Monthly iteration support for an existing local-first AI prototype. This service is for prompts, models, orchestration, tool behavior, integrations, testing, evaluation, and local-inference workflows, not general business-automation maintenance.

Includes up to 4 hours per 30-day service period for prompt and workflow refinement, model or configuration changes, integration fixes, testing, and small feature iterations. A first meaningful update is typically delivered within 7–14 days, depending on scope and required access.

Unused included time does not roll over. Additional work is discussed and approved before billing at $45/hour.

New applications, substantial integrations, major feature expansions, and local-first AI work beyond the monthly allowance are separately scoped.