Admin sets up once; employees photograph a question and get an answer from the company's materials — citations verified.

An image workbench for designers: describe, reference, region-edit, iterate.

AI generation → operator QA → multi-platform publishing, all traced.

Site progress, attendance, photos — one dashboard; crews report via Telegram.

Quotes, deposits, orders, referrals — one chain, customer self-serve.