AI Front Desk

Prepare patient responses, keep staff in control

AI Front Desk is an MVP workflow for preparing first-response drafts, collecting approved intake details and preparing booking requests. Staff review patient-facing messages, confirm every booking and handle anything medical or operationally consequential.

Channels evaluated
WhatsApp
WeChat
LINE
Web Portal
In-App
Why first response wins

Research indicates that faster patient-access response is associated with higher booking conversion. AI Front Desk is being validated as a governed way to prepare the first reply without removing staff approval.

Read the research
Core Capabilities

A governed front-door workflow

The MVP prepares drafts and intake or booking requests for governed reception queues. Staff verify the information, approve responses and own the next action.

Prepared first response

AI can prepare a response draft from approved information on supported channels. Staff review and send it; the product does not promise an instant or unattended reply.

Pre-visit intake & missing info

Configured prompts can collect patient-provided history, documents and visit details. Staff verify completeness and decide what additional information is required.

Booking preparation

Where a verified scheduling path is available, AI can prepare a booking request from approved information. Your team and scheduling system make the final confirmation.

Rule-based routing for review

Institution-defined rules can prepare a routing suggestion for a reception, nurse or clinician queue. Red-flag content requires human evaluation; AI Front Desk does not diagnose or perform autonomous clinical triage.

Multilingual & multi-channel

WhatsApp, WeChat, LINE, web or in-app paths can be configured where supported. Each institution verifies the enabled channel, language and handoff.

Governed reception queues

For configured workflows, a request can become a queue item in AI Care Command Center with an owner, status and auditable review history. Staff remain accountable for the response and next action.

Use Cases

From inbound request to staff-owned next step

The MVP prepares supported inquiries, intake and booking requests for staff-owned queues; it does not book, prioritize or communicate autonomously.

Speed to first response

Prepare after-hours or overflow inquiries for staff review so the team can respond through an approved channel. Response time still depends on the institution's operating process.

Front-desk load relief

AI can prepare routine-response, intake and booking-request work, while reception and nursing staff review the information and complete the actions that need a person.

A clean handoff into the visit

Approved intake, documents and context can be handed to supported downstream workflows where the institution has verified that connection. Staff verify the record before clinical use.

Micromeet — AI for governed healthcare

Prepare first response with staff in control

Review how the AI Front Desk MVP can prepare first responses, intake and booking requests for governed queues, with your staff approving every consequential action.