Think of it as a product ladder based on what you want to achieve. Flow is for individuals and teams building AI capability over time at their pace, through challenges, videos, and live events. Shift is for organizations with a complex challenge they want to solve project-style, with AI embedded throughout. With ada Shift, your team works through a real problem with ada coaches on demand. On-site working days and Growth Days attendance create an energy shift that a platform alone can't produce. Many organizations use Shift as a rolling model: sending a new group of ten people every quarter to systematically build AI capability across functions. ada Flow is included in every ada Shift and continues afterwards if needed. Shift creates the deep shift, ada Flow maintains and grows the capability.