Systems, Methods, and Apparatus for Hazard Grade Determination for an Insurance Product

• US 20160012542A1
• Filed: 07/11/2014
• Published: 01/14/2016
• Est. Priority Date: 07/11/2014
• Status: Abandoned Application

• Current Assignee: The Travelers Indemnity Company (The Travelers Cos., Inc.)
• Original Assignee: The Travelers Indemnity Company (The Travelers Cos., Inc.)
• Inventors: Steben, Christine L., Fulton, Timothy J.
• Application Number:
  US14/328,869
• Publication Number:
  US 20160012542A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06Q 40/08 Insurance

Abstract

Systems, apparatus, methods, and articles of manufacture provide for determining a hazard grade associated with an insurance product (e.g., for use in calculating a premium for the insurance product). Some embodiments allow for an insurance agent to provide underwriting information and receive a quote based on an automated insurance underwriting process.

Claims

1. A specially-programmed computerized processing device, comprising:

a computerized processor; and

a memory in communication with the processor, the memory storing specially-programmed instructions that when executed by the computerized processor result in;

receiving, from a user device, an indication of identifying information of a business for which an insurance product is sought;

determining a business classification of the business;

determining at least one available insurance policy type for the insurance product based on the business classification;

determining an initial hazard grade for the insurance product based on the business classification;

providing, to the user device, a plurality of underwriting questions based on the at least one available insurance policy type;

receiving, in response to the providing of the plurality of underwriting questions, at least one answer to the plurality of underwriting questions;

determining, based on the initial hazard grade and the at least one answer to the plurality of underwriting questions, a final hazard grade for the insurance product; and

determining a premium for the insurance product based on the final hazard grade.

2. The specially-programmed computerized processing device of claim 1, wherein the specially-programmed instructions, when executed by the computerized processor, further result in:

selling, to a customer, the insurance product based on the premium.

3. The specially-programmed computerized processing device of claim 1, wherein the identifying information of the business comprises at least one of a business name, annual sales data for the business, annual payroll data for the business, and a business location.

4. The specially-programmed computerized processing device of claim 1, wherein determining of the business classification is based on third-party data and the identifying information of the business.

5. The specially-programmed computerized processing device of claim 1, wherein receiving the at least one answer to the plurality of underwriting questions comprises receiving a respective answer for each of the plurality of underwriting questions.

6. The specially-programmed computerized processing device of claim 1, wherein determining, based on the initial hazard grade and the at least one answer to the plurality of underwriting questions, the final hazard grade for the insurance product comprises:

determining at least one hazard grade modification rule.

7. The specially-programmed computerized processing device of claim 6, wherein the specially-programmed instructions, when executed by the computerized processor, further result in:

determining an effect of the at least one answer on the initial hazard grade based on the at least one hazard grade modification rule.

8. The specially-programmed computerized processing device of claim 1, wherein determining, based on the initial hazard grade and the at least one answer to the plurality of underwriting questions, the final hazard grade for the insurance product comprises:

determining a final hazard grade score for the insurance product based on the initial hazard grade and the at least one answer to the plurality of underwriting question; and

determining the final hazard grade for the insurance product based on the final hazard grade score.

9. The specially-programmed computerized processing device of claim 8, wherein determining the final hazard grade for the insurance product based on the final hazard grade score comprises:

determining that the final hazard grade score is within a predetermined hazard grade score range corresponding to the final hazard grade.

10. The specially-programmed computerized processing device of claim 1,

wherein the at least one answer to the plurality underwriting questions comprises a first answer to a corresponding first underwriting question;

and

wherein determining, based on the initial hazard grade and the at least one answer to the plurality of underwriting questions, the final hazard grade for the insurance product comprises;

determining a final hazard grade for the first question based on the first answer and a first hazard grade modification rule.

11. The specially-programmed computerized processing device of claim 10, wherein the specially-programmed instructions, when executed by the computerized processor, further result in:

determining a final hazard grade score for the first question based on the final hazard grade for the first question.

12. The specially-programmed computerized processing device of claim 11, wherein determining the final hazard grade score for the first question based on the final hazard grade comprises:

determining a default hazard grade score corresponding to the final hazard grade for the first question.

13. The specially-programmed computerized processing device of claim 10,

wherein the at least one answer to the plurality underwriting questions further comprises a second answer to a corresponding second underwriting question;

wherein determining, based on the initial hazard grade and the at least one answer to the plurality of underwriting questions, the final hazard grade for the insurance product comprises;

determining a final hazard grade score for the first question based on the final hazard grade,

determining a final hazard grade for the second question based on the second answer and a second hazard grade modification rule,

determining a final hazard grade score for the second question based on the second hazard grade, and

determining the final hazard grade for the insurance product based on the final hazard grade score for the first question and the final hazard grade score for the second question.

14. The specially-programmed computerized processing device of claim 13,

wherein the first underwriting question and the second underwriting question are associated with a first hazard grade category;

and

wherein the specially-programmed instructions, when executed by the computerized processor, further result in;

determining a hazard grade score for the first hazard grade category based on the final hazard grade score for the first question and the final hazard grade score for the second question.

15. The specially-programmed computerized processing device of claim 14, wherein determining the hazard grade score for the first hazard grade category based on the final hazard grade score for the first question and the final hazard grade score for the second question comprises:

calculating an average hazard grade score for the first hazard grade category based on the final hazard grade score for the first question and the final hazard grade score for the second question.

16. The specially-programmed computerized processing device of claim 1, wherein determining, based on the initial hazard grade and the at least one answer to the plurality of underwriting questions, the final hazard grade for the insurance product comprises:

determining a first hazard grade score for a first hazard grade category;

determining a second hazard grade score for a second hazard grade category;

determining a first hazard grade category weight associated with the first hazard grade category;

determining a second hazard grade category weight associated with the second hazard grade category;

calculating a final hazard grade score for the insurance product by multiplying the first hazard score by the first hazard grade category weight and multiplying the second hazard score by the second hazard grade category weight; and

determining the final hazard score based on the calculated final hazard grade score.

17. The specially-programmed computerized processing device of claim 1, wherein the final hazard grade comprises a ranking indicative of a level of risk.

18. The specially-programmed computerized processing device of claim 1, wherein the insurance product comprises an errors and omissions policy type.

19. The specially-programmed computerized processing device of claim 1, wherein determining the premium for the insurance product based on the final hazard grade comprises:

determining a base rate for the insurance product based on the final hazard grade.