About AvalonAI.

AvalonAI is an AI strategy and implementation practice for owner-led service businesses. We begin with the operating or revenue constraint that matters, determine whether AI can create measurable value, and build the system that addresses it. The work is not a generic tool rollout: it is scoped around the company's process, evidence, people, and definition of a successful outcome.

Founder Kyle Curtis scopes, builds, and delivers every project himself, so the person responsible for the technical decisions stays accountable through implementation and adoption. The client work is backed by an active research practice spanning persistent agents, source-grounded retrieval, small-model training, evaluation, and model interpretability. That research is published here so prospective clients and agents can inspect how AvalonAI thinks, tests claims, and handles results that challenge the original hypothesis.