AI Automation for Dental Labs | Asaasin Build Pods

AI Automation for Dental Labs: Case Flow, Scan Routing, Production Scheduling

Dental labs run on tight turnaround promises, fragile handoffs between doctors and technicians, and production schedules that usually live in one person's head. Asaasin builds custom AI automation around the way your lab already works — STL and PLY scans from iTero, TRIOS, or Medit, Rx forms from referring practices, case tracking across milling, pressing, and finishing stations, and the shipping cutoffs your drivers and couriers actually hit. We don't sell a lab management SaaS. We build the automations that sit on top of 3Shape, LabStar, evident, Magic Touch, or whatever stack you already use — so cases stop falling through the cracks between pickup and delivery.

What we build for Dental Labs

Auto-route incoming digital scans to the right technician and station

Parse inbound scans and Rx forms from doctor portals, classify by case type (crown, bridge, implant, night guard, ortho), and assign to the right design or milling queue based on technician skill, material, and due date.

Case-in/case-out reconciliation across pickup, production, and shipping

Reconcile physical case logs, courier manifests, and lab management entries so every impression, model, and finished case is accounted for from doctor pickup to try-in delivery — with exceptions flagged before a case goes missing.

Production scheduling that survives when your scheduler is out

Generate a daily production schedule from open cases, due dates, material availability, and technician capacity — replacing the single-person spreadsheet with a system any shift lead can run.

How a Build Pod fits

A Build Pod is a small dedicated team — engineers, an automation lead, and a PM — that works with your lab the way an in-house team would. We start by shadowing a few case cycles end to end: how Rx forms come in, how scans get routed, where cases stall between design and milling, and which handoffs your case manager is constantly rescuing. Then we ship the first automation in weeks, not quarters.

From there the Pod keeps building against your backlog on a monthly subscription. Scan intake this month, production scheduling next, then doctor-facing case status updates, then QC photo capture at try-in. Every automation is wired into the systems you already use — 3Shape, your lab management platform, your shipping carriers — so your technicians and CSRs don't get a new tool to learn, just less repetitive work.

Frequently asked questions

How long before we see the first working automation in the lab?

Most Build Pods ship a first production automation within the first few weeks — usually scan intake or case status updates, since those touch the most people and unblock the rest of the backlog.

Do you integrate with 3Shape, LabStar, evident, or Magic Touch?

Yes. We build against whatever lab management and CAD/CAM stack you already run, using their APIs, database exports, or file-watcher integrations where no API exists. We don't ask you to switch platforms.

What happens to the automations if we stop the subscription?

The code, workflows, and documentation are yours. You can keep running what we've built, hand it to an internal hire later, or pause and resume the Pod when you have a new backlog.