The Origin Story

Our Story

A family of dental people.
One engineer.
Built for the independent practice.

DentalIQ™ runs the business side of your independent practice, so your team can run the patient side. This is how it started, and why it's built the way it is.

The Problem

Great dentistry.
Back offices
running on habit.

Walk into most independent dental practices and you'll find the same scene: a front desk coordinator on hold with an insurance company for the third time this week, a provider staying late to finish notes that should have taken minutes, a recall list no one has touched in months, and a practice owner who has no idea what their practice is actually doing because the only number they track is monthly collections.

Nobody in this industry is short on clinical talent. What independents are short on is process. DSOs run the same procedures in every office, and the owner sees the numbers every week. Most independent practices run on one office manager's habits, and on whatever she carries in her head.

Insurance verification
Time on hold with payers and benefits typed in by hand, when eligibility can be checked electronically and only the unanswered questions need a call.
Front-desk time that could go to patients
Dormant patient recall
Overdue hygiene patients sit on a list nobody has time to work, and the longer they wait, the less likely they come back.
Patients who drift away quietly
Supply cost blindness
The same item bought from different vendors at different prices, and nobody comparing the practice's own invoices.
Paid above your own lowest price
"My father-in-law has spent forty-five years in the dental lab world. My extended family includes a practicing dentist, a hygienist, and two retired dentists. I know exactly what the back office looks like — and I know it's fixable. That's the whole thesis."

Robby Koolen — Founder & Engineer, DentalIQ™ LLC

The Founder

Built by one engineer.
For a specific reason.

Robby Koolen is a software engineer with an M.S. in Computer Science, based in San Diego. He didn't come to dental through a pitch deck — he married into it. His father-in-law is Gary Vaughn, CDT, CTO at Pacific Aesthetic Continuum — a 45-year veteran of the dental lab world, logging twelve-hour days fielding requests from dentists on lab work. His extended family includes a dental hygienist, a practicing dentist running a small independent practice, and two retired dentists. The revenue leak problem is never abstract. It's at the dinner table.

What he heard at that table wasn't a shortage of skill. It was a shortage of process: insurance questions answered from memory, recall lists nobody owned, lab cases tracked on paper. DSOs solved that with standard procedures. DentalIQ's thesis is that an independent practice deserves the same procedures without giving up its independence. Good process first. Then AI.

The goal is never to replace the humans in the room. A great dental practice runs on relationships, clinical judgment, and trust — things no AI should touch. DentalIQ handles the work nobody wanted anyway. The front desk keeps the patients. The providers go home on time. The AI takes the hold music, the untouched recall list, and the missing documentation.

Robby designs and builds DentalIQ himself: web, backend and mobile, without committees or feature drift. The platform ships every quarter. The roadmap has no finish line.

RK
Robby Koolen
Founder, Engineer, CEO — DentalIQ™ LLC
M.S. Computer ScienceSolo EngineerFull-StackAI SystemsHealthcare SaaS
dentaliq · build log
01modules shipped:11
02months in the making:16
03engineers:1
04apps:web · iOS
05plans to stop building:none
›
RK
Robby Koolen

I don't come to this industry cold. My father-in-law is Gary Vaughn, CDT, CTO at Pacific Aesthetic Continuum — 45 years on the bench, working twelve-hour days to keep up with what dentists need from the lab side. My extended family includes a hygienist, a dentist running his own practice, and two retired dentists who spent decades in the chair. The revenue leak problem isn't a market thesis to me. It's a dinner table conversation.

What I see up close is that independent practices don't struggle because of the dentistry. They struggle because the back office runs on habit, and on one or two people who carry everything in their heads. When one of them is out sick, the whole practice feels it. DSOs fixed that with process. I want independent practices to have the same thing and stay independent.

I'm not building this to replace anyone. The best dental teams in the country are full of people who are exceptional at patient care and exhausted by everything else. DentalIQ handles the everything else. The humans stay exactly where they belong.

— Robby Koolen
Founder & Engineer, DentalIQ™ LLC
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Why this isn't a market thesis

Robby's father-in-law is Gary Vaughn, CDT — Chief Technical Officer of Pacific Aesthetic Continuum and a forty-five-year veteran of the dental lab world.

The conversations that became DentalIQ happened at family dinners, not investor meetings. When Robby talks about back-office burnout, dead recall lists, or post-op documentation getting lost between the chair and the front desk — he's talking about problems his family lives with. The platform was built for them first, and for every independent practice like them.

Build Philosophy

Why eleven modules instead of
one chatbot.

The easiest path would have been to wrap a general-purpose AI in a dental-themed interface and call it done. DentalIQ is built differently, on purpose: the procedures and the AI were designed together.

I
Specialization over generalization
Insurance verification, claims, voice notes, recall, lab cases and supply costs are different jobs. Each DentalIQ module is a standard procedure for one of them, with its own rules, its own checks and its own wording, instead of one general-purpose assistant trying to do everything.
II
One patient record, not eleven apps
The modules share one patient record. AcceptIQ's estimate comes from the patient's own InsureIQ check. Recall and review requests start from the same visit history. ReportIQ reads all of it. Nothing has to be copied from one tool into another.
III
Our rules handle the structure. The AI handles the language.
DentalIQ's own rules decide eligibility and frequency limits, which questions go on the call sheet and which claims are ready to send. When a payer doesn't answer, the software doesn't guess. Claude, running under a business associate agreement, writes the language: benefit explanations, appeals, notes and patient messages. AI drafts, a person approves, and every AI action is logged.
IV
Built for independents, not enterprises
DentalIQ is built for independent practices with one to five chairs: the owner-dentist and the office manager, not a corporate IT department. It works alongside the practice software you already use, and you can try it for 14 days without a card.
The Build

Sixteen months.
Eleven live modules.
One engineer.

DentalIQ began in mid-2025 as weekend work on an idea and became a full-time build. Sixteen months in, it has eleven modules on one patient record, a web app and an iOS app, and a founding program open to independent practices.

Every session adds something real, shipped to production rather than left in a staging environment. The platform that exists today is the starting line, not the finish.

Shipping cadence
New modules and capabilities deploy every quarter. ProcureIQ, LabIQ and ImportPanel v2 shipped in Q1 2026. BillingIQ and the iOS app shipped in Q2 2026. Q4 2026 brought days to payment, dentist-approved treatment plans and ReviewIQ by text and email. The roadmap has no finish line.
01
Q2–Q3 2025 — Origin
The dinner table problem becomes a build decision
Months of family conversations about lab work, dead recall lists, and insurance hell crystallize into a hypothesis: independent practices need DSO-grade operations at independent-practice prices. Weekend work on the idea, the stack decisions, and the bet on Claude for the language.
HypothesisArchitectureStack decisions
02
Q4 2025 — Foundation
Platform architecture + first four modules
InsureIQ, AcceptIQ, NoteIQ, ReviewIQ — the core revenue protection stack — shipped to production. Clerk auth, Railway + Vercel infrastructure, PostgreSQL + Prisma data layer.
InsureIQAcceptIQNoteIQReviewIQ
03
Q4 2025 — Intelligence Layer
ReportIQ, AuditIQ, RecallIQ, PrescriptionIQ
Monthly AI practice reports, the free adaptive audit engine, patient reactivation drafted for the team to approve (with 10% recovery billing), and AI post-care guidance across 22 procedures.
ReportIQAuditIQRecallIQPrescriptionIQ
04
Q1 2026 — Operational Intelligence
LabIQ Phase A+B+C + ProcureIQ
Lab case management with Rx checks before a case goes out, and each lab's on-time, turnaround and redo record. Supply costs from the practice's own invoices: the same item bought at different prices, plus par level alerts.
LabIQProcureIQ
05
Q1 2026 — Platform & Partner Layer
ImportPanel v2 and the Partner Network
XLS/XLSX/CSV patient import with fuzzy column mapping, so a practice can bring its patient list over from its practice software. A full partner program: PartnerIQ dashboard, Stripe Connect payouts, partner page, sales kit and training manual.
ImportPanel v2PartnerIQ
06
Q2 2026 — Billing Intelligence & Mobile
BillingIQ ships. iOS app launches.
BillingIQ — the eleventh module — goes live on the Practice OS tier: a 7-tool revenue intelligence suite covering Claim Scrubber, Narrative AI, AR Aging, Ledger Audit, Denial Appeals, PPO Fee Analyzer, and Billing Health Score. iOS app approved by Apple and live on the App Store. The whole practice workflow now fits in your pocket.
BillingIQiOS AppPractice OS
07
Q4 2026 — Stay independent. Run like a DSO.
Process first, and a founding cohort
DentalIQ's positioning becomes explicit: DSO-grade operations for independent practices, with AI built in. BillingIQ adds days from claim sent to paid. AcceptIQ plans are approved by the dentist before they print. ReviewIQ sends review requests by text or email, each one drafted per patient and approved by the team. Voice notes move to transcription under a business associate agreement. The founding practice program opens.
Days to PaymentAcceptIQ approvalReviewIQ emailFounding cohort
✦
NOW — 11 Modules Live
The platform is running. The roadmap has no finish line.
DentalIQ is live at dentaliq.app with eleven modules, including BillingIQ on the Practice OS plan, a partner program, and live Stripe billing. The founding cohort is open to independent practices. This is the beginning.
11 ModulesLive ProductionFounding cohort
By the numbers

The platform, in facts.

Facts about the platform, not estimates about your practice.

11Modules on one patient record
0Patient messages sent without a person's approval
16Months in the making
14 daysFree trial, no card needed
The Mission
To give every independent dental practice
the AI infrastructure that enterprise has —
without the enterprise price tag
or the long rollout.

Most independent practices run on habits and on the people who carry them. DSOs run on process. DentalIQ gives the independent practice the process and the AI together, built for them specifically: not for DSOs, not for health systems, not for the enterprise market that gets all the attention. Stay independent. Run like a DSO.

Independent practices only
AI drafts, a person approves
Shipping every quarter
AI under a business associate agreement
Open for business · 14-day free trial

You're either early
or you're late.

Start with the free practice audit: a short set of questions and a report on where your back office stands. Or start a 14-day trial, no card needed, and see DentalIQ on your own schedule.