TRAFI
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Transcript of TRAFI
![Page 1: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/1.jpg)
Multi-ModalPassenger information system and
agency information system
![Page 2: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/2.jpg)
“An advanced city is not one where even the poor use cars, but rather one where even the rich use public transport”
Enrique Peñalosa, mayor of Bogotá 1998-2001
![Page 3: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/3.jpg)
Passenger information systemTRAFI was initially set up as a Transit app, combining time tables and GPS locations of all modes of transport in one clear application.
With three main areas, the app acts as an assistant to frequent transit users and newcomers to a city:
• Search offers passengers a way to find their way across town in the most convenient way using Public Transport, using scheduling that is optimised by our proprietary learning algorithms.
• Schedules shows the time tables of all modes of transport in a clear overview, including a handy overview of the options departing from the passengers “nearest stops”. These timetables can be downloaded for offline use;
• News shows updates on specific routes that are shared by our users.
TRAFI has gained the #1 position amongst all transportation apps in Istanbul and the Baltic states, fully on it’s own merit.
![Page 4: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/4.jpg)
Route search
Ideal for occasional trips, route search offers passengers multi-modal options to travel through public transport to a specific destination.
• Using real-time information to show which buses are nearby• Showing news updates that are applicable to that route to
make users aware of traffic issues• Using scheduling that is optimized through our unique
statistical analysis and real-time information• Learning from user preferences
Route search is now also available offline, to reduce network reliance for passengers
![Page 5: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/5.jpg)
Schedules
Great for finding regular routes when you know which transport to take, or when you want to see the schedule of a nearby stop, TRAFI offers a structured and informed overview of the accurate bus schedules.
• Showing vehicle arrivals based on real-time information• Showing applicable news updates and statistically relevant
updates inside the schedule
Schedules are now also available offline, to reduce network reliance for passengers
![Page 6: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/6.jpg)
News
Through the news section, passengers can send and receive updates that are relevant to specific journeys on the bus.
• Monitored by TRAFI to validate the updates and to reroute other passengers.
• Warnings show up in both the search results and schedule views.
• Can also be used by partners with relevant updates at specific destinations, such as
• museum opening times.
![Page 7: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/7.jpg)
The power of focus Built to be 200% more accurate
8 am 9 am 10 am 11 am
AdjustedReal time
Offline validated schedules
Ingesting schedules through multiple means to ensure the latest data is made available
Real time data
GPS data allows us to plot vehicle locations on our maps and to improve our schedules
Continuous user feedback
Validated feedback from inside our app allows us to quickly adjust for changing traffic situations and rerouting
Statistical analysis
Our dedicated team evolves our machine learning framework resulting in probability-adjusted schedules
![Page 8: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/8.jpg)
Rapidly expanding footprint.
Number one in Estonia, Lithuania, Latvia and Turkey
Expanding in Brazil and Russia
Recently launched in Taiwan
Emerging market focusSolving the needs of rapidly urbanising territories
![Page 9: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/9.jpg)
Agency information system
TRAFI has evolved into a serious player in Agency Information System provision
• APIs and widgets: through our modern API family we offer real-time reliable insight directly into our data warehouse, powering widgets on agency websites and partner apps, arrival prediction displays at retail locations, and even offers corrected GTFS feeds to our partners.
• Real-time dashboards: our unique analytical data approach provides the most accurate view on vehicle speed, route, prediction accuracy and popularity of routes (at times of day/week), which we make available through cloud-based dashboards. This can power a full cloud-based control centre.
• GPS Tracker system using off-the-shelf GPS trackers, TRAFI has allowed transport agencies to upgrade to a fully-tracked GPS system streaming real-time information to both control centres and passengers.
Using the most cloud-based infrastructure available, TRAFI combines high accuracy and reliability with high scalability at a cost level that was unachievable before.
![Page 10: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/10.jpg)
APIsfor customised integrations
TRAFI’s cloud-based API’s can provide screens with real-time departure times and and best routes to popular destinations, customised to your needs.
5
19
12 BusBusBus
in 5 minin 9 min
in 12 min
Departures from the Airport
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Route search widgets on Web, Mobile and offline
Multiple API and widget options exist to enable integration of public transport into websites, from the full search widget used by IstanbulUlasim.com (Istanbul Metro) to “travel here with TRAFI” buttons that can be placed on any website.
This enables agencies to instantly update their web and mobile properties with the most modern search and reference functionality, and integrates all public transport modes into the life of the city.
Travel here with TRAFI
Fivesquare
Music festival
Travelwith TRAFI
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Real-time cloud-based dashboards a control centre in the cloud
Our unique analytical data approach provides the most accurate view on vehicle speed, route, accuracy, popularity of routes (at times of day/week) and even occupancy for the entire fleet.
We can provide live updating cloud-based dashboards that give transport agencies real-time insight.
![Page 13: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/13.jpg)
Fleet managementcloud-based assignment management
TRAFI’s fleet management package offers the essential benefits of traditional silo-ed all-or-nothing systems at a fraction of the cost and complication. Can be deployed in combination with TRAFI’s GPS tracker solution or standalone supporting existing trackers.
• cloud-based bus assignment, with templates for daily data entry.• internet-based control centre: dashboards for central tracking of
all buses, signalling when buses leave their routes;• predictive analysis yielding up to 200% higher accuracy of arrival
time predictions;• cloud-based and following the latest standards: robust, reliable
secure and scalable.
No back-end installation, no servers, no maintenance. Implemented in minutes, not months.
![Page 14: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/14.jpg)
Open data provisionUsing TRAFI to provide open data
For cities and agencies who are interested in open data, TRAFI can be the open data partner, providing structured data to any 3rd party that would like access. The benefits for an agency or city are significant:
• Due to our flexibility in importing transport data, we can import from web pages, structured data, or data input. There is no need to change existing systems.
• TRAFI will generate the data files and feeds for third parties according to standard specification. There is no need for third parties to change their systems.
• TRAFI serves third parties from its data warehouse, easily scaling to large numbers of parties. There is no need to invest in scalable IT server solutions or capabilities.
TRAFI data-warehouseand analytics
Agency Management
system
Schedules, route paths,
bus assignments
Daily GTFS GTFS-RT Feed
![Page 15: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/15.jpg)
Schedule deviations dashboardreal time dashboards
What?• Delays map (live), showing differences versus the
official schedules• Coming soon: ability to show recent passenger
messages on the map
Why?• Highlights which buses are late• Helps define or refine schedule modifications• Alerts to temporary situations
![Page 16: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/16.jpg)
Real time vs. scheduled analysisreal time dashboards
What?• Analyse schedules deviations for certain times
of day, comparing between bus lines or between bus stops.
Why?• Shows which schedule deviations are common• Clear input for schedule optimisations
Preview: http://rstudio.trafi.com:3838/shiny/shedules/
![Page 17: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/17.jpg)
User/behaviour analysisreal time dashboards
What?• Most popular searched routes on a map• Most popular search starting points and destinations• Most popular routes to/from specific stops• Routes with most “agony” (waiting time and stops)
Why?• Predict changes in occupancy• Alert to unusual route search behaviour• Understand user demand per route
Preview: http://rstudio.trafi.com:3838/shiny/popularRoutes
![Page 18: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/18.jpg)
Track map generationtools for transit authorities
What?• Automatic generation of track maps based on real
time data, in custom colour schemes.• Automatic detection of temporary or permanent
route changes e.g. due to building works.
Why?• Fast and accurate refresh of manually created track
maps to actual situation • Possibility to re-generate maps for online publication
to notify passengers of such changes.
![Page 19: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/19.jpg)
GPS tracker solutionfast and low cost fleet upgrade
Successfully implemented in Lithuania, our GPS tracker solution offers all the benefits at a fraction of the cost and complication.
• internet-based control centre: dashboards for central tracking of all buses, signalling when buses leave their routes;
• predictive analysis yielding up to 200% higher accuracy of arrival time predictions;
• empowering passengers with real-time bus movements and arrival time prediction in their pocket and on bus-stop information panels;
• cloud-based and following the latest standards: robust, reliable secure and scalable.
No back-end installation, no servers, no maintenance. Implemented in minutes, not months.
![Page 20: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/20.jpg)
TRAFI can provide targeted messaging to passengers
Our app provides a targeted method of reaching passengers, by route taken (currently or in the past), by time of day or any other filter.
For example, transport agencies could improve messaging by proactively making morning commuters on bus 53 aware of a delay due to a road closure tomorrow morning. TRAFI
! there’s a road closure on route 53
![Page 21: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/21.jpg)
Our architecture combinedcloud-based scalability and reliability
Our popular TRAFI app combines public transport information from multiple sources with advanced analytics to offer the most accurate information free for passengers.
TRAFI data-warehouseand analytics
TRAFI App
API server Dashboard server
Agency Management
system
Schedules, route paths,
bus assignments
![Page 22: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/22.jpg)
Our architecture combinedcloud-based scalability and reliability
Our popular TRAFI app combines public transport information from multiple sources with advanced analytics to offer the most accurate information free for passengers.
Our communication API is open for usage by agencies and partners to power information screens, websites and apps.
TRAFI data-warehouseand analytics
TRAFI App Information screens
Agency/partner apps and websites
API server Dashboard server
Agency Management
system
Schedules, route paths,
bus assignments
![Page 23: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/23.jpg)
Our architecture combinedcloud-based scalability and reliability
Our popular TRAFI app combines public transport information from multiple sources with advanced analytics to offer the most accurate information free for passengers.
Our communication API is open for usage by agencies and partners to power information screens, websites and apps.
Our analytics system creates web-based dashboards for internal usage which are also made available to agencies for usages in traffic control rooms. TRAFI data-warehouse
and analytics
Agency dashboardsTRAFI App Information screens
Agency/partner apps and websites
API server Dashboard server
Agency Management
system
Schedules, route paths,
bus assignments
![Page 24: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/24.jpg)
Our architecture combinedcloud-based scalability and reliability
Our popular TRAFI app combines public transport information from multiple sources with advanced analytics to offer the most accurate information free for passengers.
Our communication API is open for usage by agencies and partners to power information screens, websites and apps.
Our analytics system creates web-based dashboards for internal usage which are also made available to agencies for usages in traffic control rooms.
And our GPS tracker solution even offers a fast and easy real-time step-up.
GPSsignal
Bus with GPStracker
3G phone signal
Agency dashboardsTRAFI App Information screens
Agency/partner apps and websites
TRAFI data-warehouseand analytics
API server Dashboard server
Agency Management
system
Schedules, route paths,
bus assignments
![Page 25: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/25.jpg)
Vilnius
Istanbul
60%
51%
Realising our aimgetting more people to use public transport
TRAFI believes Public Transport is key to solving congestion, solving our climate crisis and making cities more enjoyable.
We are working hard on making public transport more convenient:
• easier to understand though easy route-search• more predictable through our unique statistical approach• more enjoyable through our news section
62% of passengers in the UK would like to reduce time commuting. We cannot change traffic, but we can make it easier, more predictable and more enjoyable.
TRAFI’s results:Up to 60% of people use public transport more after using TRAFI*
* TRAFI survey of 5,000 passengers
![Page 27: TRAFI](https://reader031.fdokumen.site/reader031/viewer/2022022202/587b7b1e1a28abc62f8b781b/html5/thumbnails/27.jpg)
Number one in Estonia, Lithuania, Latvia and Turkey
Expanding in Brazil and Russia
Recently launched in Taiwan
Breaking News!TRAFI will be live in India in the coming week
And now in Bangalore, Mumbai and *********!!!!!