Wireframes - AI integrations (W23–W29, W35)

Every AI surface follows the same four rules: show the grounding, expose confidence, require human approval before customer contact, and capture accept/edit/reject feedback that flows to the model console (W28). All generation runs on the local purpose-tuned LLM (3.3) unless a task is explicitly switched to a hosted API through the adapter interface. v4.3 adds the model lifecycle pipeline (W29) - how an adapter graduates from eval to production with a human signing the promotion - and interaction review (W35), which turns each call, email, and visit into playbook-fit coaching and tracked commitments. Deliberately not built: a general-purpose chatbot (every surface here is task-shaped) and a standalone lead-scoring screen (the score lives on W19; its evaluation lives on W28).

Each screen has its own page - pick one from the navigation to view the wireframe and leave comments.