AI assistants for enquiries, orders and appointment requests

Build around the enquiries your team already handles

Different businesses need different checks. A useful assistant follows the information sources and approval steps of one defined workflow.

• Distributor WhatsApp draft orders

  Turn a customer's message into a draft containing matched product codes, quantities and missing details. Pricing and stock need an authorised, current source. Ambiguous product names, substitutions and account-specific terms go to staff. The order remains a draft until the required customer and staff approvals are recorded.

• School and college admissions administration

  Answer published process questions, explain document checklists and route enquiries to admissions staff. The assistant does not select applicants, judge eligibility or score students. Sensitive applicant information should use the institution's agreed collection process rather than an unrestricted chat.

• Clinic appointment administration

  Share approved opening hours, explain booking steps and collect the minimum details needed for an appointment request. Calendar access and confirmation rules are defined with the clinic. Medical questions go to qualified staff; the assistant does not diagnose, triage or recommend treatment.

• Hotel and property enquiries

  Answer approved questions about a room, property or viewing process and gather preferred dates. Availability must come from an agreed source. Booking and viewing requests remain clearly labelled until confirmed, with deposits, cancellations and unusual requests handled under your approval rules.

Give answers a source and actions a limit

We start with the FAQs, catalogues, policies and calendars your team approves. Each source needs an owner and an update process. If stock or pricing data is unavailable or outdated, the assistant should say that a check is needed instead of inventing an answer.

Action permissions should be narrow: reading available slots is different from confirming a booking or changing an order. The project defines required confirmations, duplicate-request handling and what happens when a connected service fails. Staff retain review of commitments, disputes, exceptions and high-stakes questions.

Test the language your customers actually use

English, Urdu and Roman Urdu can be included in the test plan using representative customer examples. Product nicknames, mixed-language messages, spelling variations and unclear quantities need specific checks. Support should be agreed from those results rather than assumed for every dialect or writing style.

A website chat, WhatsApp assistant or optional phone receptionist involves different channel setup and provider requirements. Phone projects also need tests for voice accents, background noise and spoken confirmation. Messaging, telephony, model and cloud providers may have separate usage costs, which should be identified in the proposal.

Make handover part of the first pilot

A pilot can begin with approved FAQs and draft-only actions. Test ordinary requests alongside missing information, changed dates, unavailable products and requests the assistant should decline to handle. Review whether answers are supported, details are captured correctly and people can reach a staff member.

Agree who receives escalations, what conversation context they need and what the customer sees while waiting. Set collection limits, access roles, retention and provider arrangements before using real conversations. Remote discovery, development and review can be scoped around your team's working hours and available systems.