LoreSpec: Open Standard Brings Portability and Auditability to AI Agent Conversations

LoreSpec addresses a critical gap in AI operationalization by providing a model-agnostic standard for capturing and structuring AI agent outputs. This enables enterprises to audit AI decision-making processes, port conversations across different LLMs, and seamlessly integrate AI results into production systems—essential for building trustworthy and compliant AI applications at scale.