Case Study
How one of Dublin's leading aesthetic clinics deployed KARA, an AI-powered front desk employee, and turned a 34% reduction in missed calls into real business results. No hype. Just the numbers.
Here's something that might sting a little: most beauty and wellness businesses don't actually know how many enquiries they're missing. Not the exact number, anyway. You know the phone rings a lot. You know it gets hectic during lunch, around 5 PM, and on Saturdays. You suspect some calls slip through. But unless someone is actively tracking it, the real number stays invisible.
That's exactly what happened at one of Dublin's leading aesthetic clinics. Three branches. Over 15 practitioners across all locations. Two to three reception staff in each clinic at any given time. Three to four management staff per branch. A busy, well-run operation by any standard. And they were averaging over 1,000 missed calls per month without realising it.
Not because the team was slacking. Because the volume was simply more than any human team could keep up with during peak hours.
What the research tells us about those missed calls:
And here's the one that should keep every clinic owner up at night: 37% of 1-star reviews cite missed calls as the reason. The damage is not just the lost booking. It's the reputation hit that keeps compounding, month after month.
Take thirty seconds. Be honest with yourself on each one:
If you hesitated on any of these, you're not alone. Almost every clinic we speak to has the same reaction. The truth is, most beauty and wellness businesses have no efficient system in place that tells them how many enquiries they're missing daily and whether anyone followed up.
In January 2026, the clinic deployed KARA, the AI voice agent built by Embellics exclusively for the beauty and wellness industry. But calling KARA just a "voice agent" sells her short. Think of her more like a tireless front desk employee who never takes a lunch break, never calls in sick, and never lets a call ring out to voicemail.
KARA is not a replacement for your team. She is the safety layer that makes sure nothing slips through when your team is busy doing what they do best: looking after the clients who are already in the room.
The setup was deliberately conservative:
"Before using KARA, we didn't even know how many calls we were missing. We had a vague idea, sure, but we never actively checked. Once KARA was deployed, we started seeing the data for the first time. The missed calls were dropping, and more bookings were coming in. It directly affected revenue. That was the moment it clicked for us."Clinic Director, one of Dublin's leading aesthetic clinics
Here's the important nuance: it's not just about missed calls. It's about missed enquiries across every channel. Phone calls are the most visible, but WhatsApp messages, webchat questions, emails, even Instagram DMs can all represent paying clients who needed a response and didn't get one quickly enough. KARA is built to work across all of these channels for businesses in the beauty and wellness industry, from aesthetic clinics and med spas to hair salons, dental practices, and wellness centres.
Numbers don't need decoration. Here is the measured call data from November 2025 through June 2026. KARA was deployed in January 2026.
Figure 1: Answered vs Missed Calls, November 2025 – June 2026. The sharp drop in missed calls beginning in January 2026 coincides with the deployment of KARA by Embellics.
Source Data: Clinic Call Management System
Raw call data exported from the clinic's phone system, November 2025 to June 2026. Green line: answered calls. Red line: missed calls. The sustained reduction in missed calls is clearly visible from January 2026 onward.
| Month | Answered | Missed | Total | Miss Rate |
|---|---|---|---|---|
| Nov 2025 | 1,475 | 1,157 | 2,632 | 44.0% |
| Dec 2025 | 1,237 | 851 | 2,088 | 40.8% |
| Jan 2026 KARA DEPLOYED | 1,462 | 690 | 2,152 | 32.1% |
| Feb 2026 | 1,198 | 616 | 1,814 | 34.0% |
| Mar 2026 | 1,479 | 617 | 2,096 | 29.4% |
| Apr 2026 | 1,539 | 721 | 2,260 | 31.9% |
| May 2026 | 1,352 | 679 | 2,031 | 33.4% |
| Jun 2026 | 1,307 | 701 | 2,008 | 34.9% |
That's 337 fewer missed calls every month, a 34% reduction, sustained over five months. And notice something else: answered calls didn't drop. In April 2026 the clinic answered 1,539 calls, more than any month in the dataset. KARA isn't replacing human conversations. She's catching the ones that would have gone to voicemail.
Also worth noting: KARA was still ramping up during this period. She started on booking calls only, and was gradually expanded to handle rescheduling and cancellations. The numbers you see above don't reflect her full capability. They reflect a cautious, phased deployment.
Here's a simple framework any beauty and wellness business can apply with their own numbers:
That's €21,350 in potential monthly revenue recovery, or roughly €256,000 per year. Even if your actual numbers are half of that, it changes the business case completely.
The €21,350 figure above assumes every recovered client walks in once and never comes back. In reality, a satisfied aesthetic client returns three to four times per year. Industry data puts the average client lifetime value for aesthetic clinics between €2,500 and €10,000, depending on the services and how long they stay with you.
Let's use a conservative estimate: if each of those 61 recovered clients returns just four times in their first year at €350 per visit, that's €1,400 per client.
That's the first-year value of 61 recovered clients. Over three years at the same rate, it climbs to over €256,000. From calls that were about to ring out to voicemail.
And remember: this only accounts for the booking line on overflow. It doesn't include the rescheduling and cancellation calls that KARA also handles (saving your team significant time), repeat visits, treatment plan upgrades, retail purchases, or referrals from patients who got through on their first call instead of dialling the clinic down the road.
Try it with your numbers
Your missed calls per month × % that are bookings × your conversion rate × your average ticket = your missed revenue. Then multiply by the number of times that client would come back in a year. Most businesses are surprised by the result.
Missed enquiries cost money across every corner of the beauty and wellness industry. The ticket sizes change, the services are different, but the mechanics are identical: someone reaches out, nobody responds quickly enough, and they move on.
| Business Type | Typical Miss Rate | Avg First Visit | Est. Annual CLV | Cost Per Missed Call |
|---|---|---|---|---|
| Aesthetic Clinics | 20–40% | €300–€500 | €1,400–€2,500 | €90–€150 |
| Med Spas | 20–35% | €400–€650 | €2,600–€7,800 | €120–€195 |
| Dental Practices | 20–38% | €150–€300 | €600–€6,000 | €45–€90 |
| Hair Salons | 25–35% | €50–€150 | €600–€1,800 | €15–€45 |
| Nail Salons | 25–40% | €30–€70 | €240–€650 | €9–€21 |
| Day Spas & Wellness Centres | 30–50% | €100–€250 | €400–€1,500 | €30–€75 |
| Barbershops | 25–35% | €25–€50 | €300–€650 | €8–€15 |
Cost per missed call = first-visit ticket × 30% conversion rate. Annual CLV based on typical visit frequency and average client tenure in each sector. Sources: industry benchmark studies and platform data, 2024–2025.
The hair salon numbers might look modest per call, but the volume tells a different story. A busy salon missing 25% of its calls and experiencing 25% no-shows captures only about 56% of its potential revenue. At scale, even €15 per missed call adds up to thousands per month.
The numbers that put this in perspective:
And if you're wondering whether this applies outside beauty and wellness: yes. Businesses across trades, real estate, energy, and professional services face the same problem. An HVAC company missing just two calls a day can lose upwards of $90,000 a year. A roofing company can lose $3,150 from a single missed call. The principle is universal. But KARA is built specifically for beauty and wellness, because that's where we've chosen to go deep rather than wide.
In mid-June 2026, the clinic expanded KARA to WhatsApp and Webchat. This wasn't about replacing phone calls. It was about meeting patients where they already are.
Here's what's interesting: call volume didn't drop after deploying chat channels. The clinic answered more calls in April 2026 (1,539) than in November 2025 (1,475). That suggests chat isn't cannibalising phone calls. It's capturing demand that would never have picked up the phone in the first place.
The patient who messages at 10 PM isn't the same patient who calls at 2 PM. They're additional demand. And every one of them is a booking the clinic would have missed entirely without a channel to catch it.
Here's something most businesses haven't thought about carefully. Whether you're running Meta ads, Google ads, or both, leads come in, fill out a form, submit their details, and then... how long does it take to actually respond?
Be honest. Is it a few minutes? A few hours? The next business day? Some time next week when someone finally checks the inbox?
KARA responds in under 10 seconds. The moment an enquiry comes in, on any channel, KARA is on it. She engages with the lead, qualifies them, answers their questions, and converts. No waiting. No "we'll get back to you." No lost momentum.
The beauty of this is that your human team only gets involved where they genuinely add value. KARA handles the volume; your team handles the nuance. That is the combination that actually scales.
The effectiveness of a system like KARA comes down to one thing: knowing what to handle and what to hand off. This is where most implementations get it wrong. They try to automate everything and end up frustrating callers. KARA takes the opposite approach. Handle the predictable volume so humans can focus on the calls that actually need a human.
KARA escalates to a human when:
There's another benefit that doesn't show up in the missed call data. When KARA takes a call that she can't fully resolve, she still engages with the caller. She acknowledges them, gathers context, and transfers them back to the phone line. By the time the call reaches a receptionist, the receptionist is more likely to be free (because KARA was handling the overflow in the meantime). Without KARA, that caller would have heard nothing but ringing and hung up.
The learning curve
AI deflection rates (the percentage of enquiries fully resolved without human involvement) follow a predictable trajectory:
A UK health system study found that 89% of patients approved of AI voice agents, and the system solved 67% of patient questions without human involvement. Patient acceptance isn't the barrier people assume it is.
A Word of Honesty
KARA is not a magic wand. She's AI, and AI has limits. She can be fully trained on your business, your services, your pricing, your availability. She learns and improves continuously. But she's still AI. She won't perfectly handle every edge case or emotional conversation the way your best receptionist would. What she will do, consistently and reliably, is make sure that the routine enquiries that make up the bulk of your volume never go unanswered. That is where the revenue impact lives. Think of her as an incredibly efficient system, not a miracle.
Why May 1 to July 15? This is the comparison window where three years of data overlap, and it's the period when KARA was fully operational across voice, WhatsApp, and Webchat. She was deployed in January 2026, but the first months were a phased rollout. She started on booking calls only, and rescheduling and cancellations were added gradually. By May, KARA was running at full capacity.
| Period | 2024 → 2025 | 2025 → 2026 | 2024 → 2026 |
|---|---|---|---|
| May 1 – July 15 | -1.4% | +8.7% | +7.1% |
| July 1 – 15 only | -10.8% | +38.3% | +23.3% |
Revenue data from the clinic's CRM. The clinic switched CRM systems in 2025, which is why only limited comparable periods are available.
Two things stand out. First, revenue was essentially flat or declining between 2024 and 2025 (before KARA). Second, it grew meaningfully in 2026, during the months KARA was fully active.
Is this growth because of KARA? We can't say that definitively. What we can say is that during the same months KARA was catching hundreds of calls that previously went unanswered, and responding to leads across multiple channels in under 10 seconds, revenue grew. The correlation is worth noting, even if causation requires further analysis.
Here's what we know for certain: deploying KARA on overflow calls reduced this clinic's missed calls by 34%. That's 337 calls per month that were ringing out and are now being answered. Over eight months of data, the pattern held steady.
Here's what conservative industry benchmarks suggest: those recovered calls could represent over €21,000 in monthly first-visit revenue. Factor in lifetime value (the fact that a happy client comes back three to four times a year), and the annual impact climbs well beyond €250,000. Even at half that estimate, it changes the business case completely.
And here's the part that matters most: this wasn't a full replacement of the reception team. KARA is a safety layer. She catches what the humans can't get to, and she steps aside the moment a human is available or needed. No caller is forced to interact with AI. No complex query is left unresolved. The system is designed to make the existing team more effective, not to replace them.
The real insight from this case study isn't the percentage reduction. It's that the clinic didn't know they had a problem until they could see the data. They weren't tracking missed calls. They weren't measuring response times on WhatsApp. They had no system telling them, "You missed 40 calls today and nobody followed up."
KARA gave them visibility. And then she gave them a way to do something about it.
For any beauty and wellness business losing enquiries during peak hours, after hours, or simply when the team is stretched, the question isn't whether a system like this works. The data shows it does. The question is how much longer you can afford to let enquiries slip away without even knowing they existed.
Book a free demo and we'll calculate your specific missed enquiry cost using your real numbers. No estimates. No benchmarks. Your data.
Book a DemoOr request a free missed enquiry audit for your business.