviation meteorologists
also available
15
IBM Aviation Data API Packages
IBM Sustainability Software / © 2022 IBM Corporation
Aviation
Core
• METARs
• TAFs
• Govt AIRMETs & SIGMETs
• High-Level Significant Weather
• PIREPs
• VAAC Advisories
• TFRs
• Ocean Tracks
16
Gain access to a
variety of thoughtfully
assembled global
weather data feeds
to inject a wealth
of weather-based
insights into business
processes and
applications
Aviation
Enhanced Core
Aviation
Enroute
• Global Radar
• Forecast Radar
• Tropical Tracks
• Satellite:
‒ Visible
‒ Infrared
• Surface Analysis
• Surface Forecast
• Visibility Forecast
• Temps and Winds Aloft
Forecast
• TWC Enroute Hazards:
‒ TWC SIGMETs
‒ TWC Flight Plan
Guidance
• RPM Turbulence
Forecast v3
• Forecast Icing Potential
• High Ice Water Content
(HIWC)
Weather Data APIs
IBM Sustainability Software / © 2022 IBM Corporation 17
Gain access to a variety of weather data feeds to inject a wealth of weather-based insights
into your business processes and applications
Currents
on demand
Forecasts
on demand
Surface & upper-level
weather forecasts
Historical observed
surface weather
Uses real-time data assimilation
to assess the weather anywhere
and anytime
Access by geocode, airport
code, postal code
Variety of historical weather data
products available by geocode,
airport code, postal code
AI applied to calibrate each
element of 178 individual
model inputs
Leading airlines rely on
IBM’s Aviation Expertise
IBM Sustainability Software / © 2022 IBM Corporation 18
> 50,000
flights per day
40+ years
experience serving mission
critical airline needs
30+ aircraft
is our primary
fleet size focus
150+ airlines
World-wide rely on
our airline solutions
Variety of fleets
We serve ANSP, military,
business and general aviation
The World’s Most Accurate Weather Data
IBM Sustainability Software / © 2022 IBM Corporation 19
Source: ForecastWatch.com blended min temp, max temp, precip accuracy: Global and Regional Weather Forecast Accuracy Overview 2017-2020
NA
Europe
Asia
40%
50%
60%
TWC Comp 3 Comp 2 Comp 8
50%
55%
60%
65%
70%
TWC Comp
1
Comp
2
Comp
3
Comp
5
Comp
7
Comp
8
50%
60%
70%
80%
55%
65%
75%
55%
60%
65%
70%
75%
TWC Comp
1
Comp
2
Comp
3
Comp
4
Comp
5
Comp
7
Day 1-3 Day 3-5 Day 6-9
40%
45%
50%
55%
60%
TWC Comp 2 Comp 3 Comp 8
40%
60%
TWC Comp
1
Comp
2
Comp
3
Comp
7
Comp
8
Comp
5
45%
50%
55%
60%
65%
TWC Comp 2 Comp 3 Comp 8
50%
55%
60%
65%
70%
TWC Comp
1
Comp
2
Comp
3
Comp
7
Comp
8
Comp
5
It Starts with More Data
IBM Sustainability Software / © 2022 IBM Corporation 20
275k+
PWS
Connected
cars
20k+
Weather Observations /Day
13K+
ADS-B Flight Tracking
400TB
Data Every Day
Global sources for radar,
satellite, and observations
Access to
20M
Barometer-Equipped
Smartphones
Empowered by Unrivaled
Scale and Accuracy
IBM Sustainability Software / © 2022 IBM Corporation
170+
Forecast Models
A Single Forecast Model Doesn’t
Produce the Best Results;
A Combination Does
45B
daily forecast calls
11ms
latency
2.2B
locations mapped
every 15 minutes
400TB
data processed every day
Petabytes
historical archive
21
IBM Global High-Resolution
Atmospheric Forecasting
(GRAF)
IBM Sustainability Software / © 2022 IBM Corporation 22
3km vs.10km resolution
(3x improvement)
up to 5 minute output
versus 1 hour
first ever use of global
crowdsource data
updates every hour
vs. 6-12 hours
Assimilating weather data
more rapidly into forecast
IBM’s POWER9
and GPU technology
Fidelity
Fine Grain
Fortified
Frequency
Fresh
Forefront
Powerful, first of its kind, global weather forecasting system.
IBM GRAF brings resolution once limited to some countries
to the rest of the World.
Our Solution
IBM Sustainability Software / © 2022 IBM Corporation 23
Empowering flight operations from preflight to touchdown
Applications
WSI Fusion™ Pilotbrief Optima™ EIS: Aviation Dashboards & Alerts Weather Data APIs
Services
Enhanced Weather
Meteorologists | Briefings | TAFs
Global Weather Data
Enroute Hazards | Radar | Lightning
Analytics
Airport | Enroute
Southwest Airlines
IBM Sustainability Software / © 2022 IBM Corporation
Near real-time weather and hazard insight helps
give customers and crews a safer, smoother flight
Turbulent weather and unforeseen
hazards can delay flights and cause
passenger discomfort.
Traditionally, flight dispatchers
produce weather maps that pilots
print out in black and white to
review before a flight, however the
weather is always changing.
How could Southwest Airlines
offer a smooth, timely in-flight
experience, even in challenging
conditions?
As part of its plan to modernize
navigational tools in the cockpit,
Southwest equipped its pilots with
WSI® Pilotbrief® Optima, an EFB
app that helps pilots adjust their
course to avoid hazards.
With near real-time data displayed
live on an easy-to-read map, pilots
are now able to detect troublesome
weather systems and other hazards
with greater ease, helping them
make more informed decisions
about whether to divert their
flightpath or continue on the route
outlined in their flight plan.
Helps increase passenger comfort
by helping crews identify and
bypass turbulent airspace
Significant reduction in turbulence-
related injury to flight crews since
implementation
Boosts fuel efficiency and on-time
arrivals by helping pilots find more
optimal routes
Challenges Solution Result
24
Alitalia
IBM Sustainability Software / © 2022 IBM Corporation
Real-time weather analytics lift comfort levels
sky-high for happier, more relaxed passengers
25
To help passengers enjoy every
second of their flights, Alitalia
wanted to dodge bad weather
for seamless, smooth flying.
Flying is a nerve-wracking
experience, especially bumpy rides.
Adverse weather also affect flight
service, making it difficult to serve
meals and refreshments. Dispatch
teams need to plan flight-paths
for the smoothest journey possible,
avoiding hostile weather fronts.
How could it ensure safe, stress-
free journeys for its passengers?
Alitalia uses WSI Fusion to embed
real-time weather analytics in its
flight dispatch processes —
enabling more efficient flight plans
and route adjustments while planes
are airborne.
In addition, Weather Company
provides Alitalia with expert support
services on a 24/7 basis throughout
the year, with additional
meteorological data available for
flight planning whenever required
70% lift in quality of weather data
for smarter flight planning
Increased passenger comfort and
safety by avoiding difficult flying
conditions
Optimizes fuel efficiency, reducing
carbon footprint and fuel costs
Challenges Solution Result
Alaska Airlines
IBM Sustainability Software / © 2022 IBM Corporation
Near real-time insight helps keep flights on-schedule,
whatever the weather
26
When severe weather hits a major
airport, flight cancelations may
be unavoidable.
With passenger numbers growing
explosively year-on-year, Alaska
Airlines knows that even minor
reductions in capacity at one of its
hub airports could trigger a chain
reaction of cancelations and delays
elsewhere in its network.
How can operators like Alaska
Airlines help minimize disruption
to passengers and keep more
people moving?
By adopting near-real time flight
tracking and monitoring, Alaska
Airlines can make proactive
operational decisions based
on the predicted intensity,
trajectory, duration and impact
of severe weather.
The solution helps dispatchers and
flight crews respond to changing
conditions in near-real time. They
can see where the aircraft are, how
much fuel is on board, the nearest
airports—which helps quickly weigh
options if they need to divert them
around bad weather or turbulence.
Helps to predict the likely impact of
severe weather on key travel hubs
Optimizes schedules to help reduce
the risk of delays and cancelations
Keeps more passengers moving
and limits disruption to onward
journeys
Challenges Solution Result
How to get started
with Aviation Weather
Forecast Solutions?
IBM Sustainability Software / © 2022 IBM Corporation 27
Get engaged and book a demo
Address pain points and how weather impacts
your business - leverage a free call to demo IBM
Aviation solutions
Visit the IBM Aviation Weather Forecast Solutions
overview and click “Request a demo”
Insert the required information, then click
“Schedule your meeting”.
IBM WBS team will schedule a call to demo!
IBM Sustainability Software / © 2022 IBM Corporation 28

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AviationSolutions-L1-Oct2022.PPTX

  • 1. Aviation Weather Forecast Solutions — Safe, Efficient, Cost Optimized Ground and Air Operations IBM Sustainability Software / © 2022 IBM Corporation
  • 2. $75 Weather impacts every aspect of an airline business 2 IBM Sustainability Software / © 2022 IBM Corporation Flights are impacted by Extreme Weather (2022) Total Cost of Delays in U.S. (2019) average delay 0.76% $33B 12.4mins Of delays caused by Weather 69% cost per min of delay
  • 3. Does your Pilot change flight levels before turbulence or while they are already in it? IBM Sustainability Software / © 2022 IBM Corporation
  • 4. IBM Sustainability Software / © 2022 IBM Corporation How accurate is your Hurricane track forecast? Should you move your aircraft to another airport?
  • 5. IBM Sustainability Software / © 2022 IBM Corporation Have your planes ever flown through Volcanic Ash when the government advisories indicated an all-clear (or vice-versa)?
  • 6. IBM Sustainability Software / © 2022 IBM Corporation Did you ever need to divert your planes based on a wider range of weather impact versus delaying in-coming flights?
  • 7. IBM Sustainability Software / © 2022 IBM Corporation Are you ready for your next snow-storm? Do you have enough de-icing fluid on-site?
  • 8. Organizations need to be proactive to respond to weather as it impacts safety, optimum operations and customer loyalty 8 IBM Sustainability Software / © 2022 IBM Corporation
  • 9. Safety Efficiency Performance Cost optimization Aviation Weather Forecast Solutions IBM Sustainability Software / © 2022 IBM Corporation 9 Weather Data Airline Data
  • 10. Aviation Weather Forecast Solutions 10 IBM Sustainability Software / © 2022 IBM Corporation Forecast Services Meteorologists, Briefings Weather & Aviation Data and Integrations Applications Decision “Platform” AI / Analytics Data Airport Congestion Runway Contamination Turbulence Avoidance Surface Movement Widgets Embedded GRAF model output Fusion Flight Tracking Pilotbrief EFB Application EIS Airport Dashboards Total Turbulence Alerting Licensed/Proprietary Data Client Data Public Data
  • 11. Fusion IBM Sustainability Software / © 2022 IBM Corporation Industry Challenges Proven Value Use Cases • Optimizing flight plans and reducing fuel costs without compromising safety • Reduce the cost of cancellations, delays, and diversions due to weather • Awareness of taxi time/runway congestion to avoid potential fines • 80% of market share in North America • Airlines consider Fusion “operations critical” • 7000 + aircraft rely on total turbulence in solutions to mitigate turbulence injuries • Reduce workload (reduce costs) by streamlining workflow • Increase Compliance with operational and regulatory requirements. • Mitigate Operational Impacts due to weather (including IRROPS) 11
  • 12. Pilotbrief IBM Sustainability Software / © 2022 IBM Corporation Industry Challenges Proven Value Use Cases • Optimizing flight plans, reducing fuel costs, and improving On Time Performance • Decreasing the number/cost of cancellations, delays, and diversions due to weather • Reducing injuries and operational costs of turbulence while increasing passenger comfort and retention • 31,000 Pilots use Pilotbrief on a daily basis • iPad application for in-flight use – mission critical for improved safety • Used by 75% of Pilots in North America 12 • Increase Safety by avoidance of turbulence and other enroute weather hazards • Improve Fuel Efficiency (reduce costs) by optimizing routes in real time during changing weather conditions • Improve on time arrivals by helping pilots to find more optimal routes
  • 13. Total Turbulence Alerting IBM Sustainability Software / © 2022 IBM Corporation Industry Challenges Proven Value Use Cases • Timely, flight-specific information of rapidly-changing minute-by-minute conditions • Assists the dispatcher in ensuring the cockpit is advised of latest weather conditions pertinent to flight safety • Bridges the information gap by providing real-time updates to the cockpit after takeoff and in flight. • Customers reported the potential in reduction in number of inspections needed by 10-25% • IBM Turbulence Forecast superior to competitors • Provides solution gap for in-flight connectivity • Increases Safety by avoiding turbulence and other enroute weather hazards • Mitigate operational impacts due to weather • Standalone alerting based on flight path to take action for cockpit updates. 13
  • 14. Aviation Dashboards and Alerts IBM Sustainability Software / © 2022 IBM Corporation Business Need Solutions Pain Points • Protect employees and customers from injuries caused by adverse weather conditions – For example, lightning • Detect high risk weather events and mobilize facility and maintenance teams in advance to prevent damages to assets – For example: hurricanes and snow-storms • Automated weather alerts on dashboard for specific action items • Risk Outlook Dashboard for long term planning • Mobile app for on-the-go personnel • Airport customer experience largely depends on efficient, effective operations of the airlines at the airport • Detecting accurate weather events at a hyper-localized scale of an airport can be challenging • Sensing the weather events, like lightning, early enough to coordinate the personnel at the right time, right place 14 For Airport Ground Operations Dashboard Visualization Alerts Weather Data
  • 15. Forecast Services IBM Sustainability Software / © 2022 IBM Corporation Embedded Meteorologists TAFs (Terminal Aerodrome Forecasts) Aviation Consultations • Understand specifics of the flight operation including unique weather patterns at hubs/focus cities, airport runway configurations, routes, weather limits for fleet types and crews, etc. • Coordinate with airline’s dispatchers, management air traffic specialists as well as FAA ATC personnel and National Weather Service meteorologists • Scheduled 24, 30 and adhoc hour TAF creation for a number of airlines that need them for airport operations. • Monitors TAFs and can issue new ones as conditions change or when things are not in line with METAR observations. • Deliver customized briefs to heighten awareness of airline and airport operations managers of future weather events that may impact major airports and/or terminal airspace • Telephone conference briefings with TWC aviation meteorologists also available 15
  • 16. IBM Aviation Data API Packages IBM Sustainability Software / © 2022 IBM Corporation Aviation Core • METARs • TAFs • Govt AIRMETs & SIGMETs • High-Level Significant Weather • PIREPs • VAAC Advisories • TFRs • Ocean Tracks 16 Gain access to a variety of thoughtfully assembled global weather data feeds to inject a wealth of weather-based insights into business processes and applications Aviation Enhanced Core Aviation Enroute • Global Radar • Forecast Radar • Tropical Tracks • Satellite: ‒ Visible ‒ Infrared • Surface Analysis • Surface Forecast • Visibility Forecast • Temps and Winds Aloft Forecast • TWC Enroute Hazards: ‒ TWC SIGMETs ‒ TWC Flight Plan Guidance • RPM Turbulence Forecast v3 • Forecast Icing Potential • High Ice Water Content (HIWC)
  • 17. Weather Data APIs IBM Sustainability Software / © 2022 IBM Corporation 17 Gain access to a variety of weather data feeds to inject a wealth of weather-based insights into your business processes and applications Currents on demand Forecasts on demand Surface & upper-level weather forecasts Historical observed surface weather Uses real-time data assimilation to assess the weather anywhere and anytime Access by geocode, airport code, postal code Variety of historical weather data products available by geocode, airport code, postal code AI applied to calibrate each element of 178 individual model inputs
  • 18. Leading airlines rely on IBM’s Aviation Expertise IBM Sustainability Software / © 2022 IBM Corporation 18 > 50,000 flights per day 40+ years experience serving mission critical airline needs 30+ aircraft is our primary fleet size focus 150+ airlines World-wide rely on our airline solutions Variety of fleets We serve ANSP, military, business and general aviation
  • 19. The World’s Most Accurate Weather Data IBM Sustainability Software / © 2022 IBM Corporation 19 Source: ForecastWatch.com blended min temp, max temp, precip accuracy: Global and Regional Weather Forecast Accuracy Overview 2017-2020 NA Europe Asia 40% 50% 60% TWC Comp 3 Comp 2 Comp 8 50% 55% 60% 65% 70% TWC Comp 1 Comp 2 Comp 3 Comp 5 Comp 7 Comp 8 50% 60% 70% 80% 55% 65% 75% 55% 60% 65% 70% 75% TWC Comp 1 Comp 2 Comp 3 Comp 4 Comp 5 Comp 7 Day 1-3 Day 3-5 Day 6-9 40% 45% 50% 55% 60% TWC Comp 2 Comp 3 Comp 8 40% 60% TWC Comp 1 Comp 2 Comp 3 Comp 7 Comp 8 Comp 5 45% 50% 55% 60% 65% TWC Comp 2 Comp 3 Comp 8 50% 55% 60% 65% 70% TWC Comp 1 Comp 2 Comp 3 Comp 7 Comp 8 Comp 5
  • 20. It Starts with More Data IBM Sustainability Software / © 2022 IBM Corporation 20 275k+ PWS Connected cars 20k+ Weather Observations /Day 13K+ ADS-B Flight Tracking 400TB Data Every Day Global sources for radar, satellite, and observations Access to 20M Barometer-Equipped Smartphones
  • 21. Empowered by Unrivaled Scale and Accuracy IBM Sustainability Software / © 2022 IBM Corporation 170+ Forecast Models A Single Forecast Model Doesn’t Produce the Best Results; A Combination Does 45B daily forecast calls 11ms latency 2.2B locations mapped every 15 minutes 400TB data processed every day Petabytes historical archive 21
  • 22. IBM Global High-Resolution Atmospheric Forecasting (GRAF) IBM Sustainability Software / © 2022 IBM Corporation 22 3km vs.10km resolution (3x improvement) up to 5 minute output versus 1 hour first ever use of global crowdsource data updates every hour vs. 6-12 hours Assimilating weather data more rapidly into forecast IBM’s POWER9 and GPU technology Fidelity Fine Grain Fortified Frequency Fresh Forefront Powerful, first of its kind, global weather forecasting system. IBM GRAF brings resolution once limited to some countries to the rest of the World.
  • 23. Our Solution IBM Sustainability Software / © 2022 IBM Corporation 23 Empowering flight operations from preflight to touchdown Applications WSI Fusion™ Pilotbrief Optima™ EIS: Aviation Dashboards & Alerts Weather Data APIs Services Enhanced Weather Meteorologists | Briefings | TAFs Global Weather Data Enroute Hazards | Radar | Lightning Analytics Airport | Enroute
  • 24. Southwest Airlines IBM Sustainability Software / © 2022 IBM Corporation Near real-time weather and hazard insight helps give customers and crews a safer, smoother flight Turbulent weather and unforeseen hazards can delay flights and cause passenger discomfort. Traditionally, flight dispatchers produce weather maps that pilots print out in black and white to review before a flight, however the weather is always changing. How could Southwest Airlines offer a smooth, timely in-flight experience, even in challenging conditions? As part of its plan to modernize navigational tools in the cockpit, Southwest equipped its pilots with WSI® Pilotbrief® Optima, an EFB app that helps pilots adjust their course to avoid hazards. With near real-time data displayed live on an easy-to-read map, pilots are now able to detect troublesome weather systems and other hazards with greater ease, helping them make more informed decisions about whether to divert their flightpath or continue on the route outlined in their flight plan. Helps increase passenger comfort by helping crews identify and bypass turbulent airspace Significant reduction in turbulence- related injury to flight crews since implementation Boosts fuel efficiency and on-time arrivals by helping pilots find more optimal routes Challenges Solution Result 24
  • 25. Alitalia IBM Sustainability Software / © 2022 IBM Corporation Real-time weather analytics lift comfort levels sky-high for happier, more relaxed passengers 25 To help passengers enjoy every second of their flights, Alitalia wanted to dodge bad weather for seamless, smooth flying. Flying is a nerve-wracking experience, especially bumpy rides. Adverse weather also affect flight service, making it difficult to serve meals and refreshments. Dispatch teams need to plan flight-paths for the smoothest journey possible, avoiding hostile weather fronts. How could it ensure safe, stress- free journeys for its passengers? Alitalia uses WSI Fusion to embed real-time weather analytics in its flight dispatch processes — enabling more efficient flight plans and route adjustments while planes are airborne. In addition, Weather Company provides Alitalia with expert support services on a 24/7 basis throughout the year, with additional meteorological data available for flight planning whenever required 70% lift in quality of weather data for smarter flight planning Increased passenger comfort and safety by avoiding difficult flying conditions Optimizes fuel efficiency, reducing carbon footprint and fuel costs Challenges Solution Result
  • 26. Alaska Airlines IBM Sustainability Software / © 2022 IBM Corporation Near real-time insight helps keep flights on-schedule, whatever the weather 26 When severe weather hits a major airport, flight cancelations may be unavoidable. With passenger numbers growing explosively year-on-year, Alaska Airlines knows that even minor reductions in capacity at one of its hub airports could trigger a chain reaction of cancelations and delays elsewhere in its network. How can operators like Alaska Airlines help minimize disruption to passengers and keep more people moving? By adopting near-real time flight tracking and monitoring, Alaska Airlines can make proactive operational decisions based on the predicted intensity, trajectory, duration and impact of severe weather. The solution helps dispatchers and flight crews respond to changing conditions in near-real time. They can see where the aircraft are, how much fuel is on board, the nearest airports—which helps quickly weigh options if they need to divert them around bad weather or turbulence. Helps to predict the likely impact of severe weather on key travel hubs Optimizes schedules to help reduce the risk of delays and cancelations Keeps more passengers moving and limits disruption to onward journeys Challenges Solution Result
  • 27. How to get started with Aviation Weather Forecast Solutions? IBM Sustainability Software / © 2022 IBM Corporation 27
  • 28. Get engaged and book a demo Address pain points and how weather impacts your business - leverage a free call to demo IBM Aviation solutions Visit the IBM Aviation Weather Forecast Solutions overview and click “Request a demo” Insert the required information, then click “Schedule your meeting”. IBM WBS team will schedule a call to demo! IBM Sustainability Software / © 2022 IBM Corporation 28

Editor's Notes

  1. Thanks for giving us time to speak with you today. I am <<introduce yourself>> and will spend a few minutes diving into the critical role that weather plays in disrupting every fabric of aviation operations. In this session I will share the current state of the Aviation industry and the impacts of weather to its operation, describe our solutions / what makes us different, provide a brief overview of our products and case-studies of happy and successful customers. So let’s dive into it.
  2. Airlines are continually challenged to increase safety, reduce costs, and improve performance despite WEATHER, which is beyond their control. Without comprehensive weather information, the joint goals of safety and cost reduction can be difficult to achieve. A lack of common situational awareness between pilots, dispatchers, operations, and other key stakeholders can also impact cancellations, delays, and diversions – all of which touches not only costs but overall customer satisfaction and loyalty. Let’s take a look at some of the metrics Weather impacts .76% of all flights 69% of all delays are cause by weather total cost of delays is almost 33 billion dollars And every min of delay per aircraft costs an airline $75 ==================================================== ~$75/min = average cost of aircraft delay >> If a large airline has 600k flights per year, just 1 min saved per flight saves $45M per year ($75 * 600k flights) ------------------------ Sources - OST_R | BTS | Transtats - https://www.transportation.gov/sites/dot.gov/files/2022-07/July%202022%20ATCR.pdf - All Things On Time Performance January 31, 2020 - FAA APO 100 – Cost of Delays July 8, 2020 - Bureau of Transportation Statistics - https://simpleflying.com/severe-turbulence-increase-three-times-next-decades/
  3. Does your Pilot change flight levels before turbulence or while they are already in it?
  4. How accurate is your Hurricane track forecast? Should you move your aircraft to another airport?
  5. Have your planes ever flown through Volcanic Ash when the government advisories indicated an all-clear (or vice-versa)?
  6. Did you ever need to divert your planes based on a wider range of weather impact versus delaying in-coming flights?
  7. Are you ready for your next snow-storm? Do you have enough de-icing fluid on-site?
  8. Leading airlines are in need to turn their weather insights into a competitive advantage and cost reductions. They need to take a proactive and preventative approach versus a reactive, just in time approach with better planning and predictions. Areas that airlines need to focus on include: Optimizing operational costs and reducing inflight injuries by avoiding or preparing for turbulence Visualizing weather and other flight operations data along routes to optimize flight plans and reduce fuels costs And Reducing surface delays due to ramp closures and taxi time/runway congestion Let’s look at how IBM is paving the way to enabling our customers to achieve these goals.
  9. IBM’s Aviation Weather Forecast Solutions offers the most precise, accurate, and personalized weather insights, helping our customers and their business teams make more informed decisions for better outcomes. The offerings are built on the most accurate weather data and the ability to integrate with the customers own data-sets. The data is enhanced with AI-based modelling and simulation delivering Situational Awareness, Accurate and Timely forecasts and integrated communications. It includes fit for function desktop products, an iPad application, browser-based command center dashboards and a rich catalog of aviation and weather data APIs to allow for integration into the customers Flight Planning solutions. The products are designed for Pilots, Dispatchers, Airport Ramp Operations, Air Traffic Management, Aircraft Routing and Crew Planning/Tracking personnel. Ultimately, realizing the Key Benefits include, Safety, Efficiency and Performance. 
  10. The Aviation Weather Forecast Solutiuons are a Decision Platform with integrated data and applications for Dispatchers, Pilots and Operations personnel, infused with Weather insights, supported by our Forecast Services and a robust integration framework. Starting from the bottom: It is built on a foundation of Public, Proprietary and Client data sets. Overlaid with Machine Learning based Artificial Intelligence rules engine for modelling and forecasting. On top of this common infrastructure, we have our built our comprehensive applications. And, this can be extended by leveraging our expertise with Forecast Services and Integration offerings. Let’s unpack each of the offerings: ======================== EXTRA >>> Our weather solutions help organizations make better business decisions Operational efficiency, incl. asset utilization Optimize routing, reduce diversions / delays Minimize disruption Mitigate Safety Risks Support in Major Weather Events Improved customer satisfaction Licensed/Proprietary Data Weather Data (FPGs, TAFs) TAPS Data Aircraft Position Reports Imagery Data Applying AI & Analytics to Data Airport Congestion Runway contamination Turbulence Avoidance Surface movement widgets Embedded GRAF model output … and other predictive analytics and forecast services Licensed/Proprietary Data Weather Data (FPGs, TAFs) TAPS Data Aircraft Position Reports Imagery Data Client Data Positions Reports PIREPs / TAPS Company NOTAMs Surface conditions
  11. The majority of flight and schedule disruptions involve weather and attempts to decrease the number of cancellations and delays, the costs associated with these, passenger frustrations and compliance implications are key for customers. As one customer notes, without a way to proactively cancel flights, they could end up with huge numbers of delays throughout the system, resulting in crews, planes, and passengers being out of place and costs in the millions of dollars. Fusion is a proactive operations management solution that provides early insight into changing flight, airport, and airspace conditions. Using Fusion, dispatchers, operations personnel, and managers can – monitor flight progress with global flight tracking, improve operational efficiency with traffic flow management tools, and proactively manage operations with intelligent alerting, streamlined workflows. Fusion has an 80% market share in North American and over 7000 aircrafts rely on Fusion. ======================== EXTRA >>> WSI Fusion provides dispatchers and ATC personnel with timely insights into impactful events, empowering decisions and actions to improve safety, efficiency and performance. WSI Fusion: Fuses weather, flight, ATC and company data into a unified and actionable operating display. Provides early insights and alerts to changing conditions that warrant action. Integrates with enterprise systems to streamline workflow and improve decisions.
  12. Major pain-points for customers are route optimization, planning for On Time Performance, reducing fuel costs and ensuring flight safety. Airlines are confronted with numerous tradeoffs and constraints when planning routes. Customers say that discussions between pilots and dispatchers to agree on routes could be lengthy – especially when they were not all looking at the same information. Pilotbrief, the pilot weather briefing iPad application allows pilots to visualize aviation weather, airspace notifications, and flight plans in one interactive workspace. Using the Vertical Profile tool within Pilotbrief Optima, pilots can visualize current and forecast weather hazards along a route of flight in a cross-section plot, and pro-actively plan to navigate hazardous weather for crew and passenger safety Pilotbrief iPad application is used by over 31000 pilots all over the world ======================== EXTRA >>> WSI Pilotbrief provides pilots with vital weather and flight release information from preflight to touchdown, improving safety and optimizing decisions. WSI Pilotbrief: Offers superior and actionable global weather information. Enables common situational awareness between dispatch and pilots. Delivers a proven end-to-end solution for digital flight release and cockpit. Digital Flight Release (DFR) for Pilotbrief provides paperless weather, briefings, and notifications (like NOTAMs, METARs, TAFs, PIREPs) to help streamline the process of distributing flight information. Airlines are adapting tablet solutions to streamline their operations, minimize costs, and optimize revenue. While many airlines deploy these solutions to replace paper charts and manuals, critical flight information still remains on paper. Digital Flight Releases change this.
  13. Reducing the number of passenger and crew injuries, maintenance costs, and lost revenue due to turbulence is a key goal for many customers, but, without a way to quickly alert aircraft of turbulence in a given area, this can be difficult. One customer notes that it used to be 45 minutes before a report of turbulence was received and recommunicated to other aircraft, increasing the number of planes that would have also flown through the turbulence before the reports were received. Total Turbulence assists the dispatcher in the responsibility of ensuring the cockpit is advised of latest weather conditions pertinent to the safety of the flight. ​ It provides timely, flight-specific information of imminent, and/or rapidly-changing conditions, when a few seconds or minutes can mean the difference between securing the cabin and avoiding a passenger or flight attendant injury.​ It helps bridge the information gap by providing real-time updates to the cockpit after takeoff when connectivity is limited in flight.​ Customers have indicated that usage of Total Turbulence Alerting and taking pro-active action, as resulted in almost 25% reduction of aircraft inspections needed. ======================== EXTRA >>> The subjectivity of reported turbulence could also result in aircraft being taken out of service for inspections when the turbulence had not been as severe as reported. WSI Total Turbulence delivers a proven end-to-end solution for detecting and avoiding turbulence. WSI Total Turbulence: Objectively measures turbulence from aircraft in real-time Offers industry exclusive high-density coverage over key North American and Pacific routes Delivers precise forecasts of turbulence for the next 24 hours Delivers actionable turbulence alerts throughout all phases of flight
  14. Some of the key challenges for ground operations include ensuring employee and customer safety and planning for risky weather events. EIS for Aviation dashboards and alerts provide operations personnel with automated weather alerts and real-time dashboards with timely weather information and risk outlooks to make the safe and optimum operational decisions while minimizing delays. For example, when the potential for lightning exists, airlines must discontinue ramp operations to ensure ground crew safety and comply with safety policies and procedures. The timing and duration of ramp closures can cause flight delays, thus minimizing this time is a key customer goal. Without accurate, granular detail on approaching weather events, the bias was to leave ramps closed longer than needed, erring on the side of caution. Delays could also arise from runway and surface congestion and taxi times. Extended ground delays reduce on-time performance, cause downstream delay propagation, and negatively impact customer satisfaction and brand image. One customer reacted to weather condition by switching out aircraft to deal with inclement weather versus cancelling the flight altogether thus maintaining their schedules, and another relied on out hyper-local forecasts to determine that the conditions would clear up shortly to allow for a short delay versus a total cancellation.
  15. The Aviation Offerings include services offering leveraging our team of experienced meteorologists and weather SMEs with deep domain expertise in aviation. We have 48 degreed and FAA EWINS qualified meteorologists at locations around the world supporting the embedded meteorologist with 40+ years’ experience serving mission critical airline needs They rely on advanced forecasting tools developed specifically for aviation operations including Human Over the Loop (HOTL) Operating System and TAF Workflow Manager (TWM) And access to 178 numerical weather prediction models including our new proprietary global 3km resolution, hourly-updating IBM’s GRAF (Global High-Resolution Atmospheric Forecasting ) model The offerings include Embedded Meteorologists who become and extension of the customers team, customized consultations where we provide, as requested, Event Briefs and a TAF (Terminal Aerodrome Forecast) service. ======================== EXTRA >>> (Who have been providing in-house weather support to several top domestic airlines for nearly two decades) (With superior forecast accuracy over the National Weather Service and other private sector weather providers) Forty-Eight (48) degreed aviation meteorologists Eight (8) years average aviation forecasting experience Four (4) global offices 24x7x365 global coverage FAA EWINS qualified Proven end-to-end solution Support 50+ airlines globally Weather Company has three groups of meteorologists embedded within various Airline Operations Centers Fort Worth, Texas U.S. in American Airlines IOC (8 FTE) Chicago, Illinois, U.S. in United Airlines NOC (9 FTE) New York, New York, U.S. in Jetblue SOC (3 FTE) Provides dedicated support to these airlines Includes customized products and services Strategic and tactical briefing support (ATC, MEL, Airport Ops, Incident/accident investigating) Owners of each Airline’s Hub airport forecasts Collaboration between all Forecast Offices is key to our success Offices back each other up, share information
  16. We offer 3 Aviation Weather Data Packages that clients can embed in their own applications and tools. Core, Flight Planning, and Enhanced Core include mostly repackaged government-sourced and some value-add products. And the Premium Enroute package provides our proprietary enroute advisories and forecasts produced by our in-house Aviation Meteorologists as well as model-generated forecasts for turbulence and icing of the airframe and engines.
  17. In addition to the Aviation packages, our customers can also gain access to a variety of weather data feeds to inject a wealth of weather-based insights into their business processes and applications. These include Proprietary Currents on Demand (COD) and Forecast On Demand (FOD) that empower forecasts and conditions for up to 2.2 billion global points, giving 500-meter resolution, 15 Minute Forecast, 15-Day Hourly Forecast, gridded and polygonal forecast data Surface and upper-level weather forecasts Historical observed surface weather These are Delivered via IBM Cloud Service REST based APIs (and a JSON format response) and can be requested by airport code, geocode, or postal code What makes us different?
  18. - From our years as WSI to now IBM & The Weather Company, we have long been committed to delivering value-added weather data, applications, and services to the aviation industry.  - With over 40 years of experience, we now serve more than 150 airlines worldwide operating 50,000 flights per day across a wide range of fleet sizes and missions.  
  19. We have been ranked number one in accuracy by a 3-rd party company called Forecast Watch. Forecast Watch which compares the main weather providers out there evaluating the temperature and the precipitation forecast against observations in many locations worldwide.    This slide represents the accuracy metrics for various geographies, North America, Europe and Asia aggregated and then various forecast time windows now up to 9 days forecast.    IBM’s Weather Company is highlighted in dark blue and we are consistently ranked as number one in those geographies and across all forecast windows.
  20. So how do we produce the most accurate forecasts? It starts with data and even more data: We collect and process 400 terabytes of weather information every day from many different sources including… Personal Weather Stations, connected cars, consumer cellphones with the weather app, airplanes in-flight, real-time weather observations and governmental agencies. We then model out the data, using artificial intelligence
  21. Our data sets not only include observations but also weather forecast models – over 170 of them – including IBM/TWC proprietary models as well as numerous models from government sources around the world. A human forecaster can not process all of this data. We apply real-time statistical analytics using machine learning to determine the best way to combine the model data.  Next, we turn these rich, precise data sets into valuable insights using IBM’s supercomputing power. Every day, we generate 45 billion forecasts, for billions of locations, with very low latency. This intelligent model blend is the core of our Forecast on Demand system which generates most of our 1-15 day forecast content including probability forecasts. ======================== EXTRA >>> And we archive many of these data sets so that the historical observations can be offered to our customers.
  22. It goes beyond data at scale, but also about the technology and world class data science that our teams are leveraging. The combination of the weather company, together with IBM, we are innovating and investing into our own state-of-the-art weather model called GRAF - Global High-Resolution Atmosphere Forecast Model.  GRAF is first of its kind in terms of the technology innovation behind what enables us to assimilate traditional and non-traditional data types running on GPU-accelerated servers.  It is currently the only High-resolution model with global coverage. For example: Frequency: Instead of updating ever 6-12 hours, this new model updates every hour  Fine Grain: up to 5 min output versus 1 hour. Old forecasts you might have had a precipitation amount set to occur during the hour, but you wouldn’t know when exactly during that hour the rain for fall. With GRAF, you will know within a 5 min window.  ======================== EXTRA >>> Why this is the best weather forecast? HOTL/ GRAF etc. The main pillar of our platform is the data – for those who don’t know, the Weather company has been serving people and businesses for over 40 years. Originally named weather Channel, then acquired WU and in 2015 was adquired by IBM. With this acquisition, IBM became the biggest weather provider in the world. It was also a Perfect marriage that combined TWC Weather Expertise and IBM’s expertise in AI, Machine Learning, cloud services and Big Data analytics. This allowed us to move from ”just weather” to a variety of industry specific solutions IBM Global High-Resolution Forecasting (IBM GRAF) dramatically improves the short term forecast for much of the globe because of 6 advantages:   Fidelity: This new model takes resolution down from 10-12km which is typical for most global models to 3-kilometer (less than 2 miles) - a 3 fold improvement  Frequency: Instead of updating ever 6-12 hours, this new model updates every hour  Fresh: We are assimilating weather data more rapidly into forecast  Fine Grain: up to 5 min output versus 1 hour. Old forecasts you might have had a precipitation amount set to occur during the hour, but you wouldn’t know when exactly during that hour the rain for fall. With GRAF, you will know within a 5 min window.  Fortified: In addition to traditional data sets, it includes crowdsourced data from airplane sensors, smartphone barometric pressure readings and personal weather stations to overcome the lack of specialized weather equipment in many parts of the world  Forefront: This reflects the latest innovation in weather forecasting in that it uses IBM’s POWER9 and GPU technology as the resulting volume of data and update frequency would be too much for most supercomputers. IBM POWER9 technology is what is behind the U.S. Department of Energy's Summit and Sierra, the world's most powerful supercomputers.  What this all means is that we are dramatically improving the short-term forecast around the globe so that people and businesses can make better decisions  
  23. To summarize, From pre-flight to touchdown, each of the teams along the way benefit from more precise, accurate, and customized weather guidance. The Offerings includes: Fusion​ - Dispatch & Flight Operations​ Pilotbrief​ - Inflight & Flight Planning​ ​Total Turbulence Alerting​ - Safety & Hazards​ ​EIS Aviation Dashboards​- Ground Operations & Safety In addition, we offer a rich set of API packages which include: Weather advisories and alerts from national agencies​ Weather imagery (radar, satellite and tropical storm tracks) from IBM AI models and governmental agencies​ Data for enroute atmospheric conditions And expert services, which include: Aviation Forecast Services Embedded Meteorologists​ Expert services for long-term weather and seasonal forecasting​ Let’s now review some customers case-studies who are reaping the benefits of the Aviation Weather Forecast Solutions ======================== EXTRA >>> At IBM, We know that if you can forecast the weather, you can forecast the business, make better decisions, and do so further in advance.  In addition, we offer a rich set of API packages which include: Aviation Core​ / Standard EIS APIs​ - Weather advisories and alerts from national agencies​ Enhanced Aviation Core​ - Weather imagery (radar, satellite and tropical storm tracks) from IBM models and governmental agencies​ Enroute Package APIs - Weather data for enroute atmospheric conditions from IBM models​ And services: Aviation Forecast Services​ - Consultation services by IBM FAA certified experts​ Embedded Meteorologists​ - Customer team augmentation with onsite IBM FAA certified experts​ Lead Synopticians (LS) Desk - Expert services for long-term weather and seasonal forecasting​
  24. Turbulence can turn a smooth journey into a bumpy ride for airlines and their customers. Not only can turbulence cause discomfort and injury for both passengers and flight crews; it also increases drag, which reduces flight speed and fuel efficiency, as well as causing vibrations that can damage the aircraft. To increase passenger comfort and maximize efficiency, Southwest Airlines, one of America’s leading passenger airlines, wanted to help its pilots spot and avoid bad weather and other hazards. When Southwest Airlines began a journey of digital transformation: it sought to modernize its cockpit by moving from paper-based information—the aircraft operating manuals and navigational charts that pilots refer to when flying an aircraft—to electronically-accessed material. They decided to replace paper reports with a suite of applications running on a mobile device connected to on-board Wi-Fi, known as an Electronic Flight Bag (EFB). They chose Pilotbrief, a live weather and hazard tracking and monitoring application, to run on the EFB—so their pilots can now view live weather data from an iPad mounted in the cockpit. Since implementing WSI Pilotbrief Optima, Southwest Airlines has seen significant benefits for both its business and its customers. The solution reinforces the safety of the aircraft, passengers and flight crew, enhances passenger comfort, helps to avoid or minimize delays, and increases fuel efficiency.
  25. For passenger airlines like Alitalia, customer experience plays a central role in differentiating the business from rival carriers and protecting customer loyalty in a highly competitive market. Offering a smooth user experience when customers are booking flights and providing a high level of service during check-in are important—but above all, passengers remember their experience during the flight itself. At their most severe, weather conditions can force airlines to ground flights, causing huge disruption to the travel plans of millions of passengers. For example, the ash cloud caused by the eruption of the volcano Eyjafjallajökull (Aya-fyatla-yow-kutl) in Iceland in 2010 caused the cancellation of more than 100,000 flights due to safety concerns. After an extensive evaluation of different solutions, Alitalia selected WSI Fusion to provide advanced real-time analytics of weather conditions affecting flight paths. Of all the weather systems they looked at, WSI Fusion stood out as by far the superior technical tool. No other solution was tailored to their requirements of the Flight Dispatch team – enabling them to deliver faster, higher quality information to aircrews to ensure a safe, flawless journey for their passengers. With WSI Fusion, they are creating calmer, more stress-free journeys. Their weather data is now more precise than government sources 70 percent of the time, and they can combine the two data sets to form the most accurate possible picture of flying conditions. Per Alitalia, If they had been using this technology in 2010, they estimate only 30 percent of their fleet would have been grounded by the Eyjafjallajökull (Aya-fyatla-yow-kutl) ash-cloud, rather than the 70 percent that was, in fact, kept on the tarmac. Additionally, the real-time insight into weather data also facilitates their planning of faster, more efficient flight routes—cutting fuel costs and emissions to help Alitalia reduce its carbon footprint. Their work with IBM is helping to drive forward passenger comfort and safety, whilst protecting the environment.
  26. For Alaska Airlines, operating in extreme weather conditions is business as usual. From September to April, its crews in the last frontier must contend with harsh winter weather on an almost daily basis. Decades of experience with Alaskan winters has taught aviation professionals there how to deal with the toughest conditions—but what happens when a storm hits a lower latitude? For their operations in the lower 48, the impact of severe weather is very different because airports aren’t as used to working in these conditions, it’s practically impossible for them to maintain 100 percent throughput when a major snowstorm is bearing down on them. To enhance its decision-making capabilities, Alaska Airlines deployed integrated solutions for flight planning, tracking and monitoring based on WSI® Fusion. Today, their flight dispatchers and managers can see the positions, routes and fuel levels of their aircraft in near-real time, overlaid with accurate information on weather systems from both public and proprietary sources. Now, they use accurate hour-by-hour forecasts to predict the parts of the day that will be most congested and adapt their schedules to run as many flights as they can. By taking this action, they help reduce the risk of unexpected delays grounding their crews and passengers. This strategy also makes it easier to position their crews, which reduces the knock-on effect of delays in other parts of their network. In particularly bad storms, these decisions potentially save thousands of their passengers from the misery of flight cancelations. The solutions also provide better situational awareness, helping dispatchers and flight crews respond to changing conditions in near-real time. As their passenger numbers grow and airports get busier, it’s becoming increasingly important to take action before conditions deteriorate. Their solutions from IBM help them make the proactive, informed decisions they need to keep their passengers moving—even in difficult weather.
  27. Thank you for taking time and appreciating the Aviation Weather Forecast Solutions that empowers and enables our customers and clients with the most accurate weather data to make optimal operation decisions to improve Safety, Efficiency and Performance.
  28. There are plenty of resources available to help you learn more about the IBM Weather Solutions and the IBM Aviation Weather Forecast Solutions. A great way to get started is by visiting the Aviation weather forecast solutions overview web page (https://www.ibm.com/weather/industries/aviation) and clicking the Book a meeting link.   After you complete and submit the form provided (shown on this slide), a member of the IBM Weather Business Solutions team will contact you and show you how the IBM Aviation solutions works. They will also be happy to talk with clients about their weather-related business challenges, as well as describe how IBM Aviation solutions can help.