Aurva: AI-Powered PII Detection
"During our Series A crunch, M3S single-handedly built our AI engineering team while simultaneously upgrading our PII detection system. Their hybrid BERT-CRF model achieved 98.7% recall on sensitive data identification—a 22% improvement over our legacy system."
The Challenge
When Aurva.io approached us, they were struggling with high false-positive rates in their PII detection tool, leading to alert fatigue and client churn. They needed both a technical overhaul and the right team to maintain and improve their AI systems long-term.
Our Solution
- Developed a hybrid BERT-CRF model for contextual PII detection
- Recruited and trained a specialized AI engineering team
- Implemented automated testing and validation pipelines
- Created comprehensive documentation and training materials
See It in Action
Watch how Aurva.io's AI system identifies and protects sensitive information in real-time
The Results
98.7%
Recall rate on sensitive data identification
14 Months
Zero security incidents since implementation
18%
Increase in client retention
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