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ai-analysis

ScenarioGrid is an open source AI reasoning specification that uses evidence, IF/THEN logic, provenance, and contradiction analysis to trace reasoning and determine logical next steps while keeping decisions transparent, auditable, and human controlled. https://roxanneardary.com/scenariogrid/

United Care Fund is a cooperative healthcare funding framework that enables participating businesses to pool resources, reduce healthcare costs, and provide more affordable coverage for their employees. The specification combines cost intelligence, shared purchasing, benefit planning, claims administration, conservative fund management, and AI-assisted analysis to help businesses make healthcare more transparent, efficient, and sustainable without unnecessarily reducing appropriate care. https://roxanneardary.com/united-care-fund/

LocaleMaterials is an open-source, modular AI platform that helps users design and build with regenerative, locally sourced, and climate-adaptive materials. It analyzes geography, climate, and real-world supply chains to recommend the most economically and environmentally optimal building systems for any location, then translates those insights into practical, code-aware, build-ready guidance. https://roxanneardary.com/localematerials/

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/

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/

ShortSight is an open-source platform designed to promote financial transparency and investor accountability. It allows users to submit, track, and analyze complaints related to financial advice, fund performance, and investment misconduct across sectors like real estate, hedge funds, brokerages, and crypto. The platform aggregates complaints, monitors market activity, links evidence such as public statements and videos, and flags suspicious behavior, providing a robust foundation for research, reporting, and legal action. Community collaboration, expert verification, and financial transparency features ensure credible insights, while AI-powered analytics help detect patterns of misconduct. https://roxanneardary.com/shortsight/

Road Systems Watch is an open-source civic infrastructure platform that maps and tracks road construction activity across cities, counties, and states. It combines citizen reporting, public project data, contracting records, and AI-driven analysis to create a living record of how roads are built, funded, and repeatedly repaired over time. The system provides transparent, structured insights into infrastructure activity, including project history, funding sources, and contractor involvement when available. https://roxanneardary.com/road-systems-watch/

Nexora is an AI-driven enterprise endpoint governance and security intelligence platform that monitors software usage across organizational devices, applies deterministic policy-based risk classification, and transforms raw system activity into structured, auditable insights. It combines endpoint telemetry, policy enforcement, and explain-only AI analysis to give organizations real-time visibility into application behavior, improve compliance, and identify potential security risks without allowing AI to directly control enforcement decisions. https://roxanneardary.com/nexora/

GentleCardia is an open-source, modular cardiac biosensing specification designed to create open infrastructure for human health. It provides a safety-first framework for ECG acquisition, signal processing, data interoperability, AI-assisted analysis, and future health technology development. Built for transparency, extensibility, and collaboration, GentleCardia enables researchers, developers, and innovators to create adaptable cardiac sensing systems without proprietary limitations. https://roxanneardary.com/gentlecardia/