F

financial-intelligence

OpenHighway is an open-source civic transparency platform designed to track how highway funding moves from its original sources—such as taxes, tolls, and federal allocations—through government agencies, contracts, and contractors, all the way to completed infrastructure projects. It provides a unified, auditable system for visualizing revenue, spending, and project outcomes to improve public accountability in transportation infrastructure. https://roxanneardary.com/openhighway/

OpenShare is an AI-powered platform that helps subscription-based businesses transition to equitable profit-sharing models, ensuring equal pay for equal work and maximizing mass appeal. It provides custom profit-sharing blueprints, AI-guided implementation, and real-time dashboards for revenue, team satisfaction, and growth. https://roxanneardary.com/openshare/

Scaling Fairness, One Business at a Time.

ExitCompute is an open-source AI platform that combines macroeconomic signals, portfolio risk models, and tax-aware analysis to help retail investors plan a safe, optimized exit from the stock market. Built with transparent RIA-style principles, it provides scenario modeling, personalized exit pacing, and clear decision-support tools—all licensed under AGPL-3.0+ with required attribution. https://roxanneardary.com/exitcompute/

Nest Intelligence is an open source AI-powered home affordability platform that helps individuals understand what they can truly afford before purchasing a home. By analyzing income, assets, expenses, transportation costs, local housing data, property taxes, utilities, and lifestyle factors, Nest Intelligence provides a complete financial picture for sustainable homeownership. Built with a modular AGPL-3.0+ architecture, it delivers transparent, privacy-focused affordability guidance without relying on credit score inquiries. https://roxanneardary.com/nest-intelligence/

DividenCity is an open-source platform that enables cities, states, and the federal government to implement a resource-backed Universal Basic Income (UBI) system. By automatically tracking revenue from public resources, industry use of public property, and government budget surpluses, DividenCity distributes fair, transparent dividends to verified citizens. The platform is modular, scalable, and citizen-focused, featuring customizable local/state payouts, educational dashboards, and public transparency tools. https://roxanneardary.com/dividencity/

GovGraph is an open-source, modular system for mapping and analyzing public systems through structured data. It connects social media activity, campaign finance disclosures, and publicly available institutional information into a unified graph model, enabling transparent, reproducible analysis of how public-facing digital activity and documented financial data relate across platforms and agencies. https://roxanneardary.com/govgraph/

FiscalTruth is an open-source civic watchdog platform that provides full transparency into state and public spending. It aggregates budgets, contracts, and financial records into a unified system with AI-driven anomaly detection, interactive visualizations, and secure whistleblower reporting tools. Built under the AGPL 3.0+ license, it empowers citizens, journalists, and researchers to track public funds, uncover inefficiencies, and promote accountability in government spending. https://roxanneardary.com/fiscaltruth/

AuthTrace AI is an AGPL-3.0+ licensed provenance and licensing intelligence system that verifies authorship, tracks content lineage, and transforms human-created knowledge into structured, licensable digital assets. It provides a trust and economic layer for the open knowledge ecosystem, enabling transparent attribution, distribution, and monetization while preserving creator ownership and enforcing attribution integrity across all derived works. https://roxanneardary.com/authtrace-ai/

Orvian is an AI-driven personal financial operating system that organizes money into intelligent, rule-based envelopes layered over existing bank accounts. It automates allocation across spending, savings, goals, and tax obligations while maintaining a non-custodial, ledger-based architecture. With built-in goal tracking, time-locked financial structures, and a governed tax envelope system, Orvian turns income into a structured, transparent, and AI-optimized financial flow. https://roxanneardary.com/orvian/

OpenFiscal is an open-source platform that tracks, analyzes, and audits government budgets at all levels—town, city, state, and federal. Using AI, it flags deficits exceeding 3% of GDP and identifies line items more than 10% above national or state averages. The system maintains accountability by logging the officials responsible for budget approvals and requiring human-in-the-loop verification for all AI recommendations. OpenFiscal empowers citizens, auditors, and governments with transparent, actionable fiscal intelligence, helping prevent fraud, no-bid contracts, and cronyism. https://roxanneardary.com/openfiscal/

Altius Capital OS is a modular financial operating system that transforms jurisdictional rules, tax codes, and custody constraints into a deterministic computation framework. It models capital allocation across banking, treasury, and brokerage systems while incorporating federal and state tax logic through a versioned rule-graph architecture. The system is designed to produce transparent, auditable, and constraint-compliant capital structures, enabling users to evaluate financial strategies as structured, reproducible outputs rather than subjective advice. https://roxanneardary.com/altius-capital-os/

Resource Atlas is an open-source intelligence platform that helps governments, communities, and planners identify resources, workforce gaps, infrastructure needs, and critical dependencies. Using a resilience-first approach, it analyzes local capabilities and generates actionable 36-month revitalization roadmaps designed to strengthen self-sufficiency, reduce vulnerabilities, and build long-term prosperity from existing resources, knowledge, and talent. https://roxanneardary.com/resource-atlas/

SecureCivic is a citizen-built, open source identity verification platform designed for SSA adoption. It replaces private data brokers with a secure, privacy-first system that enables real-time identity verification, fraud alerts, and citizen-controlled identity protection. Built under the AGPL-3.0+ license, it uses modern technologies like tokenized identity (SIT), zero-knowledge proofs, OAuth 2.1, and strong encryption to ensure secure, transparent, and scalable verification for financial institutions and government systems. https://roxanneardary.com/securecivic/

EvolutionOS is a modular, multi-agent economic intelligence platform that evaluates industry viability, models macroeconomic and market conditions, and identifies alternative business opportunities across evolving global sectors. It transforms complex financial, geopolitical, and technological signals into structured, explainable decision support, helping organizations understand when to stay in an industry, when to pivot, and where future growth is likely to emerge. https://roxanneardary.com/evolutionos/

PulseNode is an open-source platform that gives every industry its own AI-driven persona, delivering real-time insights, innovation reports, and trend analysis. Each industry has a dedicated URL, customizable frontend, and unique voice, allowing users to experience industry intelligence as if the sector itself were speaking. Open-source and AGPL 3.0+ licensed, PulseNode empowers researchers, executives, and enthusiasts to stay informed, explore emerging trends, and make data-driven decisions. https://roxanneardary.com/pulsenode/

ARCA is a per-user provenance and originality ledger that tracks digital content across a creator’s personal history to determine whether each new post is genuinely novel, meaningfully contributed, and eligible for monetization. It combines timestamped archival records, content fingerprinting, behavioral authenticity scoring, and a transparent pre-submission evaluation system to ensure users always understand the originality and payout status of their content before publishing. https://roxanneardary.com/arca/

Wealth Continuum is an AGPL-3.0+ licensed AI-powered research platform that helps users discover and evaluate private banks, credit unions, cooperatives, mutual institutions, employee-owned businesses, and other privately held organizations. By combining transparency scoring, ownership quality analysis, governance evaluation, AI-powered red flag detection, document intelligence, and generational wealth metrics, Wealth Continuum focuses on identifying institutions that demonstrate responsible stewardship of capital and long-term financial resilience. https://roxanneardary.com/wealth-continuum/

Vantor is a deterministic capital routing system that converts explicit user-defined financial intent into structured, rule-validated execution instructions. It uses AI solely as a natural language parser and enforces a strict no-withdrawal, no-inference architecture where all allocations, schedules, and transactions must be explicitly defined, validated, and executed through approved deposit-only financial rails. https://roxanneardary.com/vantor/

OpenLeverage Lab is an open-source financial simulation engine that models margin borrowing, portfolio risk, and repayment dynamics under real-world uncertainty. It combines deterministic financial calculations with probabilistic stress testing, including Monte Carlo simulations and extreme market scenarios, to forecast leverage outcomes before capital is committed. Designed with a fully modular architecture, it enables transparent, reproducible, and extensible risk analysis for leveraged financial decision-making. https://roxanneardary.com/openleverage-lab/

Ledger Watch is an open-source financial data infrastructure project that organizes publicly available market information—such as trades, SEC filings, corporate actions, and economic events—into a structured, verifiable system. It connects entities like individuals, companies, and institutions to market events through a transparent data model designed for analysis, research, and pattern discovery. The system emphasizes neutrality, reproducibility, and strict reliance on public, source-backed data rather than speculation or inferred intent. https://roxanneardary.com/ledgerwatch/