Ai Business Automation Website

I’m building a web-based platform that puts everyday business tasks on autopilot. The core of the site will be an AI engine that takes over customer support, monitors and updates inventory in real time, and handles scheduling or appointment booking without human intervention.
What I need from you is the full stack: ux that feels effortless for staff, robust backend logic that lets the ai plug into data sources, and clean, maintainable code so new features can be added later. Models for chat, classification, and forecasting should work together so the same dashboard can answer customer questions, predict stock levels, and confirm time slots.
Please outline:
• which frameworks or libraries you plan to use for the front-end, back-end, and ai layers
• how you’ll train or fine-tune the models (or connect to an api such as openai, dialogflow, etc.)
• The deployment approach, including hosting and basic scalability considerations
A concise demo or staging URL