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Open Arsenal provides open, self-hosted software specifications designed for deployment across private and public networks. Built for portability, interoperability, and transparency, each specification gives organizations the freedom to implement and customize solutions without vendor lock-in while remaining free to use under the AGPL-3.0+ license with required attribution. Specification Branding Licenses available upon request. https://roxanneardary.com/open-source-projects/

FinAxis is an AI and LLM-ready regulatory intelligence specification designed to help lending businesses understand federal, state, and local legal requirements. It provides modular guidance for lending products, licensing, disclosures, forms, pricing, underwriting, compliance, servicing, collections, regulatory changes, and personal and business lending. https://roxanneardary.com/finaxis/

CommonsHome is an open-source, AI-powered platform for home staging, real estate marketing, and spatial intelligence. Using computer vision, generative AI, and modular analytics systems, CommonsHome helps transform property photos into optimized, market-ready listings through automated staging, layout design, photography guidance, and performance-driven listing intelligence. https://roxanneardary.com/commonshome/

Taskivo is an open-source AI platform that turns real-world requests into structured, comparable service outcomes. It uses modular industry-specific “Taskivo Modules” and a real-time AI co-pilot to guide conversations, standardize service scopes, and normalize pricing and service data. This allows users to move from vague requests to clear, structured decisions and consistent results across any service category. https://roxanneardary.com/taskivo/

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/

Paystead is a locally hosted financial management platform that brings multiple bank accounts, bills, payments, statements, checks, and financial records into one unified interface. AI assists with organizing information and carrying out authorized financial tasks while keeping the user in control of approvals, permissions, and financial decisions. https://roxanneardary.com/paystead/

Municipal Resource Intelligence is an open source AI specification designed to help municipalities identify actionable savings, optimize public services, compare municipal and private service costs, evaluate personnel and compensation, and measure the economic impact of reforms. The system tracks verified savings, recalculates potential property-tax reductions, generates property-specific tax impact reports, and provides transparent, auditable data to support informed municipal decision-making. https://roxanneardary.com/municipal-resource-intelligence/

HerOneiros is an open-source, modular framework for building AI-powered, women-centered inner awareness systems. It defines standards for privacy-first journaling, dream intelligence, emotional insight, lunar and cyclical awareness, AI-assisted communication, and human-centered technology. Designed for transparency, user ownership, and ethical AI development, HerOneiros provides a foundation for creating applications that help individuals explore patterns, reflection, intuition, and personal growth while maintaining control over their own data. https://roxanneardary.com/heroneiros/

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AppealRight is an AI-powered property tax assessment analysis specification that helps property owners determine whether their property may be over-assessed. It analyzes recent comparable sales, assessment calculations, tax rates, potential savings, tax relief programs, market trends, and appeal risks to help owners make informed decisions about challenging their property tax assessment. https://roxanneardary.com/appealright/

Therovia is a global AI-powered treatment intelligence system designed to discover and organize treatment options from around the world. It brings together approved, off-label, investigational, experimental, traditional, and emerging therapies, clinical trials, evidence, safety information, and potential access pathways to help make the world's treatment knowledge more discoverable. https://roxanneardary.com/therovia/

ActionCheck is an open-source civic accountability platform that tracks political promises, votes, financial activity, corporate ties, and board memberships, using AI to identify deviations, contradictions, and potential conflicts while giving citizens evidence-based tools to evaluate candidates. https://roxanneardary.com/actioncheck/

Proofora is a blockchain-based identity and authentication protocol designed to securely verify individuals and their authorized devices through biometric liveness verification, cryptographic identity commitments, challenge-response authentication, and blockchain-backed credentials. It prioritizes privacy by keeping sensitive biometric data under user-controlled custody while providing verifiable proof of identity and trusted device connections. https://roxanneardary.com/proofora/

Umbrix is a commercial-grade, open-source VPN designed for full network obfuscation, multi-node chaining, and AI-assisted adaptive privacy. It masks everything from IP and location to device telemetry, provides cross-platform support, and includes advanced features like multi-hop routing, stealth traffic transforms, decentralized node management, and post-quantum-ready cryptography. Built for maximum anonymity, Umbrix ensures your online activity remains invisible, secure, and untraceable. https://roxanneardary.com/umbrix/

Sovereign is an AI specification for analyzing dependency-based systems and designing independently implementable alternatives. It prioritizes human autonomy, ownership, portability, reproducibility, economic participation, federation, resilience, and the ability to operate, migrate, replace, and sustain systems without unnecessary vendor lock-in. https://roxanneardary.com/sovereign/

Beverage Cultures is a global open source specification for beverage knowledge, education, and invention. It brings bartending, mixology, barista skills, coffee, tea, cocktails, mocktails, zero proof beverages, beverage science, hospitality, cultural preservation, AI-assisted learning, and AI-assisted beverage creation into a modular, interoperable framework designed for learners, professionals, educators, researchers, and beverage creators. https://roxanneardary.com/beverage-cultures/

ThoughtBridge is a modular, multi-agent AI specification designed to help turn ideas into reality by bringing together creative exploration, multiple perspectives, adaptive learning, physics-grounded reasoning, industry and trade expertise, product design, testing, validation, and customer-centered development. It provides a structured pathway from an initial thought or incomplete concept through refinement, design, development, validation, and completion. https://roxanneardary.com/thoughtbridge/

PurposeHarness is a universal, modular AI harness constructor that transforms natural-language requirements into adaptable, purpose-built harnesses for any industry, workflow, or environment, with integrated legal, governance, consent, security, and human-in-the-loop controls. https://roxanneardary.com/purposeharness/

BankDividend is an open source AI specification designed to help consumers find, compare, verify, and rank banking accounts based on actual financial benefit. It calculates interest, dividends, cashback, bonuses, and fees while prioritizing FDIC and NCUA-insured institutions and clearly flagging uninsured products and costly account requirements. https://roxanneardary.com/bankdividend/

MeshUnion is a modular communications and archival infrastructure designed to connect individuals, businesses, organizations, and independently operated nodes through optional federation. It combines end-to-end encryption, participant-controlled keys, searchable communication history, independent storage, AI assistance, and portable archives while allowing each host to maintain control over its own users, policies, data, and network relationships. https://roxanneardary.com/meshunion/