AI that scaled a compliance platform 4x
A Series A SEC/FINRA compliance platform.
- revenue growth in a year
- 4x
- accuracy
- 60% → 90%
- pipeline reliability
- 99.98%
- messages checked a month
- 4M+
Challenge
This AI-native SEC/FINRA compliance platform was growing fast but hitting a classic early-stage trap: its AI system wasn't accurate enough, wasn't measurable, and wasn't scalable. Accuracy hovered around 60%, progress could not be measured, and the CTO was the only subject-matter expert.
What we built
A golden dataset and an eval loop, then a multi-stage compliance system for email and chat, from fine-tuned open-source models to an LLM reasoning layer. Trained annotators and model voting cleared the bottlenecks, with our engineers shipping fixes straight to production.
Results
- 4xrevenue growth in a year
- 60% → 90%accuracy
- 99.98%pipeline reliability
- 4M+messages checked a month
We've saved an untold number of hours. We're able to make consistent progress on our AI capabilities without having to build out a whole team. [...] Crisp has made the wow scalable.
