Stabilize gig workers' income with AI forecasting, smoothing, and job stacking

Stabilize gig workers' income with AI forecasting, smoothing, and job stacking targets a $24.0B = 60M gig workers × $400 ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY (source: McKinsey 2023 gig economy and embedded finance growth estimates).

Key trends driving demand: Shift to freelance and platform-based work — creates a large and growing addressable population urgently needing income tools.; Embedded finance adoption — integrating financial services into non-bank apps makes monetization via smoothing and credit feasible.; Advances in AI time-series forecasting — enable accurate short-term cashflow predictions and personalized recommendations at scale.; Open banking and transaction aggregation APIs — reduce friction to build account-linked products and deliver real-time insights..