C

civic tech

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/

NeighborhoodGraph is an open-source civic intelligence platform that transforms housing, land, infrastructure, and community data into an interactive knowledge graph. It enables users to explore properties, ownership networks, neighborhood trends, and public infrastructure through AI-powered analysis and digital twin visualization. By connecting fragmented public records and geospatial data into a unified system, NeighborhoodGraph helps communities, researchers, and governments better understand how places change over time and how those changes impact people’s lives. https://roxanneardary.com/neighborhood-graph/

Rally Copilot is a rules-based Rally course design and optimization platform that combines structured federation logic with AI-assisted tools to help users design, validate, and refine competition-ready courses. It focuses on spatial clarity, readable movement flow, and federation compliance, allowing judges, instructors, and competitors to build and analyze Rally courses with precision and explainable AI support. https://roxanneardary.com/rally-copilot/

OpenLedger Provenance System is an append-only, event-sourced knowledge infrastructure that records how information evolves over time through verifiable chains of events, evidence, and methods. It is designed for high-trust environments such as scientific research, archaeology, legal systems, and civic data, where every claim must be traceable, reproducible, and transparently linked to its origin and reasoning. https://roxanneardary.com/openledger-provenance-system/

BridgeBuddy is a secure, AI-guided platform that helps senior citizens easily access government services through simple, step-by-step assistance. Designed with large text, clear instructions, and user confirmation at every stage, it transforms complex systems like Medicare, Social Security, and tax services into a calm, guided experience. With encrypted identity verification and an optional personalized Chibi companion, BridgeBuddy makes essential services easier, safer, and more human-centered. https://roxanneardary.com/bridgebuddy/

LodgingMap is an open-source civic data platform that maps extended-stay hotels and lodging properties across the United States using publicly available records. It connects location data with ownership, deed history, and financing structures to create a transparent view of hospitality real estate. The project combines geospatial mapping and data analysis tools to help researchers, developers, and the public better understand how lodging properties are owned, funded, and repurposed over time. https://roxanneardary.com/lodgingmap/

SwapCell is a DIY modular, open-source smartphone platform built for long-term ownership, repairability, and evolution. It combines interchangeable hardware modules, a Linux-based mobile operating system, and an AI-driven system manager that can automatically update software, optimize performance, and configure new hardware.

At its core, SwapCell uses a capability-based Universal Device Connectivity Layer (UDCL) that allows any compatible device to integrate through standardized functions rather than fixed drivers, making the system adaptable to future technologies. https://roxanneardary.com/swapcell/

BreakSignal is an open-source AI audit framework that evaluates consistency, transparency, and factual reliability across AI systems by running structured prompt tests, comparing outputs, and measuring inconsistency at scale. https://roxanneardary.com/breaksignal/

CivicLayer is an open-source civic transparency system that generates and evaluates district maps using population data, fairness constraints, and a verified residency layer. It provides tools to detect demographic discrepancies, visualize representation imbalances, and ensure reproducible, auditable districting analysis focused on accountability and transparency. https://roxanneardary.com/civiclayer/

Adaptive Render Graph (ARG) is a modular, graph-native visual intelligence framework that transforms design systems, images, and UI assets into interconnected nodes that can be indexed, optimized, and dynamically rendered across email, web, and interactive environments. It enables semantic search, AI-driven transformation, and cross-platform reuse of visual assets by treating every component as part of a living, adaptive graph structure rather than static files. https://roxanneardary.com/adaptive-render-graph/

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/

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/

ParcelPlanner is an AGPL 3.0+ open-source property intelligence platform that helps users understand what can legally be built, modified, or developed on a parcel of land based on official government laws, zoning ordinances, and planning documents. It enables both property owners and buyers to analyze development opportunities, compare jurisdictions, and build income strategies grounded in verified legal data rather than assumptions or third-party interpretations. https://roxanneardary.com/parcelplanner/

InfraOpen – Power, Internet, Insight — All in One Place. An open-source platform providing transparent, state-by-state profiles of electricity and internet utility providers. Tracks ownership, board members, billing compliance, rates, infrastructure coverage, and sustainability metrics, empowering citizens, regulators, and researchers with actionable utility intelligence.

OpenCareerForecast is an AGPL 3.0+ open-source career intelligence platform that helps users discover the true cost of their career path by comparing education expenses, wages, cost-of-living data, debt obligations, and future labor market trends. The platform analyzes colleges, universities, trade schools, apprenticeships, military careers, certifications, and entrepreneurial pathways to determine long-term financial viability and forecast future career opportunities.

MolecularAI is a modular AGPL-3.0+ platform for molecular intelligence, gene therapy research, nanotechnology, digital twins, autonomous scientific discovery, advanced simulation, and molecular design. Built as an extensible ecosystem, it provides researchers, engineers, and developers with open-source tools to accelerate innovation from hypothesis to breakthrough across biology, medicine, manufacturing, environmental systems, and future molecular technologies.

OpenRange is an open source civic intelligence platform that maps the real cost of living across every town and city in America and connects it to jobs, income, and opportunity. It combines transparent economic data, AI-driven budget analysis, and explainable modeling to help people understand where they can actually afford to live and what it takes to get there.

Kova is a modular, AGPL-licensed AI governance framework designed to enforce structured, policy-driven control over artificial intelligence systems across consumer, household, and enterprise environments. It separates intelligence, execution, and policy enforcement into distinct layers to ensure all AI actions are transparent, auditable, and governed by configurable safety and access rules.

BuildOracle is an open-source AI-powered zoning, environmental simulation, and urban planning intelligence platform that evaluates building proposals before approval. It analyzes zoning laws, blueprints, infrastructure capacity, economic impact, and environmental effects to generate transparent, data-driven reports and sustainable design recommendations for planners and zoning officials.

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.