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Business Intelligence

Prudentia is an open source Enterprise Strategic Intelligence Platform that helps organizations make explainable, long-term business decisions by modeling risks, weaknesses, and downstream consequences before action is taken. It uses a human-in-the-loop design to build a complete understanding of a business before generating recommendations, ensuring that every strategy is stress-tested for resilience, customer impact, and market disruption. Prudentia is designed to eliminate blind spots, reduce boom-and-bust cycles, and create sustainable systems where business success and customer prosperity reinforce each other. https://roxanneardary.com/prudentia/

OpenCrawler is an open-source search engine built for transparency, fairness, and user control. It delivers explainable search results through a transparent ranking system, verifies business entities using public records, and protects user privacy with encryption and consent-based location access. Designed as a community-driven alternative to traditional search engines, OpenCrawler focuses on honest indexing, accountable ranking, and privacy-first infrastructure for the open web. https://roxanneardary.com/opencrawler/

Lexara is a jurisdictional intelligence and compliance structuring system that analyzes state and federal regulations to determine how referral, marketing, and compensation models can be legally structured across different entities and industries. It transforms complex legal rules into executable, risk-scored frameworks and smart contract-ready outputs, enabling compliant compensation systems for builders, influencers, and lead generation networks while maintaining jurisdiction-aware transparency and auditability. https://roxanneardary.com/lexara/

NextEquity is an open-source, AI-driven business simulation where players design, manage, and evolve companies inside a competitive market ecosystem shaped by automation, innovation, and workforce dynamics. The goal is to build profitable enterprises that remain resilient under pressure while ensuring that growth leads to shared prosperity rather than displacement. Through modular systems and emergent AI behavior, the simulation explores whether ethical, profit-sharing business models can outperform extractive ones and ultimately create an age of abundance for all. https://roxanneardary.com/nextequity/

Enterprise-inspired Power BI case study demonstrating project portfolio reporting, DAX, semantic modeling, and business rule implementation using synthetic data.

ProvenArt is an open-source platform that empowers human creators to securely upload, share, and monetize their original works — including images, video, audio, and artwork. Creators set their own fees, while the platform ensures fair revenue splits, ownership protection, and ethical monetization. Fully verified human content, robust security, and community-driven features make ProvenArt a trusted ecosystem for artists and buyers alike. https://roxanneardary.com/provenart/

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.

Quantara is an open-source, creator-first advertising platform that connects businesses and content creators through transparent, permission-based campaigns. Businesses create product and brand ads with clear terms, while creators choose which categories, products, and partnerships they want to display across their websites, blogs, newsletters, and social media. Designed to replace traditional ad networks, Quantara prioritizes fairness, control, and performance by ensuring ads are relevant, consensual, and aligned with creator and audience preferences. https://roxanneardary.com/quantara/

Alpha Risk Review is a modular adversarial intelligence system that analyzes business plans by decomposing assumptions, stress-testing structural weaknesses, and simulating real-world failure scenarios. It identifies where a business is most likely to break, what conditions are required for success, and how confident the system is in its evaluation. The result is a structured, explainable risk assessment that transforms abstract business ideas into measurable, stress-tested outcomes. https://roxanneardary.com/alpha-risk-review/

PersonaVenture is an open-source AI platform that helps individuals become entrepreneurs by leveraging their unique skills, talents, hobbies, and passions. It provides personalized mentorship, business planning, market insights, gamified challenges, and external tool integrations — all while keeping user data private with end-to-end encryption. Invest in yourself, unlock your potential, and build your future. https://roxanneardary.com/personaventure/

ClearSignal is an open-source platform that maps telecom companies, infrastructure, ownership hierarchies, board members, regulatory filings, financials, and network coverage worldwide. It provides researchers, regulators, and the public with a transparent, interactive, and verifiable database to study networks, corporate structures, and assets. https://roxanneardary.com/clearsignal/

DeepFiling AI is a nationwide business formation intelligence system that continuously monitors LLC and corporate registrations across all 50 U.S. states. It normalizes filings into a unified dataset, analyzes them in real time, and detects statistical anomalies, surges, and clustering patterns that may indicate emerging industries or unusual economic activity. The system flags deviations from historical norms and generates structured alerts for manual review, turning raw business registration data into actionable economic signals. https://roxanneardary.com/deepfiling-ai/

AxiomCase is a modular, state-aware consumer dispute intelligence system that transforms complaints into structured case files, maps them to relevant consumer protection laws across U.S. jurisdictions, and generates clear, actionable resolution pathways. It helps users understand what happened, organize supporting evidence, and identify practical next steps for resolving disputes through merchants, financial institutions, or regulatory agencies. https://roxanneardary.com/axiomcase/

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/

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/

FlexiPrice is an open-source, modular dynamic pricing platform that helps businesses, organizations, and individuals make intelligent pricing decisions based on real-time market conditions. Designed to work across industries such as real estate, retail, e-commerce, services, and more, FlexiPrice combines market intelligence, customizable pricing strategies, competitive analysis, lowest-price guarantees, clearance pricing, analytics, and optional machine learning to deliver transparent, adaptive, and data-driven pricing recommendations. https://roxanneardary.com/flexiprice/

RetailHub is a modular, AI-powered Commerce Operating System that helps retailers connect customers with products through natural language interactions. The platform combines intelligent product discovery, advertising and promotion analysis, price matching, customer engagement, manufacturer intelligence, review analytics, procurement automation, inventory awareness, and in-store navigation into a unified ecosystem. Designed with a flexible plugin-based architecture, RetailHub enables businesses to deploy only the modules they need while maintaining a powerful foundation for scalable retail intelligence and automation. https://roxanneardary.com/retailhub/