Main Street AI for Dental — An AI Operating Layer for Independent Practices
Pilot Cohort 2026 · Accepting Applications

An AI operating layer for your practice.

A founder-led 30-day pilot for independent dental practices. Live after-hours coverage and a daily briefing dashboard from day one. By day 30, a clear diagnostic of where patient opportunity is leaking — and the start of an AI edge your competitors can't buy off a shelf.

30-day bounded engagement Founder-led setup No contract beyond the pilot
Positioning

Not another generic AI receptionist.

The market is crowded with vendors selling 24/7 answering and instant scheduling. For an independent practice, the right buying criteria — and the right partner — look different.

Option A

Generic AI Receptionist

Fast answer, narrow product
  • Generic scripts and templates
  • Sells phone answering as the whole product
  • Overpromises auto-scheduling on day one
  • Ends at the call — no path forward
Option B

Enterprise AI Platform

Strong product, slow buy-in
  • Customization reserved for larger accounts
  • Independent practices wait behind enterprise
  • Higher cost, longer implementation runway
  • Built for scale, not for your practice
The 30-day pilot

Five steps to a diagnostic
you can actually act on.

You forward after-hours and overflow calls to a line we configure for your practice. From day one, your team works from a daily briefing dashboard — ranked call summaries, urgency flags, and follow-up tasks, all in one view. The day-30 report looks like the one below.

i Week 0

Configure

Your hours, services, FAQs, escalation rules, brand tone — and exactly how your front desk wants to be notified.

ii Day 1

Forward

After-hours and overflow calls forward to the AI line. Your in-hours flow stays exactly as it is today.

iii Live

Capture

The AI handles approved FAQs, captures intent, flags urgency, and pushes every call straight into your team's briefing dashboard.

iv Daily

Follow up

Your team starts each morning at the dashboard — ranked summaries, urgency flags, suggested follow-ups, all in one place.

v Day 30

Review

You receive the diagnostic and a recommended roadmap for which workflows are worth automating next.

Each morning · from day one
Daily AI briefing dashboard — illustrative view showing the morning greeting, prioritized tasks, an urgent callback for a patient with severe tooth pain, and a scheduling section listing unconfirmed appointments.

What your team opens each morning — ranked summaries, urgency flags, and follow-up tasks generated overnight from the previous day's calls.

On day 30 · the diagnostic
▸ Pilot Report · Sample

Bright Smile Family Dentistry

30-day window
Prepared by: Samer Abbas, Founder
Status: Diagnostic
$40,184
Patient opportunity captured or at risk over 30 days — concentrated in the after-hours, evening, and overflow windows your front desk can't reach.

Captured opportunities

After-hours & overflow answer ratevoicemail → 100% live
avg pickup ~7 seconds · 290 calls that used to go unanswered
After-hours calls captured118
New-patient inquiries71
Appointment-intent calls134
+ deeper metrics in your full report

What your numbers reveal

2.3×

Callers the AI talked through — questions answered, next steps set — booked at 2.3× the voicemail-and-callback rate (40% vs 17%). A warmed caller converts.

41%

Two in five appointment-intent calls land after you've closed — working patients calling on their way home, when most offices' lines are dark.

31 hrs

Chair-hours lost to late cancels & no-shows this month — most recoverable with a standby queue.

▸ Signals only an AI layer surfaces
1 in 4

non-booking new-patient callers were looking to schedule an appointment at call time — surfaced from how they framed the call. Your speed-to-answer is already a competitive advantage; after hours auto booking closes most of the rest.

Tue · 2:00 PM Cleaning slot opens — late cancellation
3 days earlier Caller asked for "the soonest opening" — never called back

14 such pairs surfaced this month — each a chair your schedule could have filled. Surfaced for staff to confirm, never auto-booked.

Next step: automating booking on the clearest-intent calls lifts that conversion rate higher again.

Estimated opportunity

New-patient opportunity captured71 inquiries × 40% booked × $1,000 yr-1$28,400
Recovered & standby-filled slots38 open slots × 60% fillable × $280$6,384
Urgent care retained12 urgent calls × $450 avg visit$5,400
Captured opportunity $40,184

Recommended next workflows

  1. Automated booking for clear-intent callsthe next conversion lever
  2. Standby waitlist auto-queuefills cancellations from real demand
  3. Recall & reactivation outreach
  4. Custom agents & integrations to unlock growth

Sample figures, shown for illustration. Your report is built entirely from your practice's own 30-day call, schedule, and message data — every number defensible on inspection.

Samer Abbas, Founder of Main Street AI
Samer Abbas
Founder · Main Street AI
The founder

An engineering leader running the pilot personally.

Dental AI is a systems problem. The phone is just the entry point — patient experience, handoffs, edge cases and integrating complex systems into a cohesive system.

I've spent over a decade building and leading engineering teams — delivering complex production systems in environments where quality and reliability are critical. I’ve spent the last several years at the forefront of practical AI agent deployment, using proven techniques in context engineering, agent workflow design, evaluation, and reliability to turn rapidly evolving technology into measurable business results.

In plain terms: I can bring the tech industry's insights around AI deployment to your practice. That depth shows up where it matters most — in the gap between an impressive demo and an AI that delivers real-life results.

Adding AI is the easy part. The judgment around how to integrate it is the difference maker.

That judgment doesn't expire on day 30. The AI field moves every few weeks, and a lot gets lost in the hype — my job is to track the frontier, keep the real levers, and discard the rest. Any practice can buy the same tools yours can; that's parity. The edge is having someone who cuts through the noise and keeps you ahead of the curve.

  • Engineering leadership A decade-plus leading teams that deliver production systems where reliability genuinely matters. Built the tools and shaped the processes that ran around them.
  • Leading-edge AI fluency Current with how production AI agents are actually built — context engineering, harness design, evaluation, reliability — the field evolves faster than any technology before it, and I keep your practice on the leading edge.
  • Build vs. configure Honest judgment about when a custom AI build pays off and when the right off-the-shelf tool already wins — plus the configuration depth to push either one to max potential.
  • Founder-led delivery Setup, configuration, weekly review, and the final report are personally handled, every time, throughout the pilot cohort.
What the pilot opens up

The call layer is where this starts.
An operating layer is where it leads.

Most AI receptionist vendors hit a ceiling the moment a call ends. The pilot is how we learn your practice — and where the broader operating layer starts to build, paced to what your own data justifies. And because the AI frontier keeps moving, what's worth building next keeps growing. You've got someone staying ahead of the curve, not a tool frozen on the day you signed up

Patient Communications

Voice AI, call summaries, urgency flags, follow-up tasks. The live system inside the 30-day pilot — and where every engagement begins.

Live in pilot
Reminders + Review Workflows

Appointment reminders, recall outreach, post-visit review requests, day-of confirmations — the patient communication baseline most practices never quite hold consistent.

Foundations
Inbound + Outbound Communications

Fully automated voice and text, gap filling, missed-call recovery, automated rescheduling — both channels, both directions, always staffed.

Communications
Workflow Automation

Intake, insurance verification, treatment follow-up, referrals, multi-location handoff — process automation past the conversation layer.

Workflows
Practice Operating Layer

Back-office automation, admin workflows, financial ops, practice-wide analytics — the operating intelligence sitting behind everything else.

Operating layer

Start with the pilot. From there, the next steps are guided by your data, specific needs and goals — no commitment required.

Frequently asked

The questions worth asking before picking a vendor.

Is this just an answering service?
No. An answering service takes messages. The pilot captures structured call data, classifies intent, summarizes context, and turns every call into follow-up tasks and workflow insight. The day-30 deliverable is a diagnostic with recommended next steps and options shaped to your practice.
Does the AI schedule appointments?
During the pilot, the AI captures appointment intent and sends your team the patient detail needed to confirm. Direct scheduling is added once we understand your appointment rules, providers, PMS workflow, and edge cases. The sequencing is deliberate — auto-booking on day one is where most vendors get patients into the wrong chair.
Will this replace my front desk?
No. The pilot is designed to protect your front desk from the noise — missed calls, repetitive questions, after-hours gaps. Your team stays in control of every booking and gains real leverage where it matters.
What happens after 30 days?
You receive the pilot report and a recommended automation roadmap. If the data shows clear value, you can continue the call-capture layer and decide which workflows — recall, reminders, scheduling, intake, treatment follow-up — to automate next. No automatic renewal.
How quickly can the pilot start?
Most practices go live within one week of the fit call. Week 0 is configuration — hours, services, FAQs, escalation rules, and how your front desk wants to be notified. Forwarding is set the day before go-live. The 30-day pilot window starts on go-live, the day calls actually begin routing to the AI line. Paperwork doesn't start the clock.
What does the pilot cost?
$1,400 all-in for the 30-day pilot. Fully credited toward your post-pilot service if you continue. The fee covers founder-led setup, 30 days of live operation inside your practice, weekly check-ins, and the final diagnostic report. The pilot is paid by design — it filters for serious practices and reflects the real consulting work that goes in.
What if I just want the calling service, not the full pilot engagement?
Fair — not every practice is ready for the full founder-led implementation. We also offer the standalone AI calling and texting service on a standard monthly subscription, no pilot required. See standard pricing →

The pilot is for practices that want the diagnostic, the founder-led setup, and a clear path into the broader operating layer. If your goal is just night-and-overflow call coverage running by next week, the standalone service is the simpler path.
Is this HIPAA compliant?
Yes our system is fully HIPAA compliant.
Apply for the 30-day pilot

Cohort applications are open for independent practices.

Tell us a little about your practice. We review for fit — independent practices ready for a founder-led implementation get priority in the current cohort.

Just want the standalone calling service? See standard pricing →

  • CohortSmall · founder-led
  • Engagement30-day live pilot · bounded scope
  • DeliverableDiagnostic report + roadmap
  • Pilot fee$1,400 · credited to service if you continue
  • Next step30-min fit call within 24h
▸ Application · Cohort 2026 ~ 90 seconds
Helps us prep before the fit call.
We review for fit, not just volume.