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AdFusionAI is an open source, privacy-first contextual advertising engine that analyzes text, images, and videos in real-time to deliver highly relevant ads based on the original content creator’s post. Operating entirely in-memory with zero data storage, it ensures privacy, brand safety, and ethical ad placement. AdFusionAI supports multi-slot ad recommendations, tone and emotion detection, scene-level video analysis, and dynamic cultural sensitivity — all while generating fallback ads when needed.

GapVision is an open-source platform that tracks, analyzes, and visualizes compensation data across industries to highlight and close gender pay gaps. Using AI, predictive analytics, and community contributions, it provides actionable insights for employees, companies, and policymakers while maintaining full transparency and privacy. Empower change, benchmark equity, and drive fair pay worldwide.

ExitCompute is an open-source AI platform that combines macroeconomic signals, portfolio risk models, and tax-aware analysis to help retail investors plan a safe, optimized exit from the stock market. Built with transparent RIA-style principles, it provides scenario modeling, personalized exit pacing, and clear decision-support tools—all licensed under AGPL-3.0+ with required attribution.

EquaWorld is an open-source AI desktop application that calculates the full lifecycle cost of any service or product—covering production, maintenance, repair, and replacement—and fairly distributes that cost per user. With AI-driven automation, geographic customization, predictive analytics, and optional public transparency dashboards, EquaWorld delivers a clear, equitable, and accountable cost-allocation system for organizations and consumers alike. Transparency. Accountability. EquaWorld.

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.

AIChauffeur is an open-source AI Driving Efficiency Coach designed to retrofit ICE, hybrid, and EV vehicles. It provides real-time driver coaching, predictive energy optimization, and modular integration with regen, HVAC, and accessory systems. AIChauffeur helps drivers maximize efficiency, reduce energy waste, and improve overall driving performance, all while remaining fully open-source and community-driven.

Open Arsenal project key ingredients.

ProvenanceHub is an open-source, community-driven provenance and lineage intelligence system that tracks the origin, evolution, and transformation of digital artifacts, specifications, and ideas over time. It combines immutable provenance records, semantic search, and AI-driven lineage analysis to build a verifiable “tree of life” for software, research, and digital creation—showing not only where something came from, but how it evolved and what it became.

No Lock-In Compliance Standard (NLCS v1.0) is an open architecture and governance framework designed to eliminate vendor lock-in across AI systems and software infrastructure. It defines a fully modular, interchangeable system model where AI, data, execution, and policy layers can be independently swapped without breaking system functionality, while maintaining AGPL 3.0+ compliance and machine-verifiable portability standards.

RequestStamp is a self-hosted edge request identity system that assigns a unique, traceable ID to every request entering your infrastructure. It enables real-time request tracking, rule-based decisioning, and full explainability of edge behavior across distributed systems. Designed for transparency and control, RequestStamp helps developers understand exactly what happened to any request, where, and why.

Xythera is a modular AGPL 3.0+ AI platform for sensor intelligence, open hardware design generation, and engineering automation. It enables the creation, validation, and visualization of hardware systems through constraint-driven AI, while producing step-by-step build instructions and maintaining full provenance and attribution for all generated designs.

Orbital Drive is an open-source regenerative energy framework for electric vehicles that explores how motion, airflow, braking, heat, and solar input can be coordinated into a unified energy recovery system. It is designed for simulation and experimental research into reducing wasted energy in motion through intelligent routing, modular subsystems, and adaptive optimization.

MediLens is an open-source, real-time global database tracking pharmaceutical recalls for prescription drugs, biologics, and vaccines. It provides detailed medication profiles, official recall information, and company safety assessments, all publicly accessible. Users can explore trends, receive alerts, and analyze safety ratios, promoting transparency and accountability in the pharmaceutical industry.

PropIntel – Tracking Defaults, Forecasting Trends. Open-source, AI-driven platform mapping every U.S. property. Track ownership, notices of default, liens, foreclosures, and title history, with predictive analytics and full transparency from town to state.

EurekaAI – Science Without Limits is an open-source AI-powered research idea generator that accelerates scientific discovery. By analyzing literature, detecting knowledge gaps, and generating novel hypotheses, EurekaAI empowers researchers to explore uncharted areas of science. Featuring advanced AI analysis, visualization tools, collaboration workflows, and community-driven enhancements, EurekaAI transforms curiosity into actionable insights while maintaining full open-source transparency.

EternaSphere is an open-source AI platform that models global economics, health, resources, and social systems to promote equitable wealth distribution, planetary sustainability, and human longevity. It continuously simulates policy, corporate, and environmental scenarios to guide decisions for a balanced, resilient world.

ClaimScout is an open-source AI platform that monitors code repositories, social media, and websites to detect potential copyright infringements. It automatically collects evidence, analyzes content, checks license compliance, and generates DMCA-ready reports, helping creators protect their intellectual property with intelligence and precision.

Shoebox+ is an open-source AI-powered platform designed to help users maximize the benefits of their Health Savings Accounts (HSAs). It combines receipt tracking, IRS compliance monitoring, investment optimization, and financial institution recommendations to ensure users make the most of their contributions while minimizing taxes. Shoebox+ empowers users to implement the “shoebox strategy”, letting HSA funds grow tax-free and be reimbursed at any time.

ShellScan: From Shell to Source is an open-source platform designed to map, analyze, and visualize corporate ownership networks, including shell companies, financial institutions, and emerging finance entities. Using advanced AI, predictive analytics, and immersive dashboards, ShellScan exposes hidden relationships, traces officer and board histories, and provides real-time insights into financial networks. With citizen engagement tools, policy simulations, and cross-border intelligence, ShellScan empowers transparency, accountability, and proactive financial oversight.

PicPorter is an AGPL 3.0+ open source drag-and-drop uploader designed for seamless handling of images, videos, and files. Built for blogs, forums, platforms, and custom applications, PicPorter provides an intuitive interface, flexible backend storage options, file validation, and previews. Its open source nature allows developers to integrate, customize, and extend the uploader.