roxanne_ardary/ai-and-the-automobileCurated collection of open specifications for AI-integrated vehicle systems, covering autonomy, perception, navigation, energy management, safety, diagnostics, and secure updates across embedded, IoT, and cloud platforms.
The AI and the Automobile collection brings together multiple specifications that define how AI integrates into modern vehicle systems. Across the set, it treats the automobile as a software-defined platform where intelligence is distributed across perception, control, navigation, and energy management layers. The specs emphasize real-time computing constraints, safety-critical architecture, and the shift from static mechanical systems to continuously evolving software-driven mobility.
Together, the specifications also outline how automotive AI should be developed and maintained through open, interoperable systems with strong safety practices. They highlight collaborative development models, simulation and validation pipelines, and human-in-the-loop oversight to ensure reliability in edge cases. The collection frames vehicle intelligence as a layered system combining AI autonomy, redundancy, diagnostics, and secure update mechanisms to support safe and scalable deployment.
All specifications are released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+) and may be used free of charge with the required attribution under Section 7 of the license. Organizations that require attribution-free commercial deployment may obtain a Specification Branding License (SBL). Licensing fees are determined based on the specific specification, deployment scope, and the scale of the network or environment in which it is deployed.
AIChauffeur
https://roxanneardary.com/aichauffeur/
AI driving efficiency coach for vehicles that provides real-time coaching. It focuses on predictive energy optimization for better vehicle performance.
Crosswater
https://roxanneardary.com/crosswater/
An open-source autonomous amphibious vehicle platform designed to operate across land and water. It uses electric propulsion, modular hardware, and an open autonomy stack.
DashHub
https://roxanneardary.com/dashhub/
An open source universal automotive dashboard platform. It retrofits any vehicle into a modular, connected, and future-ready smart system.
DrivePass
https://roxanneardary.com/drivepass/
An open-source, privacy-first vehicle access platform. It replaces traditional key fobs with encrypted, identity-based authentication and secure remote start control.
FluxGrid Infrastructure
https://roxanneardary.com/fluxgridinfrastructure/
An open-source wireless EV charging and intelligent grid system. It enables autonomous, cable-free vehicle charging with integrated safety, thermal, and energy management layers.
FluxCore Mobility
https://roxanneardary.com/fluxcore-mobility/
A modular, encrypted edge AI vehicle intelligence system. It is built for consent-bound, privacy-first autonomous and assisted driving.
FuelAI
https://roxanneardary.com/fuelai/
An open-source platform that uses AI to find the cheapest way to power journeys. It compares real-time energy prices and optimizes routes accordingly.
LumenAudio
https://roxanneardary.com/lumenaudio/
A modular AI-driven audio mesh for modern vehicles. It unifies streaming services, open-source media, and local sources into a voice-controlled, context-aware infotainment system.
Odessa Drive
https://roxanneardary.com/odessadrive/
Open-source intelligence for the road using an AI-powered system. It voice-tracks mileage, fuel, and repairs while maintaining IRS-compliant records.
Open Aerial Autonomous Safety System (OAASS)
https://roxanneardary.com/open-aerial-autonomous-safety-system/
A modular open-source autonomous mobility safety platform. It combines multi-sensor perception, predictive collision avoidance, and emergency aerial escape systems.
Orbital Drive
https://roxanneardary.com/orbital-drive/
An open-source regenerative energy framework for electric vehicles. It explores coordinated energy recovery from motion, airflow, braking, heat, and solar input.
PatentCortex
https://roxanneardary.com/patentcortex/
The brain behind engineered systems that transforms complex patents. It creates structured, searchable engineering intelligence.
PathAI
https://roxanneardary.com/pathai/
An AI-powered fleet compliance platform. It automatically tracks GPS data to generate real-time compliance reports, optimize routes, and improve logistics safety.
PathCore AI
https://roxanneardary.com/pathcoreai/
An open-source, voice-driven navigation intelligence system. It delivers conversational, privacy-first, predictive routing for smart vehicles.
Project SynthesisMotion
https://roxanneardary.com/project-synthesismotion/
An open-source adaptive motion intelligence framework. It unifies real-time vehicle identity modeling, physics-informed control, and safety-verified autonomous systems.
PulseDrive
https://roxanneardary.com/pulsedrive/
An open-source, AI-assisted driver safety system. It verifies sobriety and continuously monitors driver identity and attention using edge AI.
RegenMatrix
https://roxanneardary.com/regenmatrix/
AI-controlled regenerative energy system for vehicles. It optimizes energy recovery and efficiency.
RoadSage
https://roxanneardary.com/roadsage/
An open-source AI vehicle intelligence system. It monitors real-time mechanical behavior to predict failures and enable proactive maintenance.
StoneBack
https://roxanneardary.com/stoneback/
An open-source, repairable rear-vision system for vehicles. It combines industrial-grade imaging, split camera-and-compute architecture, and a fully open software stack.
TerraRoam
https://roxanneardary.com/terraroam/
An AI-powered, vehicle-aware open-source travel intelligence platform. It supports safe routing, camping discovery, and real-time trip planning.
TrueRoute
https://roxanneardary.com/trueroute/
An open-source, vehicle-aware navigation and travel intelligence platform. It combines real-time routing, scenic exploration, offline navigation, and AI-powered trip planning.
TruthVIN
https://roxanneardary.com/truthvin/
An open-source, transparent vehicle valuation system. It replaces opaque pricing guides with real market data and verifiable algorithms.
Vehicle Overlay System (VOS)
https://roxanneardary.com/vehicle-overlay-system/
A universal retrofit platform that adds secure AI and connectivity. It provides edge computing capabilities to any vehicle without modifying safety-critical systems.
VoltMesh
https://roxanneardary.com/voltmesh/
An open-source mobility platform that replaces proprietary in-car systems. It creates a universal, hardware-agnostic mesh network for vehicle intelligence and EV optimization.
Wayfare
https://roxanneardary.com/wayfare/
An open-source mobility platform for owners to earn with rides. It provides transparent pricing, real-time availability, and local discovery features for riders.
Open Arsenal Automotive Specs are released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).
By contributing to any project, you agree that your contributions will also be released under this license.
Please note the following:
notice.md.For full legal details, please refer to the AGPL-3.0+ license and the project's notice.md file.
Open Arsenal Hub
https://gitlab.com/Roxanne_Ardary/open-arsenal-specs