Customer Support as the SERVE stage — voice, chat, ticket, and SMS connected as one system. Used today by medical practices, e-commerce operations, and service businesses.
Every call answered. Every ticket triaged. 24/7.
Your support team isn't drowning because they're bad at their jobs. They're drowning because the volume is impossible — 200 calls a day, 80% of which are the same five questions, 30% of which arrive after hours. We don't replace your support team. We remove the volume that's burning them out — so their time goes where the customer actually needs them.
10 minutes. We diagnose where your support volume is killing your team and recommend the single workflow to graduate first.
5:47 PM · TUESDAY
Incoming call — +1 (914) 555-0182
ANSWERED IN 0.4s
AI Receptionist · "Thanks for calling Eastchester Family Medicine…"
CASCADE OF ACTIONS — 38 SECONDS
From the customer's side, every dropped call is a story they tell.
A customer calls your office at 5:47 PM on a Tuesday. They have a question that takes thirty seconds to answer. The phone rings. Nobody picks up. They get a voicemail prompt. They hang up.
That's a customer who is now thinking, "I'll try a competitor."
Multiply that moment by every after-hours call, every lunch-hour call, every call that arrives when your front desk is helping someone else, every call where the team is overwhelmed and the third ring goes to voicemail. Most mid-market businesses lose 20–40% of their inbound calls without ever knowing it. Each one is a story that customer will tell — usually to one or two other people who might have become customers.
The same dynamic plays out in chat windows that go unanswered for hours, support tickets that get a holding response and then go silent for days, and emails that arrive at 6:30 PM and don't get acknowledged until 10:00 AM the next morning. From the inside, your team is doing the best they can. From the outside, the company looks like it doesn't have its act together.
THE HUREKA APPROACH TO CUSTOMER SUPPORT
Every inbound channel (voice, chat, email, SMS, social) gets answered immediately, 24/7. Routine resolutions happen automatically. Anything that needs human judgment escalates with full context to the right person in your team. The customer doesn't wait. Your team doesn't burn out. The dropped-call story stops getting told.
The question every owner asks first.
"Isn't AI voice still terrible? My customers hate IVR. They'll hang up the moment they hear a robot."
A fair question. And as recently as 2023, the honest answer was yes — most voice AI was a bad IVR with extra steps. Robotic intonation. Painful pauses. Misheard keywords. Customers pressed zero immediately.
That's not the same technology you're getting today.
Modern voice AI — built on platforms like VAPI, Retell, and Bland AI, running on top of conversational models from Anthropic, OpenAI, and Google — has crossed the threshold where most callers can't reliably tell they're not speaking to a person. Natural pauses. Appropriate intonation. The ability to handle interruptions, clarifications, and conversational redirects. Sub-second response time.
We sit with prospective clients in their office and let them call their own line. Most of them spend two minutes trying to "trip up" the system before they realize they're talking to it. The conversation feels human because the model is responding to the conversation, not reading from a script.
That said — we're honest about the limits. Voice AI handles routine well. It handles complex emotional or judgment-heavy moments less well. Our deployment philosophy reflects this: voice AI is the first responder. The moment a call requires real judgment, the system identifies that and routes to a human with the full context already loaded. The customer doesn't have to repeat themselves. The human starts the conversation in the middle.
"Want to hear it for yourself? Book a discovery call and we'll dial your own line during the conversation. You can judge for yourself before you commit to anything."
Book a Discovery Call →What we automate, in plain English.
Five workflow areas covering every inbound channel. Each is a Lego block. Most clients start with the AI Receptionist (Voice) — fastest visible result, easiest team buy-in.
The AI Receptionist (Voice)
RUNS IN REAL-TIME · 24/7
Answers every inbound call, 24/7, in your business's voice. Books appointments, takes messages, handles routine questions, routes urgency correctly. Knows your hours, your services, your pricing, your team, your scheduling rules. Sounds human enough that most callers don't realize they're not speaking to your front desk.
INSIDE THE WORKFLOW
- Always-on availability — 24 hours, 7 days, every holiday
- Custom greeting in your brand voice and tone (warm/professional/clinical/casual — calibrated to your business)
- Appointment booking with real-time calendar integration (no double-books)
- FAQ handling — pricing, hours, location, services, common questions
- Intelligent escalation — emergency keywords trigger immediate human routing; complex matters take a message; routine matters get handled
- Multilingual support where needed (Spanish, Mandarin, Vietnamese — varies by deployment)
- Every call logged with transcript, action taken, and outcome
- Integrations: EHR, CRM, scheduling tools, dispatch software, calendar systems
TYPICAL RESULTS IN 90 DAYS
60% reduction in call volume to humans · Zero missed calls · After-hours capture goes from 0% to 100% · Front desk anxiety drops measurably · Eastchester Family Medicine: 200+ calls/day handled, no-show rate cut from 18% to 5%
Eastchester numbers are named. Other ranges are illustrative from project case study material.
Chat & FAQ Auto-Response
Handles inbound chat and contact-form submissions instantly. Answers common questions from your knowledge base, books appointments, takes leads, and escalates anything that requires judgment to your team with full conversation context attached.
INSIDE THE WORKFLOW
- Website chat widget with sub-3-second response time
- Knowledge base grounded in your actual content (your services, your pricing, your policies) — not generic answers
- Lead capture for new prospect inquiries
- Appointment booking integrated with calendar
- Escalation to human team via Slack, Teams, or email — with conversation history attached
- Multilingual where needed
- Sentiment detection — frustration triggers faster escalation
TYPICAL RESULTS IN 90 DAYS
55–70% of chat tickets resolved without human · Response time goes from hours to seconds · Lead capture rate from chat improves 2–3× · Team's daily ticket queue cut in half
Eastchester numbers are named. Other ranges are illustrative from project case study material.
Ticket Triage & Tier 1 Auto-Resolution
Handles inbound email and support tickets the way a senior support specialist would — reads the message, identifies the issue type, resolves what it can, and escalates what it can't with the right priority and routing.
INSIDE THE WORKFLOW
- Email and ticket monitoring across your support inbox(es)
- Issue classification (order status, return request, billing question, complaint, etc.)
- Tier 1 auto-resolution for common patterns — order status lookups, simple how-tos, account info changes
- Sentiment scoring per ticket
- Priority assignment based on customer value, sentiment, and issue severity
- Routing to the right human team member with conversation context and recommended response draft
- Follow-up tracking — tickets that the system handled automatically get a satisfaction follow-up
TYPICAL RESULTS IN 90 DAYS
55% of tickets resolved without human · Average ticket resolution time drops from days to hours · Support team focus shifts to complex/sensitive matters · Customer satisfaction scores improve 20–30%
Eastchester numbers are named. Other ranges are illustrative from project case study material.
SMS / Email Confirmations & Reminders
RUNS IN REAL-TIME · 24/7
Sends the right confirmation, reminder, and follow-up message at the right time — through the channel the customer prefers. Stops appointments from being forgotten, orders from going un-confirmed, and customers from feeling neglected between interactions.
INSIDE THE WORKFLOW
- Appointment confirmation at booking
- Reminder at 48 hours before appointment
- Reminder at 2 hours before appointment
- Post-appointment thank-you and (where appropriate) review request
- Order confirmation, shipping update, delivery confirmation flows
- Re-engagement messaging for customers who haven't returned in N days
- Channel preference learning — texts for customers who prefer SMS, emails for customers who prefer email
- Two-way SMS — customer can reply "yes" to confirm, "reschedule" to trigger rebooking flow, or use natural language
TYPICAL RESULTS IN 90 DAYS
No-show rate cut by 60–75% · Customer satisfaction up because nobody feels forgotten · Front desk no longer running manual confirmation calls · Re-engagement campaigns produce measurable repeat business
Eastchester numbers are named. Other ranges are illustrative from project case study material.
Sentiment Detection & Smart Escalation
Watches every customer interaction across every channel for signals of frustration, churn risk, or escalation need — and intervenes before a routine issue becomes a complaint.
INSIDE THE WORKFLOW
- Real-time sentiment scoring on every chat, ticket, and call
- Trigger thresholds calibrated to your business (low/medium/high sensitivity)
- Automatic priority elevation when sentiment crosses defined threshold
- Direct escalation to a senior team member or manager when needed
- Customer history awareness — repeat-contact customers get faster escalation than first-time inquiries
- Cross-function signals — negative sentiment in support triggers customer success intervention; positive sentiment triggers testimonial outreach
- Weekly executive summary of sentiment trends, top complaint themes, recurring frustration patterns
TYPICAL RESULTS IN 90 DAYS
Frustrated customers reached by a human within minutes (not days) · Complaint escalation to social media drops measurably · Pattern recognition surfaces recurring product/service issues for root-cause work · Customer churn related to support issues drops 30–50%
Eastchester numbers are named. Other ranges are illustrative from project case study material.
Same customer. Same request. Two very different experiences.
Below: what a generic chatbot does vs. what the Hureka AI Receptionist does — when a real customer calls to reschedule an appointment.
BOT
Hi! I'm the virtual assistant for [Practice Name]. How can I help?
CUSTOMER
Hi, I need to reschedule my appointment for next Tuesday.
BOT
I can help with that! What is your full name?
CUSTOMER
Sarah Chen.
BOT
Thanks! What is your phone number?
CUSTOMER
555-867-5309.
BOT
I'm sorry, I can't find a record matching that information. Please call our office during business hours, Monday through Friday, 9am to 5pm.
Customer hangs up. Calls a competitor practice instead.
Customer abandoned. Appointment not rescheduled. Practice lost a touchpoint and possibly the customer.
RECEPTIONIST
Thanks for calling Eastchester Family Medicine. This is the front desk — how can I help?
CUSTOMER
Hi, I need to reschedule my appointment for next Tuesday.
RECEPTIONIST
Of course. I can see you have an appointment with Dr. Martinez on Tuesday the 27th at 2 PM. What would work better for you?
CUSTOMER
Maybe Thursday afternoon?
RECEPTIONIST
Let me check — Dr. Martinez has an opening Thursday the 29th at 3:15 PM, or Friday morning at 10:00. Which works better?
CUSTOMER
Thursday at 3:15 is great.
RECEPTIONIST
Done. You'll get a confirmation text in the next minute. Anything else I can help with?
Total call time: 38 seconds.
BEHIND THE SCENES
- Calendar updated
- SMS confirmation sent
- EHR appointment record updated
- Original 2pm slot released for rebooking
Customer Support doesn't end at "ticket closed."
Every support interaction is data the rest of your business needs. With a connected system, that data flows automatically.
Customer contacts support about hitting a usage limit on their plan
The opportunity is flagged in Sales' pipeline view; an account manager is notified with the conversation context and a draft upgrade conversation; the support resolution includes a soft mention of the next tier (no hard sell).
Sentiment scoring identifies a frustrated customer through a chat interaction
Customer Success is alerted within minutes; the customer's health score updates; an outreach is queued for human review and send within 24 hours; the underlying issue gets root-cause investigation.
Twelve different customers ask variations of the same question in a week
The pattern surfaces as a content gap; a blog post or FAQ entry is queued to address it; the marketing nurture sequence is updated to pre-empt the question for new customers; the support knowledge base gets a new entry.
Where to start.
Five workflows is a lot. Most clients start with the AI Receptionist (Voice) because the visible result is immediate — week one, the team notices, customers notice, the front desk's anxiety drops.
| If your loudest support pain is… | Start here | Why first |
|---|---|---|
| We miss too many calls and customers hate the IVR | AI Receptionist (Voice) | Most visible result (week 1); biggest immediate ROI; team feels relief fastest |
| Our website chat goes unanswered for hours | Chat & FAQ Auto-Response | Instant deploy; immediate response time improvement; lowest implementation cost |
| Support tickets pile up because of repetitive questions | Ticket Triage & Auto-Resolution | Tier 1 volume reduction lets your team focus on real complexity |
| Patients/customers no-show or forget appointments constantly | SMS/Email Confirmations & Reminders | Most measurable revenue impact (no-shows = lost revenue); deploys in days |
| Complaints are escalating to social media before we hear about them | Sentiment Detection & Smart Escalation | Cross-cutting; protects reputation; usually layered onto other workflows |
For most medical practices, professional services, and service-based businesses, the answer is: start with the AI Receptionist. For e-commerce and SaaS, chat and ticket triage usually come first. The Audit's job is to tell you which row applies to your specific business.
Tools we connect to — not replace.
VOICE PLATFORMS
VAPI · Retell · Bland AI · Twilio · RingCentral · 8x8 · OpenPhone
HELP DESK / TICKETING
Zendesk · Intercom · Freshdesk · HelpScout · HubSpot Service Hub · Salesforce Service Cloud
LIVE CHAT
Intercom · Drift · Crisp · Tidio · LiveChat
EHR / HEALTHCARE
Athena · DrChrono · Epic · eClinicalWorks · Practice Fusion · NextGen · Kareo
SCHEDULING
Calendly · Acuity · Square Appointments · NexHealth · Custom EHR scheduling
SMS / MESSAGING
Twilio · MessageBird · Vonage · WhatsApp Business · Apple Business Chat
Your phone system stays. Your help desk stays. Your EHR stays. The Brain connects them — and adds the intelligence layer that was missing.
What this looks like for a real medical practice.
Eastchester Family Medicine — 22 employees, $5.8M annual revenue, Eastchester NY. Started entirely with Customer Support workflows. Here's their first six months.
CLIENT PROFILE
Eastchester Family Medicine
22 employees · $5.8M revenue · Eastchester, NY
STARTING STATE
AI-Assisted only — ChatGPT in browsers for occasional drafting. Operational systems (EHR, scheduling, billing) worked the way they had for years.
SUPPORT PAIN POINTS
- · 200+ calls per day overwhelming the front desk
- · 18% no-show rate costing ~$180K annually
- · Zero post-visit patient follow-up
- · HIPAA compliance docs eating 10+ hrs/week
- · Google rating 3.8 vs competitors at 4.5+
WEEKS 1–6 · CONSULTING + BAA
Audited operations. Educated physician, practice manager, and office lead on HIPAA-compliant AI. Signed Business Associate Agreement. Created AI usage policy. Framework approved. No software built yet.
MONTH 2 · AI RECEPTIONIST GOES LIVE
24/7 call answering, appointment booking, prescription routing, emergency triage. Front desk call volume ↓60%. Zero missed calls. After-hours capture from 0% to 100%.
MONTH 2 · SMS REMINDERS GO LIVE
Automated 48-hour and 2-hour reminders with two-way SMS confirmation. No-shows ↓ from 18% to 5%. Approximately $135,000 in annual revenue recovered.
MONTH 4 · POST-VISIT FOLLOW-UP + REVIEW REQUESTS
Sentiment-aware Google review requests timed to happy moments. Patient satisfaction ↑32%. Google reviews doubled in 90 days. Rating moved from 3.8 to 4.6.
MONTH 6 · CURRENT STATE
Eastchester is AI-Enabled across 6 workflows spanning Customer Support, Customer Success, Legal, and Finance. Two Customer Support workflows have graduated to AI-Native (autonomous SMS reminders and review requests). The other four operate with human approval.
"I was cautious about AI. They started with one thing — phone answering. When the front desk saw it work in week one, they were the ones asking for more."Read the full Eastchester case study →
Common questions about Customer Support AI.
No. It removes the volume that's burning them out — 80% of calls are the same five questions, and 30% arrive after hours. Your front desk team is freed to focus on the patients/customers physically in the office, the complex issues that need real judgment, and the relationship-building work that nobody can automate. Most practices end up needing fewer new hires as they grow, not laying off existing staff.
Live now
Our AI Email Support is already live.
Connect your inbox and watch it draft accurate, on-brand replies to your real customer emails — free, no credit card. The easiest first step, and everything it learns becomes part of your company brain.
Three ways to take the next step.
Pick the level of engagement that fits where you are. On this page, the AI Audit is highlighted — because its specific job is to tell you which support workflow to graduate first.
Book a Discovery Call
10 minutes. We diagnose your customer support operation and recommend the specific workflow to graduate first. 1-page Strategy Memo in 48 hours.
Book a Discovery CallBook a Discovery Call
30 minutes with Roopak. Includes a live demonstration of the AI Receptionist — we'll dial your number during the call.
Book a Discovery Call