Advanced Air Mobility 2024
Page 7 of 21 · WEF_Advanced_Air_Mobility_2024.pdf
Automation taxonomy for aviation FIGURE 1
Manual Low automation Partial automation High automation
Controls all functions Controls all functions
Some functions can
be automated (e.g.
speed, altitude)Autonomy
Automated system
follows assigned
flight plan with
adjustments based
on ATC or all hazards
Pilot/supervisor can
override decisionsIncreasing automation
Illustrative examples**Types of automationHuman-in-the-loop Human-on-the-loop Human-over-the-loop
Human operates aircraftHuman
instructs aircraftHuman
supervises aircraftHuman supervises
aircraft or fleetHuman involvement
One aircraft only One or a few aircraft Many aircraft Workload capacity
Pilot/supervisor
tasks and
responsibilitiesMain functions are
automated
Human control can
be assumed over
most functionsAll functions are automated
Functions can be instructed, if needed
Controls flight plan Manages flight plan
Gets support from
automated navigation Automated system
follows assigned flight
plan with adjustments
based on ATC or some
hazards
Pilot/supervisor can
override decisionsAviate Navigate CommunicateSystem determines
flight plan based on
assigned mission with
adaptation based on
real-time information
Pilot/supervisor can
override decisions
Clearances and
requests from ATC
are mainly automated
Pilot/supervisor
maintains verbal
communicationCommunicates
directly with ATC*
and othersCommunicates directly
with ATC and others
Some functions are
automated (e.g.
situational updates)Some clearances and
requests from ATC
are automated
Pilot/supervisor
maintains verbal
communicationSystem determines
flight plan based on
assigned mission with
adaptation based on
real-time information
Pilot/supervisor can
override decisions
Remotely-supervised
air taxis
Remotely-supervised
dronesBasic general
aviation aircraft
First generation
commercial aircraftConsumer drones
Commercial jetlinersModern commercial
jetliners
First generation
eVTOLs***
BVLOS****
commercial dronesAutonomous air taxi
fleets
Autonomous delivery
drone fleets
Note: *ATC: Air traffic control; **These examples aim to simplify understanding by illustrating with familiar aircraft types. The type of automation will depend on the
embedded systems; ***eVTOL: Electric vertical take-off and landing vehicle; ****BVLOS: Beyond visual line of sight
Source: World Economic Forum
Figure 1 can be used as a taxonomy to provide
a widely accepted language on the roles and
responsibilities of humans and aircraft. It is important
to note that different research bodies from academia
and industry are currently working on detailed taxonomies. The taxonomy above aims to be
comprehensive for broader stakeholders. Converging
on a joint understanding of autonomy will be a key
cornerstone for international, unanimous regulation,
and its execution across various jurisdictions.
Advanced Air Mobility: Shaping the Future of Aviation
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