An AI review layer that flags the risky 3% so analysts can ignore the boring 97%.
3%
of cases flagged, so analysts skip the rest
Flag the risky 3%
Aurora Finance didn’t need AI to replace analysts. They needed it to protect their attention. We built a review layer that surfaces the small share of cases that actually carry risk, so the team stops scanning the routine majority.
The model is deliberately conservative: when it isn’t sure, it escalates. Review throughput went up, and so did confidence, because nobody is pretending the machine is infallible.
