# US 2019/0171982 A1 · Financial Modeling and Prediction System > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 2019/0171982 A1 - Document ID: US20190171982A1 - Status: Published application - Kind: A1 - Application number: 15/830,027 - Filed: 2017-12-04 - Published: 2019-06-06 - Earliest claimed: 2017-12-04 - Inventors: Robert J. Kirk - Web page: https://patentgrep.com/patent/US20190171982A1 ## CPC - G06Q 10/067: Enterprise or organisation modelling - G06Q 40/06: Asset management; Financial planning or analysis - G06Q 40/00: Finance; Insurance; Tax strategies; Processing of corporate or income taxes - G06Q 40/12: Accounting - G06Q: INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR ## Abstract A financial analysis system retrieves data from a myriad of public and/or private data sources to develop a financial model that takes into account many life situations that an individual may experience. Together with detailed information regarding the individual such as age, race/ethnic background, marital status, occupation, family information, health data, career data, place of living/work, expected future expenditures, goals, lifestyles, etc. From these, the financial analysis system predicts future financial situations such as savings/assets, cash flow, etc., based upon the individual's data in view of the myriad of data sources that are available, providing a more accurate view of what the future financial situation shall be for that individual. ## Claims ### Claim 1 A system for financial prediction, the system comprising: a computer; a plurality of data sources that are accessible by the computer; for each data source, software running on the computer accesses the each data source, extracts data from the each data source, and inputs the data into a knowledge base having artificial intelligence; the software gathers user data comprising a name of a user, an age of the user, a gender of the user, an ethnicity of the user, and a current financial profile related to the user of the system for financial prediction; using the user data and the knowledge base, the software predicts future life events, the life events associated with a financial impact to a financial profile of the user; and using the future life events and the financial impact, generating a report showing the life events and financial data over time. ### Claim 2 (depends on 1) The system of claim 1, wherein the user data further comprises an educational level of the user, a degree type/field of the user, a residency of the user, and an indication of rural or urban living of the user. ### Claim 3 (depends on 2) The system of claim 2, wherein the user data further comprises a marital status of the user, a list of children of the user along with ages for each child in the list of children, and a marriage age when the user was married. ### Claim 4 (depends on 3) The system of claim 3, wherein the user data further comprises a type of dwelling of the user; and if a dwelling of the user was purchased, an age of the user when the dwelling was purchased, a purchase price of the dwelling, a mortgage term, an interest rate, and a down payment amount related to a loan for the dwelling. ### Claim 5 (depends on 4) The system of claim 4, wherein the user data further comprises health-related information related to the user. ### Claim 6 (depends on 5) The system of claim 5, wherein the user data further comprises financial goals of the user. ### Claim 7 A method of making financial predictions, the method comprising: identifying a plurality of data sources; for each data source of the plurality of data sources, accessing the each data source, extracting data from the each data source, and importing the data into a knowledge base, the knowledge base having artificial intelligence; next, gathering user data from a user, the user data comprising a name of the user, an age of the user, a gender of the user, an ethnicity of the user, and a current financial profile related to the user; next, using the user data and the knowledge base to predict future life events, the life events associated with a financial impact to a financial profile of the user; and using the future life events and the financial impact, generating a report showing the life events and financial data over time. ### Claim 8 (depends on 7) The method of claim 7, further comprising the steps of monitoring each data source of the plurality of data sources for updates/changes and upon detecting the updates/changes in one of the data sources of the plurality of data sources, accessing the one of the data source, extracting data from the one of the data source, and importing the data into the knowledge base ### Claim 9 (depends on 7) The method of claim 7, wherein the user data further comprises an educational level of the user, a degree type/field of the user, a residency of the user, and an indication of rural or urban living of the user. ### Claim 10 (depends on 9) The method of claim 9, wherein the user data further comprises a marital status of the user, a list of children of the user along with ages for each child in the list of children, and a marriage age when the user was married. ### Claim 11 (depends on 10) The method of claim 10, wherein the user data further comprises a type of dwelling of the user; and if a dwelling of the user was purchased, an age of the user when the dwelling was purchased, a purchase price of the dwelling, a mortgage term, an interest rate, and a down payment amount related to a loan for the dwelling. ### Claim 12 (depends on 11) The method of claim 11, wherein the user data further comprises health-related information related to the user. ### Claim 13 (depends on 12) The method of claim 12, wherein the user data further comprises financial goals of the user. ### Claim 14 A system for financial prediction, the system comprising: a computer; a plurality of data sources that are accessible by the computer, the plurality of data sources comprising a bureau of labor and statistics data source, a centers for disease control data source, and a world health organization data source; first, for each data source of the plurality of data sources, software running on the computer accesses the each data source, extracts data from the each data source, and inputs the data into a knowledge base having artificial intelligence; second, the software running on the computer gathers user data comprising a name of a user, an age of the user, a gender of the user, an ethnicity of the user, and a current financial profile related to the user of the system for financial prediction; third, using the user data and the knowledge base, the software running on the computer predicts future life events, the life events associated with a financial impact to a financial profile of the user; and fourth, using the future life events and the financial impact, the software running on the computer generating a report showing the life events and financial data over time. ### Claim 15 (depends on 14) The system of claim 14, wherein the user data further comprises an educational level of the user, a degree type/field of the user, a residency of the user, and an indication of rural or urban living of the user. ### Claim 16 (depends on 15) The system of claim 15, wherein the user data further comprises a marital status of the user, a list of children of the user along with ages for each child in the list of children, and a marriage age when the user was married. ### Claim 17 (depends on 16) The system of claim 16, wherein the user data further comprises a type of dwelling of the user; and if a dwelling of the user was purchased, an age of the user when the dwelling was purchased, a purchase price of the dwelling, a mortgage term, an interest rate, and a down payment amount related to a loan for the dwelling. ### Claim 18 (depends on 17) The system of claim 17, wherein the user data further comprises health-related information related to the user. ### Claim 19 (depends on 18) The system of claim 18, wherein the user data further comprises financial goals of the user. ### Claim 20 (depends on 14) The system of claim 14, wherein the plurality of data sources further comprises a bureau of labor and statistics data source and a world bank data source.