What is Sherpa.ai?
Sherpa.ai offers a Federated Learning platform that enables organizations to develop better AI models by collaborating with internal departments or third parties. The platform ensures that no data is shared or exposed, as it always remains within the custodian's environment.
This approach allows for data collaborations without compromising privacy or regulatory compliance (including ISO 27011 and HIPAA certification). Sherpa.ai's technology facilitates local model training and the sharing of learnings between different parties, which are then combined into a global model. This eliminates the need for data transfers and maintains the highest security standards.
Features
- Data Privacy: Data never leaves the custodian environment.
- Regulatory Compliance: Ensures compliance with regulations like ISO 27011 and HIPAA.
- Data Collaboration: Improves AI models with data from different parties without sharing data.
- Plug and Play Deployment: Quick deployment and fast results.
Use Cases
- Accelerating clinical trials
- Fighting financial crime
- Optimizing patient care
- Forecasting operational needs
- Detecting fraud earlier
- Mitigating risk
- Driving customer loyalty
- Streamlining operations
- Optimizing supply chains
- Predicting part failures
- Breach detection
- Anomaly detection
- Connecting internal data silos
- Pre-train and fine-tune LLMs
