Generations Forward Specification

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Generations Forward

Changing Lives, One Generation at a Time.

Project Overview

Generations Forward is an AI-assisted senior financial security and generational wealth program designed to provide structured financial support to individuals aged 65 and older while creating meaningful opportunities for future generations.

The program establishes a separate $3 million irrevocable trust for each participating senior. Each trust is initially funded by the program’s grantor, independently of any life insurance policy acquisition. Participating seniors receive structured monthly financial benefits, followed by annual living allowance reassessments based exclusively on published state-level averages. The program also facilitates the acquisition of eligible existing life insurance policies through legally documented transactions.

Generations Forward provides participating seniors with the opportunity to designate two beneficiaries of their choice or elect the Beneficiary and Child Opportunity Provision. Beneficiary assets are protected through irrevocable lifetime trusts designed to remain in effect until the beneficiary’s death, regardless of age.

The platform combines AI-assisted research, financial administration, regulatory monitoring, trust accounting, and reporting with independent fiduciary oversight and qualified professional review. Its central mission is to help seniors achieve greater financial security while creating a structured opportunity for wealth to benefit another generation.

Core Program Principles

Every participating senior must be at least 65 years old.
Each participating senior receives a separate $3 million irrevocable trust.
The grantor independently contributes the initial $3 million to each senior’s trust.
Each trust must maintain separate accounting, administration, records, and asset segregation.
The initial $3 million contribution is not a guarantee that the trust will retain that balance after distributions, expenses, taxes, or investment performance.
Life insurance policy acquisition is a separate transaction from trust establishment and funding.
The grantor is the sole beneficiary of each acquired life insurance policy.
The grantor retains sole discretion over whether to continue paying acquired policy premiums and associated expenses.
The grantor’s decision to discontinue policy payments must not affect the senior’s trust principal or financial benefits.
Each senior receives $5,000 monthly for the first 60 months.
Following the initial five-year period, living allowances are reassessed annually using published state averages.
Living allowance calculations must use the senior’s declared state of legal residency and must not substitute national averages.
Each senior may designate two beneficiaries or elect the Beneficiary and Child Opportunity Provision.
Beneficiary inheritances are administered through irrevocable lifetime trusts that continue until the beneficiary’s death, regardless of age.
No trust may be activated and no policy may be acquired until all applicable legal requirements have been identified and independently reviewed by qualified legal counsel.
AI may assist with analysis and administration but cannot independently authorize consequential financial, legal, or fiduciary actions.

Core Modules

Senior Enrollment and Eligibility Management

Provide a secure enrollment process for individuals aged 65 and older.
Verify age and identity through appropriate documentation.
Collect and validate the senior’s declared state of legal residency.
Maintain residency documentation and verification history.
Collect required financial, beneficiary, insurance, and trust establishment information.
Provide clear disclosures explaining program participation, financial benefits, trust arrangements, policy acquisition, and beneficiary provisions.
Obtain informed consent and legally required authorizations.
Track enrollment status, eligibility determinations, required documents, and outstanding approvals.
Prevent activation until all required eligibility, documentation, and legal review conditions have been satisfied.
Maintain a secure record of enrollment agreements and subsequent amendments.

Individual $3 Million Irrevocable Trust Establishment

Establish a separate $3 million irrevocable trust for every participating senior.
Record the grantor’s initial $3 million contribution to each individual trust.
Maintain independent trust accounting and administration.
Prevent commingling of trust principal between participating seniors.
Maintain separate asset ownership records, financial statements, and transaction histories.
Document the source, receipt, and allocation of initial trust funding.
Track trust liquidity, assets, liabilities, expenses, distributions, and investment performance.
Monitor trust solvency and projected cash flow.
Provide financial projections that account for monthly payments, future living allowances, taxes, expenses, and investment assumptions.
Alert administrators when projected liquidity or solvency falls below established thresholds.
Maintain records of trust establishment, governing documents, trustee appointments, and required approvals.
Prohibit unauthorized withdrawals, transfers, modifications, or distributions.
Ensure the irrevocable nature of each trust is maintained in accordance with its governing documents and applicable law.
Clearly distinguish initial trust funding from projected future trust balances and available beneficiary inheritance.

Life Insurance Policy Acquisition

Identify and evaluate eligible existing life insurance policies offered by participating seniors.
Collect policy information, ownership records, face values, premium schedules, cash values, policy status, and relevant contractual provisions.
Evaluate policy eligibility and acquisition feasibility.
Conduct policy valuation and financial analysis.
Identify applicable life settlement laws, licensing requirements, carrier restrictions, and transfer conditions.
Prepare legally documented policy acquisition agreements.
Coordinate ownership transfers and required insurance carrier notifications or approvals.
Designate the grantor as the sole beneficiary of each acquired policy, subject to applicable law and policy terms.
Prohibit additional co-beneficiaries on acquired policies.
Maintain documentation of policy ownership, beneficiary designation, and acquisition completion.
Track policy status, premium obligations, carrier communications, and contractual requirements.
Maintain separation between acquired policy assets and each senior’s $3 million irrevocable trust.
Ensure no policy acquisition expense is charged against the senior’s trust or monthly financial benefits.
Prevent acquisition until independent legal and regulatory review has been completed.

Grantor Insurance Expense and Policy Continuation Management

Give the grantor sole discretion to continue or discontinue payment of premiums and associated expenses for acquired policies.
Establish no mandatory lifetime premium payment obligation for the grantor.
Maintain individual payment records for every acquired policy.
Track premium due dates, grace periods, policy expenses, and potential lapse dates.
Provide advance notifications when premiums are approaching their due dates.
Provide warnings concerning potential policy lapse, termination, or loss of coverage.
Document the grantor’s decision to continue or discontinue payments.
Record the date and consequences of any decision to discontinue payments.
Explain applicable policy consequences, including potential lapse, termination, or loss of benefits.
Maintain a record of carrier communications and policy status changes.
Prohibit transferring premium expenses to the senior, the senior’s trust, monthly payments, or beneficiaries.
Ensure discontinuation of premiums does not reduce, redirect, or otherwise affect the senior’s trust assets or financial benefits.
Preserve the grantor’s rights and responsibilities under the acquisition agreement and applicable policy terms.

Senior Monthly Financial Benefit Administration

Administer a monthly payment of $5,000 to each participating senior for the first 60 months.
Establish an individual payment schedule beginning on the effective date specified in the governing agreements.
Track each monthly payment and its corresponding transaction record.
Provide payment confirmations and account statements.
Monitor scheduled payments and identify delayed, failed, or rejected transactions.
Maintain a complete payment history for each senior.
Prevent unauthorized payment reductions, diversions, or deductions.
Prohibit deductions for acquired life insurance policy premiums or expenses.
Provide administrative notifications concerning payment schedules and changes authorized under governing agreements.
Maintain appropriate records for tax reporting and financial reconciliation.

Annual State-Based Cost-of-Living Reassessment

Begin annual living allowance reassessments following completion of the initial 60 monthly payments.
Calculate living allowances using published, verifiable averages for the senior’s declared state of legal residency.
Use state averages rather than national averages.
Do not substitute individual actual expenses for published state averages.
Do not provide individualized expense overrides, hardship exceptions, discretionary increases, or reimbursements.
Apply a consistent calculation methodology across participating seniors.

The reassessment must consider the following categories:

Two-bedroom apartment rent.
Electricity.
Water and sewer.
Natural gas, where applicable.
Internet and essential utilities.
Food and groceries.
Vehicle ownership and maintenance.
Gasoline.
Transportation.
Applicable inflation and annual cost-of-living adjustments.
Anticipated federal income taxes.
Anticipated state income taxes, where applicable.

Additional requirements:

Maintain published source references and effective dates for all economic data.
Record the calculation methodology and supporting data used for each annual reassessment.
Document changes in state averages from the preceding assessment period.
Recalculate the living allowance when a senior changes their declared state of legal residency.
Apply the new state’s published averages following verification of the residency change.
Do not use a national average as a substitute when state-level data is unavailable.
Flag missing, outdated, or unreliable state data for human review rather than silently substituting another geographic average.
Calculate anticipated taxes using the senior’s applicable tax profile and tax law rather than treating tax amounts as ordinary state-average living expenses.
Generate an annual reassessment report for each participating senior.
Preserve historical calculations for auditing and verification.

State Residency and Economic Data Intelligence

Maintain state-specific economic profiles for all 50 states.
Collect published state-level data relevant to housing, utilities, food, transportation, and other approved living allowance categories.
Identify authoritative government and recognized economic data sources.
Record source publication dates, reporting periods, and methodologies.
Monitor data updates and identify changes affecting annual reassessments.
Maintain historical state-level economic data.
Associate each senior’s living allowance calculations with their declared state of legal residency.
Track residency changes and initiate the required recalculation process.
Identify unavailable or inconsistent state data.
Prevent unauthorized use of national averages or individual expense substitutions.
Generate state comparison reports for administrative and analytical purposes.
Maintain transparent, reproducible calculations.

Federal and State Tax Planning

Identify applicable federal and state tax considerations for individual trusts.
Evaluate trust income, distributions, tax liabilities, and reporting requirements.
Support tax planning for monthly senior benefits and annual living allowances.
Evaluate potential federal and state gift, estate, inheritance, and trust taxation implications.
Maintain applicable tax documentation and reporting records.
Calculate anticipated taxes using relevant individual tax information and applicable law.
Distinguish tax calculations from state-average living expense calculations.
Monitor changes to federal and state tax laws.
Generate tax reporting summaries and compliance alerts.
Support qualified tax professional review.
Prevent AI-generated tax estimates from being treated as final tax determinations without appropriate review.

Beneficiary Designation and Management

Allow each participating senior to designate two beneficiaries of their choice.
Provide a secure beneficiary designation process.
Collect legally required beneficiary identity and relationship information.
Maintain beneficiary designation documents and verification records.
Allow changes to beneficiary designations only in accordance with governing trust documents and applicable law.
Divide remaining trust assets equally between the two designated beneficiaries upon the senior’s death, subject to the governing trust terms.
Establish separate irrevocable lifetime beneficiary trusts where required by the program’s governing structure.
Maintain beneficiary notification and verification procedures.
Provide for successor beneficiary designations in accordance with the governing trust agreement.
Protect beneficiary information through appropriate privacy and security controls.
Prevent unauthorized changes to beneficiary designations.
Maintain a complete audit history of beneficiary changes and approvals.

Beneficiary and Child Opportunity Provision

Allow a participating senior to elect the Beneficiary and Child Opportunity Provision instead of designating two personal beneficiaries.
Establish a default beneficiary identification process for seniors who elect this provision.
Identify the first baby born on the senior’s calendar birthday whose legal guardians’ household finances meet the applicable federal poverty guidelines.
Use the senior’s calendar birthday as the determining date for the annual beneficiary search.
Verify the child’s date of birth through appropriate official documentation.
Verify household financial eligibility using the applicable federal poverty guidelines.
Maintain documentation of eligibility determinations and verification procedures.
Establish appropriate safeguards for the child’s identity and personal information.
Prevent unauthorized disclosure of a minor’s identity or household financial information.
Establish procedures for independent verification and approval of beneficiary eligibility.
Document the selection process and maintain an auditable record of the determination.
Require human review before final beneficiary designation.
Prevent AI from independently selecting or legally designating a beneficiary.
Establish legally reviewed procedures for geographic eligibility, simultaneous births, tie-breaking, and circumstances in which no qualifying child is identified.
Transfer the selected child’s inheritance into an irrevocable lifetime trust.
Ensure the trust remains in effect until the beneficiary’s death, regardless of age.

Irrevocable Lifetime Beneficiary Trust Administration

Establish an irrevocable lifetime trust for each beneficiary receiving an inheritance under the program.
Maintain separate accounting and administration for every beneficiary trust.
Ensure the trust remains in effect throughout the beneficiary’s lifetime.
Prohibit automatic termination when a beneficiary reaches adulthood or a predetermined age.
Prohibit mandatory distributions based solely on reaching a specified age.
Establish independent trustee administration.
Define trustee powers, responsibilities, and limitations in the governing documents.
Establish legally documented distribution standards.
Maintain records of trust assets, income, expenses, distributions, and investment performance.
Protect minor beneficiaries from unauthorized use of trust assets by guardians or other individuals.
Establish safeguards against conflicts of interest and misuse of fiduciary authority.
Provide appropriate beneficiary information and reporting rights.
Support trustee succession and continuity of administration.
Establish procedures for beneficiary incapacity and other circumstances addressed by the governing documents.
Define successor beneficiary provisions for assets remaining after a beneficiary’s death.
Ensure distributions following a beneficiary’s death comply with the governing trust agreement and applicable law.
Maintain independent legal and fiduciary oversight throughout the trust’s lifetime.

Bank Sweep and Deposit Management

Maintain appropriate banking and deposit arrangements for individual trusts.
Support the allocation of trust cash among eligible financial institutions.
Monitor applicable FDIC or NCUA insurance coverage.
Evaluate ownership categories, account titling, aggregation rules, and applicable deposit insurance limits.
Identify uninsured or inadequately protected deposits.
Monitor deposit institution eligibility and financial status.
Maintain accurate records of account ownership and balances.
Track interest income, deposit maturities, transfers, and withdrawals.
Provide alerts when deposit balances approach applicable insurance limits.
Maintain liquidity for scheduled senior payments and approved trust expenses.
Prohibit unauthorized transfers or movement of trust assets.
Require appropriate human authorization for material banking transactions.
Maintain transaction records and reconciliation reports.

Trust Financial Management and Accounting

Maintain separate financial records for every individual trust.
Track initial grantor contributions, trust assets, income, expenses, distributions, and liabilities.
Provide detailed transaction histories and account reconciliation.
Monitor cash flow and liquidity requirements.
Generate trust financial statements and performance reports.
Maintain projections for future senior payments and beneficiary obligations.
Identify unusual transactions and potential financial irregularities.
Support investment and cash management within the authority of the governing trust documents.
Track administrative fees, professional fees, taxes, and other authorized expenses.
Prevent unauthorized commingling or transfers between individual trusts.
Maintain complete and independently auditable financial records.
Provide authorized trustees and oversight personnel with appropriate financial reporting access.

Fiduciary Governance and Oversight

Establish independent fiduciary administration for individual trusts.
Maintain clear separation of duties and authority.
Document trustee appointments, responsibilities, and limitations.
Monitor fiduciary compliance with governing trust documents.
Maintain records of trustee decisions and authorizations.
Identify potential conflicts of interest.
Require disclosure and documented management of conflicts.
Establish independent oversight and escalation procedures.
Monitor distributions and transactions for compliance with trust terms.
Maintain procedures for trustee succession and removal where legally permitted.
Support independent financial and fiduciary audits.
Prevent AI systems from exercising independent trustee authority.
Require authorized human approval for consequential fiduciary decisions.

Senior Protection and Financial Security

Provide clear explanations of trust arrangements, monthly payments, policy acquisition, and beneficiary provisions.
Require informed consent before enrollment and policy acquisition.
Maintain transparent disclosures concerning the grantor’s policy premium payment discretion.
Explain that acquired life insurance policies are separate from the senior’s irrevocable trust.
Explain that the grantor may discontinue policy premium payments and that doing so does not affect the senior’s trust benefits.
Prevent unauthorized deductions from senior payments or trust assets.
Protect seniors against unauthorized agreements, financial exploitation, and improper changes to trust arrangements.
Maintain secure records of all signed agreements and disclosures.
Provide access to appropriate financial and legal information.
Establish complaint, inquiry, and dispute escalation procedures.
Maintain safeguards for personal, financial, medical, and beneficiary information.
Require human review of material decisions affecting senior financial security.

Legal Review and Regulatory Compliance Intelligence

This is a mandatory core module. No trust may be established, no senior may be enrolled into an activated arrangement, and no life insurance policy may be acquired until applicable federal and state legal requirements have been identified and independently reviewed by qualified legal counsel.

Federal Legal Review

Evaluate federal requirements governing irrevocable trust establishment and administration.
Review federal trust income taxation and applicable reporting obligations.
Evaluate federal estate and gift tax considerations.
Review federal fiduciary obligations and applicable financial regulations.
Evaluate applicable banking and deposit insurance requirements.
Review consumer financial protection requirements.
Evaluate privacy, information security, and financial recordkeeping obligations.
Identify federal requirements affecting life insurance policy acquisitions and beneficiary designations.
Identify potential conflicts between federal and state requirements.

State Trust Law Review

Evaluate trust formation and execution requirements in every applicable jurisdiction.
Review state trust registration and filing requirements.
Identify trustee eligibility, licensing, and qualification requirements.
Evaluate fiduciary duties, powers, and limitations.
Review trust accounting, recordkeeping, and reporting obligations.
Evaluate asset segregation and trust property protections.
Review trust modification, termination, and irrevocability requirements.
Evaluate beneficiary rights, notices, and disclosure obligations.
Review spendthrift protections and creditor claims.
Evaluate successor trustee appointment and replacement requirements.
Review applicable state trust taxation.
Evaluate governing law, trust situs, and interstate administration requirements.

Life Insurance and Life Settlement Compliance

Review applicable state life settlement statutes and regulations.
Identify provider and broker licensing requirements.
Evaluate policy ownership transfer requirements.
Review insurance carrier notification and consent requirements.
Evaluate insurable interest requirements and lawful beneficiary designation.
Verify the legal permissibility of the grantor serving as sole beneficiary.
Review assignment restrictions and policy transfer limitations.
Evaluate senior disclosure requirements.
Identify applicable waiting periods and cancellation or rescission rights.
Review valuation, settlement, and transaction disclosure requirements.
Identify prohibited practices and anti-fraud obligations.
Review applicable reporting and policy maintenance requirements.
Validate the grantor’s contractual discretion to discontinue premium payments.
Confirm that policy expenses cannot be transferred to the senior’s trust or financial benefits.
Evaluate the legal consequences of policy lapse or termination.

Beneficiary and Lifetime Trust Compliance

Review enforceability of the two-beneficiary designation arrangement.
Evaluate equal distribution provisions and applicable trust requirements.
Review the Beneficiary and Child Opportunity Provision.
Evaluate the legal requirements for identifying and selecting a qualifying child.
Review federal poverty guideline eligibility verification procedures.
Evaluate privacy and identity protection requirements for minors.
Review guardian restrictions and fiduciary protections.
Validate the enforceability of irrevocable lifetime beneficiary trusts.
Review beneficiary incapacity and successor beneficiary provisions.
Evaluate distribution restrictions and creditor protections.
Review trust administration following the beneficiary’s death.
Validate that lifetime trusts remain effective until the beneficiary’s death regardless of age.

Residency and Jurisdictional Compliance

Identify the senior’s declared state of legal residency.
Identify the trust’s governing jurisdiction and situs.
Evaluate applicable state insurance and tax laws.
Identify the jurisdiction governing the acquired insurance policy.
Review trustee jurisdiction and qualification requirements.
Evaluate conflicts between senior residency and trust governing law.
Review interstate trust administration requirements.
Evaluate the legal consequences of residency changes.
Maintain jurisdiction-specific legal profiles and compliance records.

Regulatory Monitoring and Change Intelligence

Monitor relevant federal legislation, regulations, and agency guidance.
Monitor applicable laws and regulations across all 50 states.
Track changes from state insurance, banking, and trust regulators.
Identify newly enacted, proposed, amended, and repealed laws.
Track effective dates and implementation deadlines.
Evaluate the potential effect of regulatory changes on existing trusts and policy acquisitions.
Generate jurisdiction-specific compliance alerts.
Maintain links and citations to official government sources.
Distinguish enacted law from proposed legislation and nonbinding guidance.
Maintain historical regulatory records and change assessments.

Independent Legal Review and Approval

Require qualified trust and estate counsel to review each trust arrangement before activation.
Require qualified insurance regulatory counsel to review policy acquisition arrangements before acquisition.
Review each trust agreement and life insurance acquisition agreement.
Review beneficiary designation and default beneficiary provisions.
Review grantor premium payment rights and policy lapse disclosures.
Review senior financial protections and contractual payment rights.
Document attorney approval, review dates, and outstanding legal conditions.
Require periodic legal revalidation.
Prevent activation when required legal approvals are missing, expired, or incomplete.
Prohibit AI from independently approving legal arrangements or executing legal documents.

Legal Documentation and Audit Trail

Maintain secure copies of trust agreements and policy acquisition agreements.
Maintain jurisdiction-specific legal templates and compliance checklists.
Store legal opinions, approvals, regulatory correspondence, and disclosures.
Maintain version histories for agreements and legal documentation.
Support electronic signature verification.
Track document execution and approval status.
Maintain applicable retention schedules.
Generate legal compliance and audit reports.
Restrict access to sensitive legal documents based on authorization.

AI-Assisted Legal Research

Use authoritative government and regulatory sources for legal research.
Support statutory cross-referencing and jurisdictional comparisons.
Identify potential conflicts between federal and state requirements.
Monitor regulatory changes and generate impact assessments.
Assist with legal document review and compliance checklists.
Generate citation-backed legal research reports.
Identify missing information, uncertainty, and unresolved legal questions.
Distinguish verified legal requirements from AI-generated analysis.
Require qualified attorney review of legal conclusions and recommendations.
Maintain an auditable record of AI-assisted legal research and human approvals.

AI-Assisted Trust Administration

Provide AI-assisted administrative support across program modules.
Automate routine calculations, data validation, document organization, and reporting.
Monitor trust liquidity, scheduled payments, and policy obligations.
Identify discrepancies and unusual financial activity.
Assist with annual living allowance reassessments.
Analyze state-level economic data.
Monitor regulatory and legal developments.
Generate financial summaries and administrative reports.
Support beneficiary record management and eligibility verification.
Identify incomplete documentation and pending approvals.
Provide explainable recommendations with supporting data and source references.
Maintain a record of AI-generated recommendations and human decisions.
Protect confidential information through appropriate access controls and data security.
Require explicit human authorization for consequential financial, legal, fiduciary, and beneficiary decisions.
Prohibit autonomous execution of trust withdrawals, transfers, distributions, policy acquisitions, legal approvals, or beneficiary designations.

Optional Plugin Modules

Optional plugin modules extend the platform’s capabilities without changing the mandatory requirements of the core program. Each plugin must operate within the authority, security, privacy, and compliance requirements of the core modules.

Advanced Financial Analytics

Provide advanced trust performance analysis.
Generate long-term cash flow and solvency projections.
Model alternative economic and inflation scenarios.
Analyze trust liquidity under different distribution assumptions.
Provide risk analysis and financial forecasting.
Evaluate the potential effects of changing interest rates and investment performance.
Generate comparative trust performance reports.

Insurance Carrier Connectivity

Support authorized connections to participating insurance carriers.
Retrieve policy status and premium information.
Monitor carrier notifications and policy changes.
Support secure exchange of policy documentation.
Track ownership transfer and beneficiary designation confirmations.
Provide carrier communication histories.
Maintain authorization and access records.

Legal and Regulatory Intelligence Extensions

Provide expanded statutory research and jurisdictional comparison tools.
Monitor additional regulatory publications and government databases.
Generate detailed legislative impact reports.
Support advanced legal document comparison.
Track jurisdiction-specific compliance deadlines.
Provide expanded regulatory reporting and historical analysis.

Beneficiary Family Support

Provide authorized beneficiary communication and information services.
Support trust distribution education.
Provide secure access to approved beneficiary trust information.
Support guardians with appropriate administrative information for minor beneficiaries.
Provide beneficiary notification and document management.
Maintain strict privacy and authorization controls.

Independent Audit and Transparency

Support independent financial and fiduciary audits.
Generate trust-level audit packages.
Provide authorized auditors with read-only access to relevant records.
Maintain transaction verification and reconciliation reports.
Track audit findings and corrective actions.
Generate program-level transparency reports without exposing confidential personal information.

Disaster Recovery and Business Continuity

Maintain secure backups of trust and program records.
Support recovery of essential administrative functions.
Provide continuity procedures for payment administration.
Maintain recovery plans for critical program operations.
Support secure restoration and verification of financial records.
Document recovery tests and operational incidents.

Specification Branding License (SBL)

Standard

Fully AGPL-3.0+ compliant system
Copyleft enforced for network deployments
Required attribution:
- Roxanne Ardary
- https://www.roxanneardary.com/

Optional

Specification Branding License (SBL)
- Attribution-free commercial deployment
- Pricing based on scale, usage, and deployment scope
- https://roxanneardary.com/generations-forward/

License & Notice Requirements

Generations Forward is released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).

By contributing to any Open Arsenal project, you agree that your contributions will also be released under this license.

Please note the following:

All contributions must comply with the AGPL-3.0+ terms.
Under Section 7 of the license, all redistributions, forks, and derivative works must preserve attribution to: Roxanne Ardary and roxanneardary.com.
Generations Forward specifications are free to use with attribution. A Specification Branding License can be negotiated upon request.
The project’s notice.md file tracks attribution requirements and contributor acknowledgments. Any update that adds new contributors or modifies attribution should also update notice.md.
When submitting a pull request, ensure that any new files maintain the attribution headers where applicable.
Network-deployed versions of this software must also remain fully AGPL-3.0+ compliant, including exposure of source code modifications when applicable under the license.

For full legal details, please refer to the AGPL-3.0+ license and the project’s notice.md file.

Notice – Generations Forward

Attribution Requirement: Under Section 7 of the AGPL 3.0+ license, all redistributions, forks, and derivative works, including network-deployed versions of this project, must provide attribution to Roxanne Ardary and roxanneardary.com.

Contributors

This file tracks contributors and their specific contributions to the project.

Roxanne Ardary, roxanneardary.com – November 8, 2026
Created the repository for Generations Forward. Developed the project concept and specification for an AI-assisted senior financial security and generational wealth program featuring individually funded irrevocable trusts, structured financial benefits, life insurance policy acquisition, and protected lifetime beneficiary trusts.
Add other contributors here – [Date]
[Describe contribution in one sentence]

License – Generations Forward

This repository is licensed under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).

Key Points:

You are free to use, modify, and distribute the code.
All redistributions, forks, and derivative works or network-deployed versions must also be licensed under AGPL-3.0+ and provide attribution to Roxanne Ardary and roxanneardary.com as required under Section 7 of the license.
The software is provided “as is,” without warranty of any kind.

For the full license text, see GNU AGPL-3.0 License.