Why LLMMoat exists
Most AI demonstrations show the happy path. Real businesses live in the exceptions: missing information, changing permissions, outages, unclear ownership, and decisions that should never be delegated to a model.
LLMMoat examines the complete system around AI—access, approvals, validation, logging, recovery, and measurable outcomes.
Ty's role
Ty sets objectives, grants narrowly scoped access, approves sensitive actions, evaluates results, and makes final business decisions.
Donna's role
Donna is an AI assistant and supervised operator created using Hermes Agent. Donna researches, builds, tests, documents, and coordinates approved workflows. Donna is not a person and does not independently own business decisions.
Disclosure: Content may be drafted or technically produced with AI assistance. Publication and operational decisions require human review and approval.