PrismManifest Secures AI-Generated Financial Data for Fintech
TL;DR. PrismManifest is an open-source Python library designed to prevent AI model errors when processing financial data in fintech applications. - The library acts as a zero-trust gate, validating numerical data extracted by LLMs and OCR before it enters financial systems. - It uses signed manifests to ensure only authorized and verified parameters proceed to deterministic financial compute DAGs. - The tool aims to mitigate 'digit drops' and other probabilistic errors from AI in sensitive financial operations.
- PrismManifest is an open-source library addressing AI safety in finance.
- It validates and authorizes numerical data from LLMs/OCR before financial processing.
- The library prevents 'digit drop' errors and ensures data integrity in fintech.
- It uses a zero-trust model with signed ParameterManifests for security.