A

AGPL3

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.

Magistrate Title Services is an open-source, AGPL-3.0+ platform that modernizes real estate title and escrow processes using a hybrid blockchain architecture, AI-powered verification, and encrypted data systems. It combines public blockchain transparency with permissioned legal recordkeeping to improve security, reduce fraud, and increase trust in property transactions.

TotalRemote is an open-source universal TV control system that unifies multiple control methods—including IR, HDMI-CEC, and smart TV APIs—into a single, plugin-based platform. It provides a consistent command layer for different devices, supports automatic device discovery, and integrates with smart home systems like Home Assistant and MQTT for automation.

IntelliTunnel is a multi-path, adaptive networking system that continuously finds the fastest and most reliable connection. It improves on traditional proxies by using parallel routing, predictive optimization, and instant failover to keep connections stable and low-latency under any network conditions.

TaxLensUS is an open-source AGPL-3.0+ system that analyzes U.S. corporate tax filings from SEC disclosures and combines them with public economic data to model how tax policy changes affect small businesses. It extracts structured tax data from financial reports, builds a tax policy knowledge graph, and uses AI-driven analysis to generate evidence-based impact reports with transparency and confidence scoring.

DashHub is an open source, AGPL-3.0+ universal automotive dashboard platform designed to retrofit any vehicle—regardless of make or year—into a modular, connected, and upgradeable system. It combines a Linux-based core, web-based UI, CAN/OBD-II hardware abstraction, and a plugin architecture to support features like navigation, diagnostics, media, AI assistants, and IoT integration. Built around a hardware bridge device and real-time event bus, DashHub enables community-driven development of vehicle profiles, modules, and interfaces, making any car adaptable to modern and future automotive technologies.

Trionyx is a multi-agent robotics fleet intelligence platform that coordinates autonomous robots through a shared world model, dynamic task graphs, and real-time scheduling. It focuses on distributed decision-making, simulation-first validation, and adaptive optimization to manage complex warehouse and industrial operations.

FuelAI is an open-source platform that helps users find the cheapest way to power their journey by comparing gas, electricity, and other energy types in real time. Using AI-driven insights and smart routing, it calculates true cost per mile and recommends the most cost-efficient routes and energy stops. Built on a global, collaborative infrastructure, FuelAI brings transparency and intelligence to energy pricing.

SynchroFab is an open-source, AI-driven smart factory platform (EC4P) that integrates edge-cloud intelligence, adaptive robotics, IoT, and sustainability features. Designed for modularity and continuous improvement, it enables factories to self-optimize, collaborate safely with humans, reduce environmental impact, and innovate autonomously.

RevealAI is an open-source platform that uncovers and explains how search engines, social media feeds, and recommendation systems rank and display content. By combining AI-driven signal detection, controlled experimentation, and explainable insights, it empowers users, creators, and researchers to detect bias, measure algorithmic fairness, and demand transparency. RevealAI is community-governed, privacy-first, and continuously self-improving—ending pay-to-play manipulation and leveling the digital playing field.

QuantumLingua is an open-source, high-speed AI translation platform that uses Model Compression and Parallelization (MCP) to deliver fast, accurate, and adaptive multilingual translations. It supports text, audio, images, and video, enables real-time collaboration, prioritizes privacy and security, and empowers communities, researchers, and enterprises with futuristic, personalized, and multimodal translation tools.

PopMuse Data is an open source AI-driven analytics platform that maps the relationship between birthrates and creativity across countries and regions. By combining global demographic data with multi-factor creativity indicators—such as patents, cultural output, innovation metrics, and scientific publications—PopMuse Data reveals how population dynamics influence creative productivity. With automated data ingestion, correlation modeling, and interactive visualizations, it provides a clear, intelligent view of humanity’s creative patterns.

Mindora is an open-source AI tutor that delivers personalized, source-verified lessons across all subjects. With randomly generated AI mentors, interactive visualizations, and local real-world connections, every learning session is unique, engaging, and immersive.

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.

MediscopeLedger is an open-source platform that provides full transparency in healthcare by combining verified product and provider data, AI-powered patient and provider insights, procedure pricing, and compliance monitoring. Patients can compare providers by total cost, safety, and outcomes, while providers receive automated alerts for pricing transparency and regulatory compliance. Built for accessibility, safety, and trust, MediscopeLedger empowers informed healthcare decisions.

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.

Universal Peg Framework (UPF) is an open-source, modular protocol that allows any cryptocurrency, stablecoin, or fiat-backed asset to be pegged to any reference asset such as BTC, USD, gold, or baskets of assets. It features fully embedded on-chain governance, dynamic peg maintenance, multi-asset collateral support, oracle integration, and treasury management. Designed to be secure, transparent, and cross-chain adaptable, UPF provides a universal framework for creating stable, self-regulating pegged assets while maintaining compliance and auditability for both crypto and fiat systems.

SecurePath is an open-source, enterprise-grade framework for AI evaluation, red-teaming, and regulatory compliance. It provides sandboxed testing, policy-aligned metrics, multi-modal evaluation, training data sensitivity analysis, and historical compliance tracking, all while maintaining audit-ready logs and dashboards. Designed for organizations, enterprises, and research teams, SecurePath ensures AI safety, transparency, and regulatory assurance.

StatuteMind – “Where Law Meets AI Precision” is an open-source AI module that ensures all LLM-generated responses remain fully compliant with national, state/provincial, and local laws. It provides law-aware guidance, risk scoring, safe alternatives, and legal pathway suggestions, empowering users to act creatively within the law while offering transparent citations and explanations. Built for global adaptability, StatuteMind integrates with any LLM and is designed to be extensible, auditable, and fully open-source under AGPL 3.0+.

OpenScreen is a free, open-source screen recording tool designed for creating high-quality demos, tutorials, and presentations. It offers zoom effects, annotation tools, customizable backgrounds, smooth motion, and audio capture—all without watermarks or subscriptions. The original code is MIT-licensed, with additional AI & Automation contributions by Roxanne Ardary under AGPL 3.0+ for enhanced productivity and human-in-the-loop control.