Artificially intelligent systems and methods for financial coaching provide personalized, fiduciary-compliant financial guidance through advanced machine learning architectures with measurable performance criteria. The systems implement privacy-preserving processing pipelines that detect personally identifiable information using multi-layered pattern recognition including regular expressions for formatted data sequences, named entity recognition with confidence thresholds above 0.85, and contextual analysis algorithms. A multi-step artificial intelligence processing workflow includes automated language detection, emotional tone classification with confidence scoring, financial profile transformation using predefined templates, context-aware question rephrasing, and semantic similarity matching employing vector embeddings with financial domain vocabulary weighting applying multiplier values between 1.3-2.0. Specialized training methodologies expand datasets through mathematical transformation functions utilizing statistical standard deviations with incremental variations between 0.5-2.0. Mood-based escalation logic automatically transfers users to human advisors when emotional indicators exceed confidence thresholds above 0.8. The systems maintain response times below 5 seconds while providing regulatory compliance through curated content sources and predefined fiduciary instruction parameters.
Artificially intelligent systems and methods for financial coaching provide personalized, fiduciary-compliant financial guidance through advanced machine learning architectures with measurable performance criteria. The systems implement privacy-preserving processing pipelines that detect personally identifiable information using multi-layered pattern recognition including regular expressions for formatted data sequences, named entity recognition with confidence thresholds above 0.85, and contextual analysis algorithms. A multi-step artificial intelligence processing workflow includes automated language detection, emotional tone classification with confidence scoring, financial profile transformation using predefined templates, context-aware question rephrasing, and semantic similarity matching employing vector embeddings with financial domain vocabulary weighting applying multiplier values between 1.3-2.0. Specialized training methodologies expand datasets through mathematical transformation functions utilizing statistical standard deviations with incremental variations between 0.5-2.0. Mood-based escalation logic automatically transfers users to human advisors when emotional indicators exceed confidence thresholds above 0.8. The systems maintain response times below 5 seconds while providing regulatory compliance through curated content sources and predefined fiduciary instruction parameters.
G06Q 40/06 - Asset managementFinancial planning or analysis
G06F 21/62 - Protecting access to data via a platform, e.g. using keys or access control rules
G10L 25/63 - Speech or voice analysis techniques not restricted to a single one of groups specially adapted for particular use for comparison or discrimination for estimating an emotional state
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing, by an application server layer, a user-facing application that accesses a data retention system and a predictive analytics system through a web services layer, the user-facing application being secured through use of a security token cached on a web browser that provides the user-facing application, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that processes data from a plurality of user accounts.
G06F 16/957 - Browsing optimisation, e.g. caching or content distillation
G06N 7/01 - Probabilistic graphical models, e.g. probabilistic networks
G06Q 40/04 - Trading Exchange, e.g. stocks, commodities, derivatives or currency exchange
H04L 67/02 - Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
H04L 67/289 - Intermediate processing functionally located close to the data consumer application, e.g. in same machine, in same home or in same sub-network
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing a user-facing application secured through use of a security token cached on a web browser, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that provides queries that are directed to assessing both risk willingness and goal ability, generates a risk willingness score and a goal ability score, selects a goal-based plan, and generating one or more instructions sets that are used to automatically reconfigure the plurality of user accounts to ensure that a goal is met within a specified time frame.
G06Q 40/06 - Asset managementFinancial planning or analysis
H04L 67/02 - Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing, by an application server layer, a user-facing application that accesses a data retention system and a predictive analytics system through a web services layer, the user-facing application being secured through use of a security token cached on a web browser that provides the user-facing application, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that processes data from a plurality of user accounts.
G06F 16/957 - Browsing optimisation, e.g. caching or content distillation
G06N 7/01 - Probabilistic graphical models, e.g. probabilistic networks
G06Q 40/04 - Trading Exchange, e.g. stocks, commodities, derivatives or currency exchange
H04L 67/02 - Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
H04L 67/289 - Intermediate processing functionally located close to the data consumer application, e.g. in same machine, in same home or in same sub-network
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing, by an application server layer, a user-facing application that accesses a data retention system and a predictive analytics system through a web services layer, the user-facing application being secured through use of a security token cached on a web browser that provides the user-facing application, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that processes data from a plurality of user accounts.
G06N 7/00 - Computing arrangements based on specific mathematical models
G06Q 40/04 - Trading Exchange, e.g. stocks, commodities, derivatives or currency exchange
H04L 67/02 - Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
G06F 16/957 - Browsing optimisation, e.g. caching or content distillation
H04L 67/289 - Intermediate processing functionally located close to the data consumer application, e.g. in same machine, in same home or in same sub-network
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing, by an application server layer, a user-facing application that accesses a data retention system and a predictive analytics system through a web services layer, the user-facing application being secured through use of a security token cached on a web browser that provides the user-facing application, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that processes data from a plurality of user accounts.
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing a user-facing application secured through use of a security token cached on a web browser, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that provides queries that are directed to assessing both risk willingness and goal ability, generates a risk willingness score and a goal ability score, selects a goal-based plan, and generating one or more instructions sets that are used to automatically reconfigure the plurality of user accounts to ensure that a goal is met within a specified time frame.
G06Q 40/02 - Banking, e.g. interest calculation or account maintenance
G06Q 40/06 - Asset managementFinancial planning or analysis
H04L 67/02 - Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing a user-facing application secured through use of a security token cached on a web browser, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that provides queries that are directed to assessing both risk willingness and goal ability, generates a risk willingness score and a goal ability score, selects a goal-based plan, and generating one or more instructions sets that are used to automatically reconfigure the plurality of user accounts to ensure that a goal is met within a specified time frame.
G06F 16/957 - Browsing optimisation, e.g. caching or content distillation
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing, by an application server layer, a user-facing application that accesses a data retention system and a predictive analytics system through a web services layer, the user-facing application being secured through use of a security token cached on a web browser that provides the user-facing application, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that processes data from a plurality of user accounts.
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing a user-facing application secured through use of a security token cached on a web browser, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that provides queries that are directed to assessing both risk willingness and goal ability, generates a risk willingness score and a goal ability score, selects a goal-based plan, and generating one or more instructions sets that are used to automatically reconfigure the plurality of user accounts to ensure that a goal is met within a specified time frame.
G06Q 40/06 - Asset managementFinancial planning or analysis
H04L 29/08 - Transmission control procedure, e.g. data link level control procedure
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing, by an application server layer, a user-facing application that accesses a data retention system and a predictive analytics system through a web services layer, the user-facing application being secured through use of a security token cached on a web browser that provides the user-facing application, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that processes data from a plurality of user accounts.
G06F 9/455 - EmulationInterpretationSoftware simulation, e.g. virtualisation or emulation of application or operating system execution engines
G06F 21/00 - Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
G06F 21/55 - Detecting local intrusion or implementing counter-measures
G06Q 40/06 - Asset managementFinancial planning or analysis
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
Systems and methods for secure messaging and automation are disclosed herein. An example method includes providing a user-facing application secured through use of a security token cached on a web browser, establishing a security protocol or security token utilized between the application server layer and the web services layer that is different from the security token cached on the web browser; and performing asynchronous processing based on user interaction with a goal-based planning application that provides queries that are directed to assessing both risk willingness and goal ability, generates a risk willingness score and a goal ability score, selects a goal-based plan, and generating one or more instructions sets that are used to automatically reconfigure the plurality of user accounts to ensure that a goal is met within a specified time frame.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
G06F 7/04 - Identity comparison, i.e. for like or unlike values
G06F 15/16 - Combinations of two or more digital computers each having at least an arithmetic unit, a program unit and a register, e.g. for a simultaneous processing of several programs
36 - Financial, insurance and real estate services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Provision of financial information in the fields of financial planning, [ portfolio management, ] wealth management, financial advisory services, retirement planning, tax planning, investing, [ investment management, ] charitable giving [ , brokerage accounts, and trading in financial vehicles ] ; providing a website featuring information, namely, digital content in the nature of documents, articles and informational resource tools in the fields of financial planning, [ portfolio management, ] wealth management, financial advisory services, retirement planning, tax planning, investing, [ investment management, ] charitable giving [ , brokerage accounts, and trading in financial vehicles ] ; financial services, namely, financial advice, [ investment management, ] financial planning, and financial consultancy; investment advisory services Software as a service (SAAS) services featuring software for creating financial plans, [ executing securities trades, ] and managing asset allocations in the fields of financial planning, [ portfolio management, ] wealth management, financial advisory services, retirement planning, investing, [ investment management, ] charitable giving [ , brokerage accounts, and trading in securities and other financial investment vehicles ] ; providing temporary use of online non-downloadable software for creating financial plans, [ executing securities trades, ] and managing asset allocations in the fields of financial planning, [ portfolio management, ] wealth management, financial advisory services, retirement planning, investing, [ investment management, ] charitable giving [ , brokerage accounts, and trading in financial vehicles ] ; providing temporary use of non-downloadable cloud-based software for creating financial plans, [ executing securities trades, ] and managing asset allocations in the fields of wealth creation and wealth management; providing temporary use of non-downloadable cloud-based software for educating investors and clients in the field finance; providing temporary use of non-downloadable cloud-based software for enabling users to sign and execute documents
09 - Scientific and electric apparatus and instruments
36 - Financial, insurance and real estate services
41 - Education, entertainment, sporting and cultural services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer application software for mobile devices, namely, software for enabling users to conduct investment research, perform investment computations, create financial plans, execute securities trades, manage asset allocations in the field of financial planning, portfolio management, wealth management, financial advisory services, retirement planning, investing, investment management, charitable giving, brokerage accounts, and trading in financial vehicles; computer application software for mobile devices, namely, software for collaborating with others users for purposes of providing financial advice and executing financial transactions; computer application software for mobile devices, namely, software for enabling users to sign and execute documents; downloadable audio, video and multimedia recordings, namely, webcasts and slideshows in the fields of financial planning, portfolio management, wealth management, financial advisory services, retirement planning, estates and trusts, life insurance, investing, investment management, charitable giving, brokerage accounts, and trading in financial vehicles providing a website featuring information, namely, digital content in the nature of video, in the fields of financial planning, portfolio management, wealth management, financial advisory services, retirement planning, estates and trusts, life insurance, investing, investment management, charitable giving, brokerage accounts, and trading in financial vehicles; provision of financial information in the fields of estates and trusts and life insurance; providing a website featuring information, namely, digital content in the nature of documents, articles and informational resource tools in the fields of estates and trusts and life insurance Educational services, namely, providing webcasts, online workshops, live workshops, and seminars in the fields of financial planning, portfolio management, wealth management, financial advisory services, retirement planning, estates and trusts, life insurance, investing, investment management, charitable giving, brokerage accounts, and trading in securities, and other financial investment vehicles; educational services, namely, classes and seminars in the fields of financial planning, portfolio management, wealth management, financial advisory services, retirement planning, estates and trusts, life insurance, investing, investment management, charitable giving, brokerage accounts, and trading in securities, and other financial investment vehicles providing temporary use of non-downloadable cloud-based software for retaining and working with financial advisors; providing temporary use of non-downloadable cloud-based software for use by Registered Investment Advisors and financial planners for working with clients and investors
