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Buyer's guide

What to Look for in an AI Front Office, Before You Buy One

By Velaire Health ยท August 4, 2026 ยท 6 min read

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Buyer's guide

Key takeaways

  • โ€ขAsk which calls a system is built to handle: every call, or specifically after-hours and overflow.
  • โ€ขA real answer names exactly where a booking request lands, not just how natural the call sounds.
  • โ€ขAsk to see an actual sample monthly report before signing, not a description of one.
Which calls each plan covers
Recovery
$599/mo
After-hours only
Growth
$1,199/mo
+ business-hours overflow
Pro
$1,999+/mo
Full inbound

What calls does it actually answer#

"AI receptionist" has become a crowded category, and most vendors describe themselves the same way: answers calls, sounds natural, books appointments. The difference that actually matters is which calls a system is built to handle, and that's a design choice worth asking about directly before you sign anything.

Some tools are built as a full-time replacement for a front desk, handling every call regardless of whether staff could have picked up. Others, including Velaire, are built specifically to cover the calls a practice already misses: after hours, during overflow, when every line is busy. Recovery, at $599 a month, covers after-hours only. Growth, at $1,199 a month, adds business-hours overflow. Pro, at $1,999 a month and up, covers full inbound. If a vendor can't clearly state which of these 3 shapes their system fits, that's worth asking twice, and most practices switching to a clearer answer are live within 48 hours of signing.

Weighing vendors comes down to a short, specific list of questions.
Weighing vendors comes down to a short, specific list of questions.

Where a booking request actually ends up#

A booked appointment that lives inside a separate app your team has to check is not the same as one that lands in the calendar you already use. Ask a vendor to show exactly where a request ends up, not just how natural the call sounds, and watch what happens on screen while they demo it.

A booked appointment that lives inside a separate app your team has to check is not the same as one that lands in the calendar you already use.

The same question applies to what happens when the system can't resolve something: a complex question, a billing dispute, someone who just wants a human. Does it hand off cleanly to a live line, take a message for callback, or leave the caller stuck in a loop? Velaire routes to a live line or logs a callback, depending on how a practice configures it, and every follow-up channel gives the patient a clear way to opt out.

That handoff path matters more than it sounds. In the same 2024 Talkdesk survey, 81% of patients still said they'd rather talk to a human for actual medical advice, even though most were fine with AI handling the scheduling itself [1]. A vendor with no clean way to reach a person is solving the easy half of the problem.

What you should see in the monthly report#

"Analytics" can mean a real breakdown of calls, bookings, and recovered leads, or it can mean a login you're expected to check yourself once a month. Ask to see an actual sample report before you sign anything, not a description of what one could look like.

A report worth paying for should show, at minimum, how many calls came in, how many turned into a booking request, and how many leads got a follow-up after going quiet. Velaire includes this as a monthly ROI report on every plan, across all 5 markets it operates in, in plain language rather than a raw call log. None of this is unique to one vendor. It's the short list of questions that tends to separate a tool working quietly in the background from one that becomes another thing staff has to manage.

Coverage philosophy is the first fork in the road; what actually happens after hours is a good place to see how that plays out for one specific case, and working out the real cost of a miss helps put a number on why the answer matters.

Question to askWeak answerWhat a real answer sounds like
Which calls does it cover?"All of them, basically"A specific plan: after-hours, overflow, or full inbound
Where does a booking go?"Our app"Your existing calendar or booking tool
What's in the report?"You can log in and check"A monthly summary of calls, bookings, and recovered leads
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FAQ

Questions about this

Should I ask what calls a vendor's AI actually handles?+

Yes. Some systems handle every call; others, like Velaire, are built specifically for after-hours and overflow. Ask which shape you're buying.

What should I ask about where bookings go?+

Ask to see exactly where a captured request lands. It should be the calendar or booking tool your team already uses, not a separate app.

Is a demo description of a report enough?+

Ask for an actual sample report before signing. A description of what a report could show isn't the same as seeing one.

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