Will vehicle inspectors be replaced by AI?
Updated
Vehicle inspectors score 31 of 100 for AI exposure. 60% of their task time still needs a person. AI can do 17% today and speed up another 23%.
- 17% AI can do it
- 23% AI helps
- 60% Needs a person
Moderate exposure
Lower than 60% of the 923 occupations we scored.
Task by task
We graded 14 tasks, listed here from most to least exposed. AI can do 3 of them today, speeds up 4 and leaves 7 to people.
| Task | AI exposure |
|---|---|
| Prepare reports on investigations or inspections and actions taken. Drafting inspection reports from notes is routine writing work. | 78% AI can do it |
| Review commercial vehicle logs, shipping papers, or driver and equipment records to detect any problems or to ensure compliance with regulations. Records review against rules is pattern matching AI handles well. | 65% AI can do it |
| Examine carrier operating rules, employee qualification guidelines, or carrier training and testing programs for compliance with regulations or safety standards. Checking carrier policies against regulations is text comparison work. | 62% AI can do it |
| Issue notices and recommend corrective actions when infractions or problems are found. AI drafts notices; issuing and choosing fixes needs official authority. | 55% AI helps |
| Investigate incidents or violations, such as delays, accidents, and equipment failures. AI can organize evidence and draft findings; investigators decide cause. | 40% AI helps |
| Investigate complaints regarding safety violations. AI helps sort evidence; interviews and site visits need people. | 40% AI helps |
| Identify modifications to engines, fuel systems, emissions control equipment, or other vehicle systems to determine the impact of modifications on inspection procedures or conclusions. AI can look up modification rules and impacts, person decides. | 35% AI helps |
| Conduct vehicle or transportation equipment tests, using diagnostic equipment. Running diagnostic tests on equipment is hands on work. | 15% Needs a person |
| Conduct remote inspections of motor vehicles, using handheld controllers and remotely directed vehicle inspection devices. Operating remote inspection devices is live hands on work. | 14% Needs a person |
| Inspect vehicles or equipment to ensure compliance with rules, standards, or regulations. Physical checks against rules need an inspector on site. | 12% Needs a person |
Show the other 4 tasks
| Task | AI exposure |
|---|---|
| Inspect vehicles or other equipment for evidence of abuse, damage, or mechanical malfunction. Visual damage check requires a person physically present. | 11% Needs a person |
| Inspect repairs to transportation vehicles or equipment to ensure that repair work was performed properly. Verifying repair quality means hands on physical inspection. | 10% Needs a person |
| Conduct visual inspections of emission control equipment and smoke emitted from gasoline or diesel vehicles. Judging smoke and emission equipment by sight needs a person. | 9% Needs a person |
| Attach onboard diagnostics (OBD) scanner cables to vehicles to conduct emissions inspections. Plugging OBD cables into vehicles is a physical task. | 4% Needs a person |
How vehicle inspectors compare
All occupations (923)
Transportation and material moving (52)
Pay and outlook in the US
- Median pay
- $92,100 a year, May 2025
- Projected change in jobs
- +2.2% from 2024 to 2034
Skills to build
- Run diagnostic scanner software on vehicle onboard systems
- Attach OBD scanner cables for emissions inspections
- Inspect vehicles for damage, abuse and mechanical malfunction
- Pull driver and vehicle records from CDLIS for inspections
- Run ASPEN for carrier safety audits and compliance reviews
- Analyze inspection data in Microsoft Excel and SQL
Safer roles nearby
5 related occupations with lower scores.
Questions about vehicle inspectors and AI
Will AI replace vehicle inspectors?
Partly. About 3 in 10 working hours go to tasks AI can already do, mostly drafting inspection reports and reviewing commercial vehicle logs and shipping papers. Hands-on checks on vehicles and the authority to issue notices stay with people.
Which tasks is AI taking over for vehicle inspectors?
Preparing inspection reports has the highest exposure score at 78, because drafting findings from notes is routine writing. Reviewing commercial vehicle logs and driver records scores 65, since checking records against rules is pattern matching. Carrier policy reviews score 62 for the same reason.
Which tasks stay human for vehicle inspectors?
Conducting remote inspections scores 14 and stays with people because operating handheld controllers is live work. Inspecting vehicles for damage or malfunction scores 11 because a person must be physically present. Attaching OBD scanner cables scores 4 because it is a physical task.
How can vehicle inspectors stay valuable as AI takes on paperwork?
Build hands-on skill with diagnostic scanner software and OBD tools, since physical checks carry the lowest exposure. Take on the notice-issuing step by holding enforcement authority and learning the rules behind each infraction. Use Excel and SQL to analyze inspection data, and use CDLIS and ASPEN records to target carriers.
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