OpenTalon

LLMs are excellent at writing code, but bad at making business decisions. Cloudflare’s Code Mode idea – let the model write the script, and let an expert system run it – is a natural fit for EITL. A claims-processing example in the Talon language.

Managing AI agents in the enterprise means solving for security, knowledge access, and orchestration at the same time. A look at OpenTalon – an EITL-first framework that combines LLMs with expert rules for corporate AI architecture.