Hey @[Fady-Desoky-Saeed-Abdelaziz], great point!
You're absolutely right that once agents start moving money, speed takes a backseat to control. In my research, the systems that work best implement what I call "verified thresholds" - where transactions under a certain amount ($10-20 typically) can flow automatically, but anything larger triggers a quick verification ping.
The validation layer is crucial! What I've seen working well is:
- Behavioral pattern recognition (your agent learns your normal habits).
- Dual confirmation for irregular payments.
- A "pause button" humans can hit during suspicious activity.
The Portland chain I mentioned? They actually fixed their hallucination issue by adding a simple two-factor check for discounts of 20%.
Sometimes the smartest solution is the simplest one!
Would love to hear what validation approaches you've seen work in your experience!