Insurance Sales Agents: daily tasks & AI impact
This page breaks Insurance Sales Agents into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 65/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Customize insurance programs to suit individual customers, often covering a variety of risks. Core | 4.43 | — | — |
| Sell various types of insurance policies to businesses and individuals on behalf of insurance companies, including automobile, fire, life, property, medical and dental insurance, or specialized policies, such as marine, farm/crop, and medical malpractice. Core | 4.37 | — | — |
| Explain features, advantages, and disadvantages of various policies to promote sale of insurance plans. Core | 4.23 | — | — |
| Perform administrative tasks, such as maintaining records and handling policy renewals. Core | 4.19 | — | — |
| Seek out new clients and develop clientele by networking to find new customers and generate lists of prospective clients. Core | 4.14 | — | — |
| Call on policyholders to deliver and explain policy, to analyze insurance program and suggest additions or changes, or to change beneficiaries. Core | 4.13 | — | — |
| Confer with clients to obtain and provide information when claims are made on a policy. Core | 4.08 | — | — |
| Interview prospective clients to obtain data about their financial resources and needs, the physical condition of the person or property to be insured, and to discuss any existing coverage. Core | 4.06 | — | — |
| Contact underwriter and submit forms to obtain binder coverage. Core | 4.05 | — | — |
| Select company that offers type of coverage requested by client to underwrite policy. Core | 4 | — | — |
| Ensure that policy requirements are fulfilled, including any necessary medical examinations and the completion of appropriate forms. Core | 3.96 | — | — |
| Monitor insurance claims to ensure they are settled equitably for both the client and the insurer. Supplemental | 3.93 | — | — |
| Develop marketing strategies to compete with other individuals or companies who sell insurance. Core | 3.9 | — | — |
| Calculate premiums and establish payment method. Core | 3.85 | — | — |
| Attend meetings, seminars, and programs to learn about new products and services, learn new skills, and receive technical assistance in developing new accounts. Core | 3.57 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Insurance Sales Agents tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Insurance Sales Agents tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Insurance Sales Agents task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.