T

traceability

Analysis and Representation of Graphs of Suspicious Operations (Analyse et Représentation des Graphes des Opérations Suspectes)

FoodLab is an open-source transparency platform that connects food brands, scientific studies, chemical compounds, and legislative frameworks into a single, structured, and fully traceable database. It is designed to document detected chemicals in foods, link them directly to published research, and map regulatory or legal provisions that may affect oversight or liability. The project is built for maximum transparency, auditability, and public accessibility under an AGPL-3.0+ license. https://roxanneardary.com/foodlab/

A structured-truth engine that transforms raw court records into verifiable, bias-resistant factual timelines. Uses authenticated document hashing, chain-of-custody validation, and a transparent metadata schema to ensure every extracted fact is fully traceable back to the source record. Built with a modern, open tech stack and released under AGPL-3.0+ with required attribution to Roxanne Ardary and roxanneardary.com. https://roxanneardary.com/constitutiontrace/

PublicEnforcer is an open-source transparency platform that tracks publicly available federal enforcement data from investigation to final resolution. By aggregating case activity, court proceedings, financial penalties, restitution, forfeitures, organizational outcomes, and related public records into searchable timelines and relationship graphs, PublicEnforcer helps researchers, journalists, developers, and citizens better understand and verify enforcement actions through auditable, source-linked data. https://roxanneardary.com/publicenforcer/

The Open Work System is an AI-driven coordination and incentive protocol for open-source development that measures contributions across projects, maps work to canonical modules, and distributes pooled funding based on verified impact. It eliminates duplicate compensation for equivalent work while ensuring every meaningful contribution is traceable, attributable, and fairly rewarded within a unified global development ecosystem. https://roxanneardary.com/the-open-work-system/

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. https://roxanneardary.com/requeststamp/

OriginSeal is an open-source AGPL 3.0+ provenance infrastructure platform for AI systems built around MCP (Model Context Protocol). It preserves attribution, lineage, and identity across AI-generated content, tools, and workflows, ensuring that every output can be traced back through a verifiable history of transformations. https://roxanneardary.com/originseal/

VoxPersona is a source-bound AI assistant platform that transforms approved content into interactive responses in text, voice, or AI-generated video. It delivers every answer with strict citations to original sources, ensuring transparency, traceability, and trust. https://roxanneardary.com/voxpersona/

AuthorityCore is an open-source AGPL 3.0+ focus-oriented AI governance and reliability framework designed to improve long-horizon task execution by reducing possibility space, enforcing objective contracts, and ensuring jurisdiction-aware, evidence-based, and fully traceable workflows under continuous human oversight. https://roxanneardary.com/authoritycore/

PhysicsMesh Platform is a law-driven simulation system that computes physical reality through invariant physics laws rather than approximation or animation heuristics. It combines modular physics engines, spatiotemporal computation, versioned material science, and full source-method-provenance tracking to ensure every simulated outcome is causally consistent, reproducible, and scientifically traceable. Rendering is strictly a downstream projection of solved physical states in 2D or 3D space, governed by a human-in-the-loop intent and consent system that ensures all simulations are explicitly authorized and auditable. https://roxanneardary.com/physicsmesh-platform/

Atlas Continuum System is a spec-driven operating system for building persistent narrative, visual, and physics-based worlds. Instead of relying on prompt-to-output generation, it compiles structured narrative specifications into consistent simulations using identity-locked character agents, reusable visual assets, and law-governed physics. Every change is traceable, governed through human approval, and designed to preserve continuity across stories, worlds, and time. https://roxanneardary.com/atlas-continuum-system/

The ingredient supplier user inserts components into the ProjectMii ecosystem. Stellar was used as proof of existence due to the high frequency of interactions.

Final consumer traces dish components from the ProjectMii ecosystem. Stellar was used as proof of existence due to the high frequency of interactions. The willingness to pay for such service has been tested in a southern Italy restaurant.