Rethinking AI for a Complex Financial World
Why the next generation of financial infrastructure is not a chatbot bolted onto the rails, but an intelligent operating layer that runs the whole system
TL;DR
- Global financial operations involving payments, accounts, FX, treasury, growth, and risk are interconnected challenges.
- The next generation of financial infrastructure requires an intelligent operating layer, not just AI bolted onto existing systems.
- Ant International is developing specialized AI models, such as Antom 3-in-1 Transformer and Falcon Time-Series Transformer, to address these complexities.
- Antom 3-in-1 Transformer combines tabular, sequence, and graph data to improve payment legitimacy and reduce chargebacks.
- Falcon Time-Series Transformer uses time-series forecasting to predict FX exposures and cash flows, optimizing liquidity and risk.
- Ant International processes over 25 million transactions daily, creating a feedback loop that continuously improves its AI models.
- The future of fintech lies in specialized AI that understands specific financial problems and learns from the right data to improve decisions on revenue, risk, and trust.