B

business-intelligence

Sovereign is an AI specification for analyzing dependency-based systems and designing independently implementable alternatives. It prioritizes human autonomy, ownership, portability, reproducibility, economic participation, federation, resilience, and the ability to operate, migrate, replace, and sustain systems without unnecessary vendor lock-in. https://roxanneardary.com/sovereign/

Distributed Manufacturing Infrastructure is an open-source specification for transforming traditional manufacturing plants into shared, rentable industrial facilities. It combines AI-assisted facility conversion, manufacturing and engineering resources, equipment rental, advanced scheduling, financial management, quality control, intellectual property protection, shipping and fulfillment, and facility management to make manufacturing capacity more accessible without requiring businesses to own an entire factory. https://roxanneardary.com/distributed-manufacturing-infrastructure/

CampGrid is a modular campground management specification designed to connect every aspect of campground operations, from sites, reservations, rentals, and private ownership to maintenance, utilities, shared community services, accounting, tax reporting, and financial optimization. It provides a unified framework for understanding and managing the campground from the physical infrastructure to the complete financial picture. https://roxanneardary.com/campgrid/

Business Commons is a modular, AI-assisted specification that helps businesses transform existing infrastructure into shared economic opportunities while supporting independent enterprise. It provides frameworks for local marketplaces, cooperative models, space and equipment sharing, workforce coordination, repair economies, local supply chains, mobile vendors, shared financing, insurance, and transparent product provenance. https://roxanneardary.com/business-commons/

Commons Architect is an AI system for designing cooperative business models that help independent professionals share resources, reduce overhead, and eliminate unnecessary middlemen. It provides modular tools for building governance structures, legal and compliance frameworks, financial systems, and shared operational spaces across any industry, enabling users to create sustainable, self-directed cooperative organizations while preserving independence and ownership. https://roxanneardary.com/commons-architect/

LaunchCraft is an AI-powered system that transforms user skills into actionable home-based business opportunities by analyzing personal abilities, identifying real market gaps, and generating structured execution plans. It goes beyond idea generation by connecting skill sets to validated demand signals and guiding users through practical steps to launch, validate, and grow profitable ventures. https://roxanneardary.com/launchcraft/

StrataAI is an open-source, modular AI system that analyzes global gemstone markets to generate transparent, data-driven fair market valuations. By aggregating auction data, distributor listings, certification records, and geological origin information, it builds a reproducible pricing model for precious stones using machine learning and structured market intelligence. https://roxanneardary.com/strataai/

NextEquity is an open-source, AI-driven business simulation where players design, manage, and evolve companies inside a competitive market ecosystem shaped by automation, innovation, and workforce dynamics. The goal is to build profitable enterprises that remain resilient under pressure while ensuring that growth leads to shared prosperity rather than displacement. Through modular systems and emergent AI behavior, the simulation explores whether ethical, profit-sharing business models can outperform extractive ones and ultimately create an age of abundance for all. https://roxanneardary.com/nextequity/

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. https://roxanneardary.com/timefabric/

The Distributed Economic Governance System is an open-source AGPL 3.0+ modular AI platform designed to analyze, simulate, and make transparent the structure, risk, and accountability of economic and organizational systems. It models business operations, liability exposure, ownership structures, and systemic dependencies to help identify fragility, improve transparency, and support transitions toward more accountable and resilient forms of enterprise through simulation-based reasoning rather than assumption. https://roxanneardary.com/distributed-economic-governance-system/

Dimensional freight data warehouse built from public FAF data. Features a reproducible ETL pipeline, star-schema modeling, data quality validations, and decision-ready analytics SQL. Designed as an end-to-end, production-style data engineering and analytics project.

https://public.tableau.com/app/profile/artur.melnyk/viz/faf_freight_dashboard/FAFFreightAnalyticsDashboard

Business Intelligence dashboard for telecom churn analysis with KPIs, segmentation, churn-risk scoring, revenue-at-risk metrics, and retention recommendations. Includes predictive risk buckets, executive insights, derived features, and interactive Tableau views for decision support.

https://public.tableau.com/app/profile/artur.melnyk/viz/Telco_Churn_Story/TelcoChurnExecutiveDashboardSuite

End-to-end product & global market analysis for Abstract — built on Databricks/PySpark + SQL Server + Power BI. SIAM1838 IFTS Group 6.

Public examples and starter assets for Fusedash, an AI data visualization platform for dashboards, charts, maps, storytelling reports, and data chat.