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Internet of Things

Graph-based Live Anomaly Detection on Semantic Streams

OpenReplica is an open-source website replication tool that lets users instantly clone, clean, and export any website into a fully portable project they own and control. Built to eliminate subscription lock-in and proprietary restrictions, it transforms live websites into editable, self-hostable codebases in seconds. With a focus on simplicity, speed, and true digital ownership, OpenReplica gives users the ability to build once and never be trapped again.

NodeHR is an open-source, self-hosted HR concierge and workflow automation platform that transforms employee questions into secure, policy-aware actions. It combines AI-powered assistance with structured workflows to handle PTO requests, policy lookups, onboarding guidance, and internal HR processes directly within tools like Slack, Teams, or web portals. Designed for organizations that own their stack, NodeHR prioritizes privacy, encryption, modularity, and full auditability while eliminating repetitive HR workload through automation.

Civic is an AI-powered hyperlocal community platform that connects residents, businesses, and local organizations within individual town-based instances. It combines mini blogs, rich media posting, a local business directory, events, and intelligent AI assistance into one unified system. Designed as a modern digital civic space, Civic enables people to discover what’s happening nearby, share meaningful updates, and build stronger, more trusted local communities.

HelixPlan is an open-source spatial intelligence system that reconstructs accurate architectural floorplans from walkthrough video and minimal dimensional inputs. Using computer vision, SLAM, depth estimation, and structural reasoning, it transforms real-world motion into structured 2D and 3D representations of interior spaces, including walls, rooms, doors, windows, and stairs.

CommonsHome is an open-source, AI-powered platform for home staging, real estate marketing, and spatial intelligence. Using computer vision, generative AI, and modular analytics systems, CommonsHome helps transform property photos into optimized, market-ready listings through automated staging, layout design, photography guidance, and performance-driven listing intelligence.

MetaBridge is an open-source, ontology-driven data integration and communication platform designed to enable secure, multi-party data sharing through controlled schema evolution, validated ETL pipelines, and strong governance. It provides a modular system for ingesting, transforming, and synchronizing data across heterogeneous systems while maintaining full auditability, spec hygiene, and access control.

ResponseOS is an open-source platform for reproducible clinical research analysis that re-examines medical studies to identify what truly drives patient outcomes. It aggregates and normalizes clinical trial data, applies Bayesian and meta-analytic methods to measure treatment effects against placebo signals, and highlights areas requiring further biological investigation. Designed for transparency and auditability, ResponseOS builds a continuously updated knowledge system where all analyses are versioned, reproducible, and open to scientific scrutiny under the AGPL-3.0+ license.

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.

Fluxara is a physics-native intelligence system for modeling, simulating, validating, and optimizing energy and motion systems. It combines AI-driven design with physics-based simulation and strict constraint enforcement to ensure every generated engine, turbine, or propulsion architecture behaves consistently with real-world thermodynamics and mechanical laws.

SolderSense is an open-source, privacy-first programmable mouse designed for full user control at every level—from hardware and firmware to macros and configuration. Built with auditable, reproducible components and a deterministic execution model, it eliminates telemetry, cloud dependency, and proprietary lock-in. It empowers users with secure, offline-first input control and optional local AI assistance, all while maintaining complete transparency and verifiability.

Agility Copilot is a modular, rule-based agility course design system that enables users to create, validate, and optimize competition-ready courses within real-world space constraints. It supports multiple federation rule sets through a plugin architecture, combining constraint validation, spatial optimization, and interactive 3D visualization. Users can design and modify courses using text or voice input while ensuring full compliance with selected agility standards.

TimeFabric is an open-source, self-hostable scheduling and time orchestration platform that unifies appointments, services, and workflows into a single modular system. It features voice-activated scheduling, weather-aware conflict detection, cross-device real-time sync, and customizable printable calendars, giving businesses full control over how they manage and automate time.

Axis Intelligence is an open-source, modular ambient AI platform designed to function as the central intelligence layer of a modern smart home. Built with a local-first approach, it combines real-time voice interaction, AI reasoning, voice cloning, and smart home automation into a unified system that users can fully control, extend, and customize.

ProviderLedger is an open-source transparency platform that organizes verified public records on licensed providers serving individuals with intellectual or developmental disabilities (IDD). It brings together licensing data, inspections, funding sources, and structured incident reports into a single, source-backed system to improve visibility and accountability in care services.

Ecliptic is a decentralized, encrypted, and self-healing web infrastructure system that enables every participating device to store, mirror, and serve web content without relying on centralized servers. Built as a peer-to-peer network, it distributes data across independent nodes with automatic redundancy, secure encryption, and adaptive routing, creating a resilient and community-driven alternative to traditional web hosting.

CIRRUS GRID is a modular atmospheric intelligence network that transforms airspace into a distributed, self-healing communication and compute system. It operates across ground, low-altitude autonomous swarms, and stratospheric platforms to enable persistent connectivity, real-time sensing, and adaptive coordination without reliance on fixed terrestrial infrastructure.

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SteadyMission is an open-source AI simulation and mission-alignment platform that helps organizations achieve business objectives without compromising their mission, values, or long-term direction. By combining multi-agent AI reasoning, strategic scenario modeling, and mission-aware constraint systems, SteadyMission evaluates whether proposed strategies remain aligned with organizational principles before real-world execution.

GuardianNX is a modular, AGPL-3.0+ open source home security operating system designed to eliminate vendor lock-in through fully replaceable hardware and software components. It integrates edge AI surveillance, encrypted sensor networks, and autonomous response systems into a unified, privacy-first platform that operates locally by default and remains fully functional without cloud dependency.