Using images and voice recordings to facilitate underwriting life insurance
View Patent ↗A system and method for evaluating an insurance applicant as part of an underwriting process to determine one or more appropriate terms of life or other insurance coverage, such as premiums. A processing element employing a neural network is trained to correlate aspects of appearance and/or voice with personal and/or health-related characteristic. A database of images and/or voice recordings of individuals with known personal and/or health-related characteristics is provided for this purpose. The processing element is then provided with an image and/or voice recording of the insurance applicant. The image may be an otherwise non-diagnostic image, such as an ordinary “selfie.” The trained processing element analyzes the image of the insurance applicant, with their permission or affirmative consent, to determine the personal and/or health-related characteristic for the insurance applicant, and then, based upon that analysis, facilitates the underwriting process and/or suggests the one or more appropriate terms of insurance coverage.
1. A system for evaluating an insurance applicant as part of an underwriting process to determine one or more terms of insurance coverage, the system comprising:
a data receiving circuit configured to receive moving image and audio data of the insurance applicant; and
a processor comprising an electronic circuit—
trained to correlate aspects of appearance and voice with a personal and/or health-related characteristic by being provided with a database of moving image and audio data of individuals having known personal and/or health-related characteristics, and
configured to analyze the moving image and audio data of the insurance applicant to determine the personal and/or health-related characteristic for the insurance applicant, and to suggest a term of insurance coverage based at least in part on the determined personal and/or health-related characteristic.
2. The system as set forth in claim 1 , wherein the insurance coverage is life insurance coverage.
3. The system as set forth in claim 1 , wherein the term of insurance coverage includes an insurance premium or discount.
4. The system as set forth in claim 1 , wherein the moving image data of the insurance applicant includes a digital image.
5. The system as set forth in claim 1 , wherein the moving image data of the insurance applicant includes an analog image.
6. The system as set forth in claim 1 , wherein the processor is further—
trained to correlate aspects of appearance with the personal and/or health-related characteristic by being provided with additional data of the database comprising still image data of individuals having the known personal and/or health-related characteristics,
configured to determine the personal and/or health-related characteristic for the insurance applicant in part by analyzing a still image of the insurance applicant.
7. The system as set forth in claim 6 , wherein the still image of the insurance applicant is an otherwise non-diagnostic conventional image.
8. The system as set forth in claim 7 , wherein the still image of the insurance applicant is a selfie taken by the insurance applicant.
9. The system as set forth in claim 1 , wherein the processor is trained using supervised machine learning.
10. The system as set forth in claim 1 , wherein training the processor is trained using unsupervised machine learning.
11. The system as set forth in claim 1 , wherein the processor employs a neural network.
12. The system as set forth in claim 11 , wherein the neural network is a convolutional neural network.
13. The system as set forth in claim 11 , wherein the neural network is a deep learning neural network.
14. The system as set forth in claim 1 , wherein the personal and/or health-related characteristic is selected from the group consisting of: age, sex, weight, height, ethnicity, lifespan, cause of death, tobacco use, alcohol use, drug use, diet, and existing medical conditions, risk factors for future medical conditions.
15. The system as set forth in claim 1 , wherein the processor is further configured to use the determined personal and/or health-related characteristic to verify information provided by the insurance applicant.
16. The system as set forth in claim 1 , wherein the processor is further configured to use the determined personal and/or health-related characteristic to substantially automatically determine the term of coverage.
17. A system for evaluating an insurance applicant as part of an underwriting process to determine a life insurance premium, the system comprising:
a data receiving circuit configured to receive otherwise non-diagnostic conventional moving image and audio data of the insurance applicant; and
a processor comprising an electronic circuit employing a neural network and—
trained to correlate one or more aspects of appearance and/or voice with a personal and/or health-related characteristic by being provided with a database of otherwise non-diagnostic conventional moving image and audio data of individuals having known personal and/or health-related characteristics, and
configured to analyze the otherwise non-diagnostic conventional moving image and audio data of the insurance applicant to determine the personal and/or health-related characteristic for the insurance applicant, to use the determined personal and/or health-related characteristic to verify information provided by the insurance applicant, and to substantially automatically determine the life insurance premium based at least in part on the determined personal and/or health-related characteristic.