Protecto.ai

Synthetic Data for LLM Testing
•     Summary
We empower you to conduct safe testing with data that perfectly replicates the look, behavior, and feel of your production data.

Features
•     Anonymize and Utilize Data for Joins, Maintain Cardinality, and Harmonize Duplicate Databases
•     Subdivide large datasets into more manageable portions without sacrificing the data's usefulness.
•     Integrate into existing workflows, operations, and Continuous Integration/Continuous Delivery (CI/CD) pipelines



Data Redaction with Protecto.ai
Tailored Sensitive Data Detection and Redaction
•     Protecto.ai provides you with the ability to automatically detect and redact a wide range of entity types within your free-text data, from personally identifiable information (PII) to domain-specific sensitive content, all with exceptional precision. You can easily customize Protecto.ai's sensitivity detection by training our entity recognition model to align with the unique requirements of your data.

Realistic Data Transformation and Synthesis
•     Protecto.ai empowers you to transform sensitive data within unstructured text into contextually relevant synthetic data. This preserves the authenticity of your training data while enabling tailored outputs that support bias detection, ensuring your models accurately represent a diverse range of scenarios