Beyond a FAQ page with a text box
Chatbots fail when they cannot see live order status, invent return policies, or leave users stuck with no path to a person. We build assistants that read from your real systems: orders, tickets, bookings, inventory, not static FAQ pages alone.
For a marketplace we tied conversations to specific products and orders so buyers and sellers were not repeating information already in the system. For an operations platform we built an internal assistant that answers stock and margin questions from live data, not outdated spreadsheets.
When the bot should act, not just reply
The assistant can look up a record, create a ticket, or send a notification when that is what the user needs. We set permissions so a customer-facing bot cannot trigger admin actions. When the bot is unsure, the full conversation goes to your team so customers do not repeat themselves.
When data must stay on your servers
Banks, government contractors, and healthcare clients sometimes cannot send customer data to third-party AI services. We can run open models on your infrastructure with the same document search and tool connections as cloud setups. We will tell you upfront where capability differs so you can decide.