Solutions · AI Front Desk
Enquiries need an answer.
Your team needs a clear handoff.
When staff are busy, routine questions and appointment requests can sit unanswered. AI Front Desk supports that workflow with defined responses and human handoffs.
One system, not the whole lab.
Configured for an agreed workflow.
People remain part of the service.
How it works
From a question
to a next step.
AI Front Desk is one example of an operational system we build: an enquiry-handling layer with defined responses and human handoffs. Scope depends on the business, channel and configured integrations. It is not the company's identity, and it is not the right system for every enquiry problem.
- Respond within an agreed scope
- Use approved business information to answer routine questions, such as opening hours, service details and how to request an appointment. Questions outside that scope need a human response.
- Capture the next step
- Collect the agreed enquiry details and pass a request to the team. A request is not a confirmed appointment. Direct booking requires a configured scheduling integration and agreed confirmation rules.
- Hand the conversation to a person
- Route requests that need judgement, exceptions or information the system does not have. Agree who receives them, how they are notified and when they are available to respond.
- Support follow-up where configured
- Reminders, follow-up messages and record updates depend on channel permissions, available integrations and the agreed build. They are not included automatically.
The operating boundaries
Agree the scope.
Then connect the tools.
A working enquiry service needs more than an answer generator. Access, permissions and staff responsibilities determine what can run.
Connections are configured, not assumed.
We review the messaging channel, business information and any scheduling or record systems. Account access, API support and platform approval can affect what is available.
A handoff needs someone to receive it.
Before launch, agree the escalation rules, recipient and fallback route. A routed request is not a resolved request. Your team still needs a process for responding.
Failures need a plan.
Network interruptions, provider outages and incorrect responses are possible. Testing, monitoring and fallback arrangements belong in the scope. No system can guarantee every message is delivered or every enquiry becomes a booking.
Where it may fit
Repeated questions.
A clear service workflow.
Consider it when routine enquiries interrupt staff or requests wait without a clear next step.
That might be appointment enquiries at a practice, service requests for a home-services team or availability questions for a venue. These are possible uses, not claims of client deployments.
If the real problem is inaccurate availability, an unclear process or too few people to handle exceptions, a messaging system alone will not fix it. The audit helps identify the right intervention.
Evidence, not a sales forecast
Define what to check.
Agree the records and measures before making performance claims.
Depending on the scope, review response logs, captured requests, unresolved handoffs and integration failures. Confirmed appointments must be distinguished from appointment requests. Reporting frequency and support responsibilities are agreed in the proposal.
A demonstration shows a defined workflow. It does not establish live deployment results or predict revenue recovered.
Before choosing a system
Practical questions.
Does it work on WhatsApp or a website?
The channel is agreed during scoping. WhatsApp or website messaging may be considered, subject to supported integrations, account access and platform requirements. A demonstration on one channel does not establish that another is connected.
Can it book appointments?
It can collect appointment requests within the agreed scope. Confirmed booking requires a configured scheduling integration, reliable availability data and agreed confirmation rules. Without those, the team reviews and confirms the request.
What happens when it cannot answer?
The workflow defines which requests should go to a person, who receives them and how the customer is told what happens next. AI can make mistakes, so testing and review are part of the design. Human response times depend on staff availability.
Does it provide medical or professional advice?
No. Routine administrative information must be kept separate from clinical, legal or other professional judgement. Those requests need qualified staff. It is not an emergency service.
How long does setup take, and what does it cost?
We confirm scope, timing and pricing after reviewing the workflow and integration requirements. The proposal specifies what is included, any third-party costs and the ongoing support arrangements.
What does a demonstration prove?
A demonstration shows a defined workflow under demonstration conditions. It is not evidence of a live client deployment, recovered revenue or reliable performance in your operation. Your configuration still needs testing before launch.
Start with the operation
Is this the right fix?
Start with a review.
We review agreed priority workflows and recommend what needs to change. Scope and turnaround are confirmed first. There is no obligation to build.