AI & Automation · Dental Labs
Your dentists want a status update. Your team wants to make crowns.
Case intake, status calls from doctors' offices, remake tracking, and collections eat the hours your technicians should spend on the bench. We build automation on top of the lab management system you already run so the paperwork moves itself and your people stay in production.
The Outcome
What automation actually does for you
Not a gadget — measurable leverage on the numbers that decide whether the business makes money.
Cleaner case intake
Cases and RX prescriptions from dentist offices get captured, digitized, and checked for missing details before they hit the floor.
Fewer status calls
Dentists get proactive case-status updates automatically, so the phone stops interrupting production.
Faster collections
Invoices go out on time and overdue accounts get worked with tone-matched, automated follow-up.
An honest starting point
Here’s what we’d build — not a borrowed success story
We’re not going to hand you a fabricated case study. What follows is exactly what we would build for a business like yours, and how we’d prove it’s working. Every automation is scoped to your operation in an audit, built on the tools you already run, and measured against a baseline we set together — so you know what each piece is worth before we build it.
Who it’s for: Small and mid-size dental laboratories running magicTouch, LabStar, or evident that are losing bench time to status calls, chasing incomplete prescriptions, or carrying too much in aging receivables from the practices they serve.
The Core Systems
Where AI moves the biggest numbers
We audit your intake process, your inbound-call volume, your remake rate, and your receivables aging, then build where the return is largest. This is a B2B workflow — your customers are dental practices — so everything is tuned to make you the easy, communicative lab doctors want to keep sending cases to.
Intake
Case & RX intake with completeness checks
The problem: Cases arrive by portal, email, and paper RX with missing shades, margins, due dates, or signatures. Every incomplete case means a call back to the office and a stalled job.
What we’d build: An intake flow that captures the case, digitizes the prescription into structured fields in your lab system, and checks it against a required-fields list. Anything missing triggers an automatic, specific request to the practice before the case enters production — and drops a clean, complete case on the bench.
Communicate
Proactive case-status updates to dentists
The problem: Doctors' offices call to ask where a case is, and each call pulls someone off the bench to look it up. Silence also makes offices nervous and less loyal.
What we’d build: An automation that reads case milestones from your lab management system and pushes status updates to the practice at the moments they care about — received, in production, shipped, delivering — plus a self-serve way to check status. The bench stops fielding lookup calls.
Track
Remake logging & root-cause tracking
The problem: Remakes are pure margin loss, and without clean tracking you can't see which accounts, products, or causes drive them. They also need fast, careful communication to keep the doctor happy.
What we’d build: A structured remake intake that logs each remake with reason and account, routes it to the right technician queue, and keeps the practice updated. Over time it gives you a clear view of remake rate by cause and by account so you can fix the source, not just the symptom.
Collect
Invoicing & collections follow-up
The problem: Invoices go out late or inconsistently, and overdue balances from busy practices sit uncollected because nobody has time to chase them politely and persistently.
What we’d build: Automated, on-time invoicing tied to case completion, plus a follow-up cadence on overdue accounts that is gentle with good payers and firmer with chronic late ones. Payments and disputes route to your team; the routine nudging runs itself.
More Ways We Automate
The fuller menu
Once intake, communication, and collections are solid, here is the wider set of lab operations we can automate. We prioritize against your audit so the biggest leak gets plugged first.
Digital RX from paper
Paper and PDF prescriptions get read and turned into structured case data in your lab system, cutting manual re-keying and typos.
Production scheduling support
Due dates, capacity, and case priority get organized into a clear daily production view so nothing slips past its ship date.
Shipping & delivery notifications
Automatic tracking and delivery-window notices to the practice so front desks know exactly when to expect the case.
Doctor onboarding
A smooth intake for new accounts — preferences, shade conventions, billing terms, shipping details — captured once and reused on every case.
Reorder & recurring-case prompts
Prompts for practices with predictable, recurring case flow so standing work keeps coming without manual chasing.
Account check-ins & feedback
Periodic satisfaction check-ins with the practices you serve, with concerns routed to a human before they become lost accounts.
Quote & estimate follow-up
Follow-up on quotes for larger or custom cases so approved work actually converts into scheduled production.
Lab performance reporting
A weekly digest of turnaround time, remake rate, on-time shipping, and receivables aging so you manage by numbers, not gut feel.
The Numbers We Move
The numbers we move
Automation isn’t the goal; moving these is. We set a starting number in the audit and measure against it, so you always know what a build is worth.
Incomplete-case rate at intake
Automated RX completeness checks before production
Inbound status-call volume
Proactive case-status updates and self-serve lookup
Average turnaround time
Cleaner intake and organized production scheduling
Remake rate
Structured remake logging and root-cause tracking
Days sales outstanding
On-time invoicing and staged collections follow-up
Account retention
Consistent communication and proactive check-ins
This is a description of what we would build for your lab, not results we are claiming. Before we start we measure your current baseline — incomplete-case rate, how many status calls you field a week, your remake rate, your days-sales-outstanding — from your own lab system and books. After launch we measure the same figures so any improvement is verifiable and yours.
The Engagement
Built on your operation, run by your team
A systems-first engagement scoped to your business — not a generic playbook and not a “learn ChatGPT” workshop. We assess, design, build, and train, so the automations get adopted, not abandoned.
Human-in-the-loop, always. AI drafts and forecasts; your team approves and acts. Nothing customer-facing goes out without you, and your people end the engagement more capable — not more dependent.
Every business is different. The audit is where we find your highest-ROI automation.
How It Works
From audit to automation that pays for itself
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AI Operational Audit
We map your workflows, inventory the tools you run, and set baseline numbers so every later result has a starting line to beat.
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ROI-ranked roadmap
A prioritized plan: which systems to automate first, what each is worth, and what it costs — before you spend on a build.
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Build on your stack
Automations wired into the tools you already use — not a rip-and-replace onto new software.
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Train & govern
Hands-on team training plus governance and data-privacy policies, with human-in-the-loop approval on anything customer-facing.
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Measure & optimize
We track every automation against the baseline and keep tuning — and if something isn’t earning its keep, we change it.
FAQ
Dental Labs — AI & automation questions
Do I have to leave magicTouch, LabStar, or evident?
No. We build on top of the lab management system you already run and integrate through its available connections. The point is to make your current system move cases and paperwork faster, not to replace it.
How do the dentist offices experience this?
They get faster, clearer communication — timely status updates, quick requests when an RX is missing something, on-time invoices. For most practices that makes you an easier lab to work with, which is the retention play.
Can it really read paper prescriptions?
Yes — paper and PDF RX can be digitized into structured case fields. A human reviews anything the system is unsure about, so a low-confidence read never silently enters production.
Is a human always in the loop?
Yes. Disputes, unusual cases, remake conversations, and anything the automation flags as uncertain go to your team. The automation handles routine intake, updates, invoicing, and reminders.
Will automated collections annoy my good accounts?
No — the follow-up is tone-matched. Reliable payers get a light, friendly nudge; chronic late payers get firmer, more persistent follow-up. You set the thresholds and the automation respects them.
How long until it's live?
Most labs see the first core system — usually intake completeness checks or status updates — running within a few weeks of the audit. We roll systems out one at a time so production is never disrupted.
What does it cost?
It scopes from the audit and depends on which systems you turn on and your case volume. We lead with the automation that returns the most saved bench hours and collected dollars per dollar spent.
Is our case and account data handled safely?
We work within your existing systems and their permissions rather than exporting your database, and each automation only touches the data it needs to do its job.
We're a small lab — is this overkill?
Small labs often feel status calls and receivables the most because there's no one to spare. We start with a single high-return system so the cost is small and the payback is quick.
The Full Practice