Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

50.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Claims Adjusters, Examiners, and Investigators

They review insurance claims to decide if they should be approved or denied, ensuring everything is fair and accurate.

This role is evolving

This career is labeled as "Evolving" because AI tools are being integrated to handle routine tasks like data entry and processing claims, making these processes faster and more efficient. However, complex decisions and personal interactions, such as understanding ambiguous coverage and comforting customers, still rely on human skills like empathy and judgment.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

This role is evolving

This career is labeled as "Evolving" because AI tools are being integrated to handle routine tasks like data entry and processing claims, making these processes faster and more efficient. However, complex decisions and personal interactions, such as understanding ambiguous coverage and comforting customers, still rely on human skills like empathy and judgment.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Evolving iconEvolving

68.8%

68.8%

Microsoft's Working with AI

AI Applicability

Learn about this score
Evolving iconEvolving

33.6%

33.6%

Anthropic's Economic Index

Stable iconStable

73.6%

73.6%

Will Robots Take My Job

Automation Resilience

Learn about this score
Evolving iconEvolving

32.0%

32.0%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

-5.1%

Growth Percentile:

11.1%

Annual Openings:

21,100

Annual Openings Pct:

69.1%

Analysis of Current AI Resilience

Claims Adjusters

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Insurance companies are already using AI tools to help with routine parts of claims work. For example, a Deloitte report explains that computer-​vision and machine-​learning tools can handle repetitive tasks like “capturing damage photos, processing visual data… [and] estimating repair costs” much faster than a person [1]. A Bain study likewise notes insurers are piloting AI assistants that transcribe claim calls, summarize the facts, and even draft emails or letters for adjusters [2] [2].

These tools help speed up data entry and paperwork, freeing adjusters to focus on harder parts. In fact, surveys find claims jobs are already partly automated: about 29–41% of respondents say their work is “highly” or “moderately” automated, meaning roughly 70% or more of tasks have some computer support [3].

That said, not everything is run by robots. The tricky, human-built parts of claims still need a real person. Complex decisions – like judging ambiguous coverage or comforting a distraught customer – depend on empathy and experience.

Industry experts stress AI can’t replace those human skills [1] [2]. In short, today’s AI tools often handle the paperwork and basic fact-gathering in claims (for example, chatbots or voice-​bots can interview a claimant to collect routine details [2]), but the nuanced judgement and personal interaction still rest with human adjusters.

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AI Adoption

AI in the real world

Interest in AI in insurance is high, but adoption is uneven. Many insurers face rising claim costs and a wave of retirements among veteran adjusters [1], so they see AI as a solution. Indeed, one survey found 65% of carriers think technology (including AI) is the best way to cut rising claims costs [2], and 85% expect AI will transform claims in the next five years [4].

On the positive side, insurers say the top benefits would be faster processing and lower costs [4].

However, most companies are still in early stages. In practice, only a small share have fully rolled out AI: one report found just 7% of insurers had major AI claims projects, with 47% still in planning [4]. Barriers include high upfront costs, old IT systems, and the need for careful oversight.

Insurers worry about accidental bias or errors from AI, so they often pilot tools with human checks [2] [4]. In general, adopting AI slowly makes sense in this field: companies must balance the cost of new systems against trained staff, and they must meet privacy and fairness rules. In the meantime, experts emphasize that human adjusters – with skills like empathy, negotiation, and clear communication – remain essential.

AI will likely augment their work (handling routine chores and giving analysis), but it isn’t expected to replace the human touch in complex claims [1] [2]. Over time, learning to use AI tools can make adjusters’ jobs easier and let them focus on the most important issues, rather than taking those jobs away.

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More Career Info

Career: Claims Adjusters, Examiners, and Investigators

Employment & Wage Data

Median Wage

$76,790

Jobs (2024)

356,100

Growth (2024-34)

-5.1%

Annual Openings

21,100

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

70% ResilienceCore Task

Investigate and assess damage to property and create or review property damage estimates.

2

70% ResilienceSupplemental

Prepare reports to be submitted to company's data processing department.

3

65% ResilienceCore Task

Resolve complex, severe exposure claims, using high service oriented file handling.

4

65% ResilienceSupplemental

Obtain credit information from banks and other credit services.

5

60% ResilienceCore Task

Negotiate claim settlements and recommend litigation when settlement cannot be negotiated.

6

60% ResilienceCore Task

Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

7

55% ResilienceCore Task

Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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