Tantoryn AI's history begins with a simple working contour, not a finished strategy: a first data pipeline paired with a basic trading-bot framework covering data collection, early risk management, asset filtering and reporting. Nothing about the eventual candidate-generation or ML layers existed yet — this was the foundation everything else was built on.