When we launched Voxel AI Lab in partnership with Relu AI earlier this year, we knew clinicians would be excited about bringing artificial intelligence into their digital workflows.
We expected strong interest across a variety of applications—from appliance design and digital models to night guards and bleaching trays.
But after reviewing how our customers have actually been using the platform since launch, one service has clearly emerged as the most popular:
CBCT segmentation.
That tells us something important.
Dentists aren't looking for AI simply because it's new. They're using AI to solve one of the biggest workflow bottlenecks in digital dentistry: preparing CBCT data for treatment planning.
Modern CBCT systems provide an incredible amount of diagnostic information.
Whether you're planning implants, evaluating impacted teeth, preparing for guided surgery, assessing airway anatomy, or collaborating with specialists, cone beam imaging has become an essential part of modern dentistry.
But before that information can be used in many advanced digital workflows, the anatomy often needs to be separated into meaningful structures.
That's where segmentation comes in.
Instead of viewing one large volume of grayscale data, segmentation transforms a CBCT scan into organized 3D anatomical models that are easier to visualize, analyze, and incorporate into treatment planning.
Traditionally, creating segmented anatomical models has required significant manual effort.
AI-assisted segmentation dramatically reduces the amount of repetitive preparation needed by automatically identifying key anatomical structures while still allowing the clinician to review and refine the results before using them for diagnosis or treatment planning.
Relu's AI can automatically generate segmentation proposals for structures including:
It also supports automatic fusion of CBCT data with intraoral scans, creating highly detailed virtual patient models that combine crown anatomy from the scan with root anatomy from the CBCT.
Rather than replacing clinical judgment, AI accelerates one of the most time-consuming preparation steps so clinicians can focus on planning and patient care.
The popularity of CBCT segmentation reflects how digital dentistry is evolving.
Clinicians already understand the value of CBCT imaging.
The challenge has never been acquiring the scan—it's preparing that data efficiently for the next step in the workflow.
Whether planning an implant case, designing a surgical guide, evaluating anatomy before treatment, or collaborating with specialists, having segmented anatomical structures available in minutes instead of spending valuable time preparing them manually allows practices to move more efficiently from diagnosis to treatment planning.
The fact that CBCT segmentation has become the most frequently used AI service on Voxel AI Lab reinforces a simple idea:
AI creates the greatest value when it removes repetitive digital work—not clinical decision-making.
Many clinicians discover Voxel AI Lab through CBCT segmentation, but that's only one part of the platform.
As practices become more comfortable incorporating AI into their workflows, they often begin exploring additional services that automate other repetitive design tasks.
Current AI-assisted workflows available through voxeldental.ai include:
Each workflow follows the same philosophy: automate repetitive digital preparation while allowing the clinician or technician to review the output before manufacturing or treatment planning.
Artificial intelligence isn't transforming dentistry because it makes decisions for clinicians.
It's transforming dentistry because it removes unnecessary friction from digital workflows.
Our customers' adoption of CBCT segmentation demonstrates exactly where AI delivers immediate value today: helping practices prepare complex imaging data faster so they can spend more time planning treatment, communicating with patients, and delivering care.
As Voxel AI Lab continues to grow, we'll keep expanding the AI-assisted workflows available to practices. But one thing has already become clear.
The future of AI in dentistry isn't about replacing expertise.
It's about helping clinicians get to the work that matters most.
Whether you're exploring AI-assisted CBCT segmentation for the first time or looking to automate additional digital workflows, Voxel AI Lab gives your practice access to powerful cloud-based design services on a flexible, pay-as-you-go model.
Create your account today at voxeldental.ai and receive 50 free AI design credits to experience how AI can simplify everything from CBCT segmentation to appliance design, digital models, and more.