This project began to be conceived and developed in 2024 with the purpose of accelerating and automating various tasks in the finance department. As artificial intelligence advanced and experience accumulated over those years, it went through several rebuilds and adjustments to operate in the most efficient and optimized way possible. One of those rebuilds involved reconstructing the project from the ground up, expanding its scope beyond finance to cover every department in the company, making it a full management hub. That is why the changelog entries and roadmap milestones start in March 2026. It is worth noting, however, that a significant portion of the features are not being built from scratch: they are being rewritten to meet every standard of quality, optimization, and maintainability, ensuring the system's long-term durability. This means several sections tend to move faster, as they draw on a solid technical foundation and accumulated expertise, a process being further accelerated through the strategic use of artificial intelligence in specific areas, without compromising software quality.