B

Business Intelligence

Alpha Risk Review is a modular adversarial intelligence system that analyzes business plans by decomposing assumptions, stress-testing structural weaknesses, and simulating real-world failure scenarios. It identifies where a business is most likely to break, what conditions are required for success, and how confident the system is in its evaluation. The result is a structured, explainable risk assessment that transforms abstract business ideas into measurable, stress-tested outcomes.

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.

PulseNode is an open-source platform that gives every industry its own AI-driven persona, delivering real-time insights, innovation reports, and trend analysis. Each industry has a dedicated URL, customizable frontend, and unique voice, allowing users to experience industry intelligence as if the sector itself were speaking. Open-source and AGPL 3.0+ licensed, PulseNode empowers researchers, executives, and enthusiasts to stay informed, explore emerging trends, and make data-driven decisions.

OpenShare is an AI-powered platform that helps subscription-based businesses transition to equitable profit-sharing models, ensuring equal pay for equal work and maximizing mass appeal. It provides custom profit-sharing blueprints, AI-guided implementation, and real-time dashboards for revenue, team satisfaction, and growth.

Scaling Fairness, One Business at a Time.

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.

OpenKernel is an AGPL-3.0+ operating kernel for human capability and trajectory intelligence, designed to transform skills, experience, and resources into structured, positive-sum creation paths. It helps individuals move from consumption to creation by mapping their capabilities into evolving opportunities, projects, and systems that generate long-term value for themselves and their communities while replacing extractive models with creation-driven ecosystems.

OpenCrawler is an open-source search engine built for transparency, fairness, and user control. It delivers explainable search results through a transparent ranking system, verifies business entities using public records, and protects user privacy with encryption and consent-based location access. Designed as a community-driven alternative to traditional search engines, OpenCrawler focuses on honest indexing, accountable ranking, and privacy-first infrastructure for the open web.

Lexara is a jurisdictional intelligence and compliance structuring system that analyzes state and federal regulations to determine how referral, marketing, and compensation models can be legally structured across different entities and industries. It transforms complex legal rules into executable, risk-scored frameworks and smart contract-ready outputs, enabling compliant compensation systems for builders, influencers, and lead generation networks while maintaining jurisdiction-aware transparency and auditability.

EvolutionOS is a modular, multi-agent economic intelligence platform that evaluates industry viability, models macroeconomic and market conditions, and identifies alternative business opportunities across evolving global sectors. It transforms complex financial, geopolitical, and technological signals into structured, explainable decision support, helping organizations understand when to stay in an industry, when to pivot, and where future growth is likely to emerge.

OpenCareerForecast is an AGPL 3.0+ open-source career intelligence platform that helps users discover the true cost of their career path by comparing education expenses, wages, cost-of-living data, debt obligations, and future labor market trends. The platform analyzes colleges, universities, trade schools, apprenticeships, military careers, certifications, and entrepreneurial pathways to determine long-term financial viability and forecast future career opportunities.

Quantara is an open-source, creator-first advertising platform that connects businesses and content creators through transparent, permission-based campaigns. Businesses create product and brand ads with clear terms, while creators choose which categories, products, and partnerships they want to display across their websites, blogs, newsletters, and social media. Designed to replace traditional ad networks, Quantara prioritizes fairness, control, and performance by ensuring ads are relevant, consensual, and aligned with creator and audience preferences.

Um tutorial prático mostrando como usar LightGBM para prever conversão em depósitos a prazo, reduzir custos operacionais e aumentar o ROI de campanhas de marketing direto.

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This project contains the source files I used in a free-lance project for a book reseller.

Python environment setup SQL (mariadb) database configuration setup of a Python-mariadb connector Data enrichment with the seller's local currency value in time. Data analysis with Python [pandas, scikit-learn, matplotlib, seaborn] Brief interpretation of the data is present in the notebook.

Un projet qui regroupe la veille interne de CH Studio.

Este projeto consiste dos softwares criados pelos alunos do 5º ano de computação e cartografia do IME, por ocasião da ORF 2020 em Manaus, em apoio ao CCOp do CMA. O objetivo dos softwares é realizar ETL para BI.

A blog for business angel related to point of sale, business intelligence, business analytics and how advantage is a point of sale.