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Live automation impact run

Aviation

Explore potential AI-driven changes across Aviation's workforce. Below our AI Analyst approximates their organizational composition and maps identified roles to occupational standards. Allowing us to estimate automation and augmentation opportunities for different positions.

While these are indicative projections rather than precise measurements, they're grounded in real-world data: task-level usage patterns from Claude interactions analyzed in Anthropic's Economic Index.

Potential workforce impact score
8.48.4%
  • Automation6%
  • Augmentation2%

Workforce impact

Estimated via AI

6 cited sources

Aviation is a representative mid-sized aviation services company providing Fixed Base Operations (FBO), aircraft maintenance, charter services, and ground handling. Note: Unable to locate a specific company named 'Aviation' - this analysis models a typical aviation services organization based on industry benchmarks with approximately 750 employees. The organization structure reflects standard aviation industry functional divisions including flight operations, maintenance, ground services, and corporate support functions. The aviation sector is characterized by highly regulated, safety-critical operations with significant technical expertise requirements and limited automation potential in core operational roles.

AI Estimate1/6/2026

Biggest Exposure

Corporate & Administrative
Functional Distribution • 115 people
Auto 25% · Aug 8%

Augmentation Lift

Corporate & Administrative
Functional Distribution • 115 people
Auto 25% · Aug 8%

Manual Load

Maintenance & Technical Services
Functional Distribution • 240 people
Auto 0% · Aug 0%

Functional Distribution

SegmentHeadcountAutoAug
11525%8%
1405%2%
308%15%
258%0%
1801%0%
2400%0%

Seniority Level

SegmentHeadcountAutoAug
16518%5%
4252%1%
626%5%
901%1%
80%10%
Workforce estimate: 750Last updated 1/6/2026, 11:37:07 PM

Analyst narrative

Thinking

The user wants me to analyze "Aviation" company and create a detailed workforce automation impact report. Let me start by understanding what this company is.

First, I need to search for basic information about Aviation company to understand:

  1. What industry they're in
  2. How many employees they have
  3. What their main business functions are
  4. Where they're headquartered

Let me start with parallel searches to gather context about this company. I'll search for:

  • Basic company information
  • Employee count
  • Organizational structure
  • Recent news/information

I should search broadly first to understand which "Aviation" company this refers to - it could be a specific company or industry reference.

I'll analyze the Aviation company and create a comprehensive workforce automation impact report. Let me start by gathering information about the organization.

SearchedAviation company employees headquarters

10 results

SearchedAviation company organizational structure

10 results

SearchedAviation company workforce size departments

10 results

SearchedAviation company about business operations

10 results
Thinking

Looking at the search results, I'm seeing information about various aviation companies (Boeing, US Aviation Group, ACG, Jet Aviation, etc.) but no single company specifically named "Aviation" or "aviation".

The term "Aviation" appears to be too generic and could refer to:

  1. A specific small company called "Aviation"
  2. The aviation industry broadly
  3. US Aviation Group (mentioned with 201-500 employees)
  4. Aviation Capital Group (51-200 employees)
  5. Jet Aviation (1,001-5,000 employees)

Looking at the user request, they said "Target company: Aviation" with domain "aviation" - this is likely either:

  • A placeholder/test company name
  • Referring to the general aviation industry
  • Or a specific small company I haven't found yet

Let me search more specifically for "Aviation company" with headquarters or office locations to see if there's a specific company called just "Aviation".

Actually, looking more carefully - the user provided a domain "aviation" in parentheses. This suggests they might be referring to a specific company with that domain or name. Let me search for more specific information.

Searched"Aviation" company employees headquarters 2025

10 results

SearchedAviation LLC company workforce

10 results

SearchedAviation Inc company organizational structure

10 results
Thinking

Based on my extensive searches, I have not found a specific company called just "Aviation" with clear employee counts and organizational data. The search results show:

  1. Generic airline/aviation industry structure information
  2. Various aviation-related companies (Signature Aviation, US Aviation Group, Jet Aviation, etc.)
  3. Aviation staffing companies
  4. Industry structure patterns

Since the user provided "Aviation (aviation)" as the target company with domain "aviation" in parentheses, this appears to be either:

  • A test/placeholder scenario
  • A generic aviation industry reference
  • An instruction to analyze a typical aviation company

Given the instructions state I should "make reasonable assumptions and document them rather than asking for clarification," I will proceed with creating an analysis based on a representative mid-sized aviation services company. I'll use industry benchmarks and typical aviation company structures to build out the organization.

Let me assume this is a mid-sized Fixed Base Operations (FBO) and aviation services company with around 500-1,000 employees, which is a reasonable interpretation given the generic nature of the name. This would place it in the "SMALL" category (51-500) or at the low end of "MEDIUM" (501-5,000).

I'll use the typical aviation company structure identified in my research and apply reasonable headcount estimates based on industry patterns. Let me now proceed to gather ONET data for the key aviation roles identified.

Based on my research, I was unable to locate a specific company named simply "Aviation." I will proceed by creating an analysis based on a representative aviation services company with typical industry structure. I'll assume a mid-sized aviation operations and services company with approximately 750 employees, which aligns with common FBO (Fixed Base Operations) and aviation service providers.

Let me now gather automation/augmentation data for the key ONET roles in aviation:

O*NET high-level summary21 matched · 2 unmatched
Aircraft Mechanics and Service Technicians
Installation, Maintenance, and Repair49-3011.00
38 tasks
Commercial Pilots
Transportation and Material Moving53-2012.00
26 tasks
Airline Pilots, Copilots, and Flight Engineers
Transportation and Material Moving53-2011.00
26 tasks
Flight Attendants
Transportation and Material Moving53-2031.00
24 tasks
Avionics Technicians
Installation, Maintenance, and Repair49-2091.00
13 tasks
Aircraft Cargo Handling Supervisors
Transportation and Material Moving53-1011.00
5 tasks
Aerospace Engineers
Architecture and Engineering17-2011.00
18 tasks
Airfield Operations Specialists
Transportation and Material Moving53-2022.00
24 tasks
General and Operations Managers
Management11-1021.00
17 tasks
First-Line Supervisors of Mechanics, Installers, and Repairers
Installation, Maintenance, and Repair49-1011.00
22 tasks
Customer Service Representatives
Office and Administrative Support43-4051.00
15 tasks
Office Clerks, General
Office and Administrative Support43-9061.00
21 tasks
Accountants
Business and Financial Operations13-2011.01
16 tasks
Human Resources Specialists
Business and Financial Operations13-1071.00
25 tasks
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive
Office and Administrative Support43-6014.00
32 tasks
Marketing Managers
Management11-2021.00
20 tasks
Computer Systems Analysts
Computer and Mathematical15-1121.00
21 tasks
Network and Computer Systems Administrators
Computer and Mathematical15-1142.00
20 tasks
Shipping, Receiving, and Traffic Clerks
Office and Administrative Support43-5071.00
11 tasks
Cleaners of Vehicles and Equipment
Transportation and Material Moving53-7061.00
21 tasks
Janitors and Cleaners, Except Maids and Housekeeping Cleaners
Building and Grounds Cleaning and Maintenance37-2011.00
23 tasks
Could not match some roles
  • Transportation, Storage, and Distribution Managers
  • Sales Representatives, Services
O*NET high-level summary11 matched · 3 unmatched
Storage and Distribution Managers
Management11-3071.02
30 tasks
Chief Executives
Management11-1011.00
31 tasks
Financial Managers, Branch or Department
Management11-3031.02
21 tasks
Training and Development Specialists
Business and Financial Operations13-1151.00
20 tasks
Purchasing Agents, Except Wholesale, Retail, and Farm Products
Business and Financial Operations13-1023.00
19 tasks
Maintenance and Repair Workers, General
Installation, Maintenance, and Repair49-9071.00
30 tasks
Reservation and Transportation Ticket Agents and Travel Clerks
Office and Administrative Support43-4181.00
21 tasks
Cargo and Freight Agents
Office and Administrative Support43-5011.00
24 tasks
Dispatchers, Except Police, Fire, and Ambulance
Office and Administrative Support43-5032.00
13 tasks
Laborers and Freight, Stock, and Material Movers, Hand
Transportation and Material Moving53-7062.00
21 tasks
Industrial Truck and Tractor Operators
Transportation and Material Moving53-7051.00
11 tasks
Could not match some roles
  • Sales Representatives, Services, All Other
  • Automotive Service Technicians and Mechanics
  • Safety EngineersDid you mean Sales Engineers?Try: Mining and Geological Engineers, Including Mining Safety Engineers, Product Safety Engineers
O*NET high-level summary4 matched · 0 unmatched
Sales Engineers
Sales and Related41-9031.00
25 tasks
Product Safety Engineers
Architecture and Engineering17-2111.03
6 tasks
Automotive Master Mechanics
Installation, Maintenance, and Repair49-3023.01
24 tasks
Security Guards
Protective Service33-9032.00
12 tasks

Now I'll compile the comprehensive organizational report:

Final organisation automation report