--- title: "Dental Technology: Digital Dentistry, AI, Buying Choices" description: "A plain, sourced overview of dental technology: digital dentistry, imaging, AI, how to judge a purchase and how to read implant studies. No brand picks." url: https://joncopeland.multisites.ai/guides/dental-technology publisher: Copeland Consulting Services email: drcopeland@joncopelanddds.com contact: https://joncopeland.multisites.ai/contact --- # Dental technology: digital dentistry, AI, how to judge a purchase and what the implant literature shows Dental technology covers digital impressions, imaging, CAD/CAM, 3D printing, practice software and AI. Sound decisions rest on published evidence, not brochures. Review the study design, ask what the tool changes in daily work, count the full cost, and check patient data duties before you buy. Complete guideUpdated October 26, 202610 min read 1. 1 ## Evidence quality varies A 2025 umbrella review of intraoral scanner studies found that most included reviews leaned on in-vitro studies and only two met high-quality standards. 2. 2 ## Imaging follows the patient The ADA says there is no one-size-fits-all interval between dental X-rays, and that CBCT should be used only when necessary. 3. 3 ## AI mostly reads images Published reviews describe most dental AI as image diagnosis, with open questions on data, bias, malpractice and privacy. 4. 4 ## Count the whole cost A purchase includes the device, training, service, software and workflow change. This page names no brands and gives no payback figures. Dental technology changes faster than most buying cycles. This guide gives a sourced overview of digital dentistry and AI, a way to judge a purchase, and a note on how to read implant studies. It names no brands and makes no clinical recommendations. It is general education by Copeland Consulting Services. ## What does digital dentistry include? Digital dentistry covers the computer-based tools used for records, imaging, design and manufacturing in a dental office. The American Dental Association (ADA) groups its resources on the topic under artificial intelligence, electronic health records, practice management systems, digital workflow, imaging and 3D printing. The ADA also states that “implementation and use of dental office technology are often challenging.” Area What it does Glossary entry Digital impressions Capture the mouth with a scanner instead of impression material [Intraoral scanner](https://joncopeland.multisites.ai/glossary/intraoral-scanner) Imaging Digital radiographs and three-dimensional scans [CBCT](https://joncopeland.multisites.ai/glossary/cbct) Design and manufacturing Computer design and milling or printing of restorations [CAD/CAM](https://joncopeland.multisites.ai/glossary/cad-cam) 3D printing Builds models, guides and other items layer by layer 3D printing in dentistry Practice software Charting, scheduling, billing and records Practice management software AI tools Software that analyzes images or data, or drafts notes [AI in dentistry](https://joncopeland.multisites.ai/glossary/artificial-intelligence-in-dentistry) These areas connect. A scan can feed a design program, and the design can feed a printer or mill. That chain is called a [digital workflow](https://joncopeland.multisites.ai/glossary/digital-workflow). Each link adds cost and a new place to train the team. ## What do studies say about intraoral scanners? Studies suggest scanners can save procedure time and improve comfort, while accuracy depends on the clinical situation and the quality of the evidence is mixed. A 2025 umbrella review pooled 10 systematic reviews published from 2020 to 2024. It reported that compared with traditional impressions, scanners “generally reduced procedural time and enhanced patient comfort, although accuracy in partially edentulous and edentulous arches remained a limiting factor.” The same review lists limits that matter to a buyer: - Most of the included reviews relied heavily on in-vitro studies, meaning lab studies and not patients. - Few of the reviews used robust risk-of-bias checks. - Only two of the 10 reviews met a high-quality standard on the AMSTAR-2 tool. The rest rated moderate to critically low. - The authors called for standardized protocols and higher-quality evidence in complex restorative cases. A glossary entry covers the digital impression, and a post on [intraoral scanner accuracy studies](https://joncopeland.multisites.ai/blog/intraoral-scanner-accuracy-studies) goes deeper. The lesson for any purchase is to ask what kind of study backs a claim. A lab test, a systematic review and a randomized trial answer different questions. ## What should a practice know about CBCT and radiography? The ADA says radiograph timing should follow the patient, and that cone-beam CT (CBCT) should be used only when necessary. On its radiograph page, the ADA states that “there is no ‘one size fits all’” interval between dental X-rays. It lists factors such as a person’s current oral health, age, risk for disease and signs or symptoms of oral disease. The ADA also covers radiation protection: - It describes the ALARA principle, short for “As Low as Reasonably Achievable.” - It notes that CBCT is the major single contributor of diagnostic radiation in dentistry, and that one drawback is the radiation exposure it requires. - It warns about “exposure creep,” where an operator raises the dose to reduce image noise on digital systems. - It reports that updated recommendations on patient selection for 2-D and CBCT dental radiography were co-published by the ADA and the American Academy of Maxillofacial Radiology in 2026. Before buying imaging equipment, a practice can read the current ADA recommendations, ask how the device manages dose, and check state registration and safety rules with the Missouri Dental Board or the relevant agency. The post on [CBCT and radiation safety](https://joncopeland.multisites.ai/blog/cbct-dentistry-radiation-safety) collects the official sources. ## What about CAD/CAM and 3D printing? CAD/CAM and 3D printing are manufacturing tools. The ADA says printers can complement other digital technologies and “help control workflows, improve efficiency, use existing digital skills or procedures, and reduce cost or manufacturing time.” It also publishes a 3D printing guide that compares clinical indications, features, initial investment and print times. This site does not compare devices. A fair comparison uses the same case type, the same time frame and the same team. Vendor demonstrations seldom match those conditions, so a trial in your own office gives better information. ## How is AI used in dental practices, and what does the evidence show? AI in dentistry is mostly software that analyzes images, plus newer tools that draft notes or help with planning. A published review found that “the majority of the AI applications in dentistry are for diagnosis based on radiographic or optical images,” with other uses limited by data availability and computing power for 3D data. The ADA draws a line between two terms. It describes artificial intelligence as intelligence demonstrated by machines, and augmented intelligence as a tool that assists the clinician rather than doing the task for the clinician. An ADA council chair is quoted in ADA News saying that human judgment and clinical skill remain essential, and that ethics, data privacy and regulation matter for responsible use. A second review lists the open problems: “inaccurate data annotation, limited capability for fine-grained feature expression, a lack of universally applicable models, potential biases in learning algorithms, and legal risks pertaining to medical malpractice and data privacy breaches.” That list gives buyers useful questions. Question Why ask it What data trained the model, and does it resemble my patients? Models may not apply well outside their training data Who reviews the output? The clinician still decides Where is patient data stored, and who can see it? Privacy and security duties apply; see [HIPAA](https://joncopeland.multisites.ai/glossary/hipaa) Will the vendor sign a business associate agreement? Ask your attorney whether one is needed What does the vendor’s evidence show, and who funded it? Study design and funding shape results What happens when the tool is wrong? Plan for errors before they happen Longer reads on this site include the [guide to AI in the dental practice](https://joncopeland.multisites.ai/guides/ai-in-the-dental-practice), the post on [AI research summaries](https://joncopeland.multisites.ai/blog/ai-in-dentistry-research) and a list of questions to ask about AI scribes. ## Why do data standards and interoperability matter? Tools that cannot share data create extra work, so a buyer should ask how a new device exchanges information with the systems already in the office. The ADA states that Digital Imaging and Communication in Medicine (DICOM) “is the Standard for the exchange and use of digital images in Dentistry.” The ADA’s resources aim to help the industry use the standard to improve interoperability within and between digital radiographic systems. The ADA’s technology page also lists webinars and videos on interoperability and data exchange, a federal regulatory panel and the information blocking rule. A practice owner does not need to master each rule. The useful habit is to ask the vendor in writing: - Which file formats does the device export, and are they open standards? - Can the practice move its images and records to another system later? - Who owns the data, and what does it cost to retrieve it? - Which other systems has the vendor connected to, and who maintains those links? Written answers can then go to an attorney before signing. Contract terms on data ownership and exit are legal matters, so this page does not suggest wording. ## How do teams adopt new technology? A tool changes how people work, so adoption is a people question as much as a purchase question. The ADA says that putting dental office technology into use is often challenging. A device that no one has time to learn may sit unused. A plain adoption plan has five parts: 1. **Pick an owner.** One person answers questions and tracks problems. 2. **Train on real tasks.** Plan time for each user to practice with real cases. 3. **Start small.** Use the tool on a limited set of cases first. 4. **Write down the new steps.** A short [standard operating procedure](https://joncopeland.multisites.ai/glossary/standard-operating-procedure) keeps the work consistent when staff change. 5. **Review on the planned date.** Compare the result with the problem you named at the start, and decide to keep, change or stop. The [dental practice consulting pillar](https://joncopeland.multisites.ai/guides/dental-practice-consulting) covers how outside help can fit such a plan. ## How should a practice evaluate a technology purchase? Start with the problem, not the product. A sound review defines the need, checks independent evidence, counts the full cost, tests the tool with the team and sets a date to review the result. The [guide to dental technology ROI](https://joncopeland.multisites.ai/guides/dental-technology-roi) lays out the method in more detail. [Technology return on investment](https://joncopeland.multisites.ai/glossary/technology-return-on-investment) is the glossary term for what you are trying to estimate. The steps below work for any category: 1. **Name the problem.** Write one sentence about what is slow, costly or unsafe today. 2. **Find independent evidence.** Look for peer-reviewed studies and ADA resources before vendor material. 3. **List the full cost.** Include purchase or subscription, installation, training, service plans, software fees, supplies and time away from patients. 4. **Name who will use it.** Ask every user what changes in their day. 5. **Test it.** Request a trial on your own cases, and compare it with the current method. 6. **Check duties.** Confirm safety, privacy, billing and contract terms with the proper adviser. 7. **Set a review date.** Decide in advance what you will measure and when. Cost category Questions to ask Purchase or subscription What is the term, and what happens at renewal? Training How many hours, and who covers staff time? Service What does the plan cover, and how fast is a repair? Data Can you export your data if you leave? Workflow Which steps change, and which patients or visits are affected? Exit What does it cost to stop using it? This page publishes no payback figures. A payback estimate depends on your fees, mix of patients, schedule and team, and a CPA is the right person to build it. Cash flow, overhead percentage and financing terms all affect the result. See the [dental practice management pillar](https://joncopeland.multisites.ai/guides/dental-practice-management) for the numbers that feed such a review. ## How should you read implant dentistry studies? Read the design first, then the outcome. Implant research includes randomized trials, cohort studies, case series and systematic reviews, and each supports different conclusions. This section illustrates how to read one study. It is not clinical guidance. The [guide to implants in general practice](https://joncopeland.multisites.ai/guides/implants-in-general-practice) covers training paths and literature in more detail. A 2025 prospective case series on immediate implant placement with immediate provisionalization in the esthetic zone shows the pattern. The authors studied 30 patients with a failing tooth in the maxillary esthetic zone. They used a digital workflow to prepare a temporary restoration and followed outcomes for one year after the final restoration. They reported favorable clinical, radiographic, esthetic and patient-reported outcomes, and they also reported that “early implant failures occurred.” Three implants were lost during healing, giving a one-year implant survival rate of 90 percent in the study. What a reader can learn from a study like this: Feature What to note Design A prospective case series has no comparison group, so it cannot show that one method beats another Size 30 patients is a small sample Setting The study took place at one university center; results may differ elsewhere Follow-up One year after the final restoration is short for implants Outcomes The authors reported failures as well as successes, which helps readers judge risk Terms you may see include [immediate implant placement](https://joncopeland.multisites.ai/glossary/immediate-implant-placement) and immediate provisionalization. A post on [immediate implant provisionalization studies](https://joncopeland.multisites.ai/blog/immediate-implant-provisionalization-studies) summarizes more of the literature. The post on whether a general dentist can place implants covers the training and licensing question. This guide does not answer who should place implants, and it does not describe any dentist’s clinical method. ## Where can you find reliable technology information? Good places to start are the ADA’s practice pages, peer-reviewed articles in PubMed Central, and the official rules for your state and your equipment. Vendors are useful for specifications and service terms, but a vendor is not a neutral judge of its own product. A short checklist for any claim: - Who made the claim, and what do they gain? - Is there a study, and was it in patients or in a lab? - How large was the sample, and how long was follow-up? - Was it independent of the maker? - Does it match how my office works? ## Next step To build a structured review of a pending purchase, start with the [dental technology ROI guide](https://joncopeland.multisites.ai/guides/dental-technology-roi). To discuss a technology question for your practice, [contact Dr. Copeland about consulting](https://joncopeland.multisites.ai/contact?topic=consulting). Dr. Jon Copeland, DDS, is a general dentist in Wildwood, Missouri. ## Frequently asked questions ### What is digital dentistry? Digital dentistry means using computer-based tools for records, imaging, design and manufacturing. Common examples are digital radiographs, intraoral scanners, CBCT, CAD/CAM design and milling, 3D printing and practice software. The ADA groups its resources under AI, electronic health records, imaging, practice management systems, digital workflow and 3D printing. ### Are intraoral scanners as accurate as traditional impressions? A 2025 umbrella review of 10 reviews found scanners generally reduced procedure time and improved patient comfort, but accuracy in partially edentulous and edentulous arches remained limiting. Most underlying reviews relied heavily on in-vitro studies. Evidence quality, not one headline number, should guide a decision. ### How often should dental X-rays be taken? The ADA says the interval depends on factors such as a person's current oral health, age, risk for disease and signs or symptoms, so there is no one-size-fits-all schedule. Dentists use clinical judgment. The ADA also advises using CBCT only when necessary, since it adds radiation exposure. ### Will AI replace dentists? The sources reviewed for this page do not support that claim. The ADA white paper describes augmented intelligence as a tool that assists the clinician, and an ADA council chair said human expertise and clinical judgment remain essential. Published reviews list bias, data and legal risks that still need work. ### How do you evaluate a dental technology purchase? Define the problem first. Then check independent evidence, list the full cost, test it with the team, confirm data and privacy duties, and set a review date. A CPA and attorney should check financing, tax and contract terms. The technology ROI guide on this site lays out the steps. ### What does the research say about immediate implant placement with a temporary restoration? Published studies exist, and designs differ. One 2025 prospective case series of 30 single-tooth cases in the esthetic zone reported favorable one-year outcomes with a digital workflow, but also three early implant failures, a 90 percent survival rate. Case series cannot show cause, so read each study's design. ## Terms on this page - [Technology return on investment](https://joncopeland.multisites.ai/glossary/technology-return-on-investment) - [Business associate agreement](https://joncopeland.multisites.ai/glossary/business-associate-agreement) - [Immediate provisionalization](https://joncopeland.multisites.ai/glossary/immediate-provisionalization) - [Practice management software](https://joncopeland.multisites.ai/glossary/practice-management-software) - [Standard operating procedure](https://joncopeland.multisites.ai/glossary/standard-operating-procedure) - [American Dental Association](https://joncopeland.multisites.ai/glossary/american-dental-association) - [Immediate implant placement](https://joncopeland.multisites.ai/glossary/immediate-implant-placement) - [Dental practice management](https://joncopeland.multisites.ai/glossary/dental-practice-management) - [3D printing in dentistry](https://joncopeland.multisites.ai/glossary/3d-printing-in-dentistry) - [Missouri Dental Board](https://joncopeland.multisites.ai/glossary/missouri-dental-board) ## Sources 1. [American Dental Association: Digital Dentistry and Technology](https://www.ada.org/resources/practice/practice-management/digital-dentistry-and-technology) 2. [PMC: Accuracy and Clinical Performance of Intraoral Scanners Compared to Conventional and Extraoral Impressions, An Umbrella Review](https://pmc.ncbi.nlm.nih.gov/articles/PMC12553488/) 3. [American Dental Association: X-Rays/Radiographs](https://www.ada.org/resources/ada-library/oral-health-topics/x-rays-radiographs) 4. [PMC: Artificial intelligence in dentistry, a review](https://pmc.ncbi.nlm.nih.gov/articles/PMC11811754/) 5. [PMC: Artificial Intelligence in Dentistry, A Narrative Review of Diagnostic and Therapeutic Applications](https://pmc.ncbi.nlm.nih.gov/articles/PMC11992950/) 6. [ADA News: Artificial intelligence and dentistry (June 2023)](https://adanews.ada.org/ada-news/2023/june/artificial-intelligence-and-dentistry/) 7. [PMC: Immediate Implant Placement and Provisionalization in the Aesthetic Zone Using a Digital Workflow, A 1-Year Prospective Case Series Study](https://pmc.ncbi.nlm.nih.gov/articles/PMC12289460/) Written by Copeland Consulting Services and checked against the sources above on October 26, 2026. Rules, data and guidance change, so check the linked page before you act on it. ## Keep reading - [Dental technology ROI: how to evaluate a purchase before you signTo evaluate a dental technology purchase, name the problem it solves, list every cost beyond the price, check what independent studies say, plan training and workflow changes, then set a review date with measures chosen before you buy. A return figure is only as good as the inputs you can verify.](https://joncopeland.multisites.ai/guides/dental-technology-roi) - [Implant dentistry in general practice: training paths and what the literature saysGeneral dentists who want implant training can look at continuing education, society credentials and accredited residencies. Each path has its own published requirements, and a credential is not a license. This guide summarizes those paths from their official pages and two published studies. It gives no clinical advice.](https://joncopeland.multisites.ai/guides/implants-in-general-practice) - [Intraoral scanners vs conventional impressions: accuracy studiesA 2025 umbrella review of 10 reviews found intraoral scanners generally saved time and improved patient comfort, but accuracy in partially edentulous and edentulous arches stayed a limit. A 2024 review of 23 in vitro studies found digital impressions generally more accurate for full-arch implant prostheses. Both stress limits in study quality.](https://joncopeland.multisites.ai/blog/intraoral-scanner-accuracy-studies) - [AI in the dental practice: what it does, what studies show and what to checkAI in dentistry mostly means software that reads images or handles office tasks. Studies of radiograph tools show promising accuracy but often rest on weak designs. Some image tools are regulated by the FDA as prescription devices. Any tool that touches patient data raises HIPAA questions you should settle before use.](https://joncopeland.multisites.ai/guides/ai-in-the-dental-practice) - [Cone beam CT in dentistry: uses and radiation safetyDental cone beam CT builds a 3D image of teeth, jaws and nearby structures. The FDA says doses are generally lower than other CT exams but typically higher than conventional dental X-rays. FDA and ADA both say to use it only when other imaging cannot answer the clinical question, and to keep doses as low as reasonably achievable.](https://joncopeland.multisites.ai/blog/cbct-dentistry-radiation-safety) - [Immediate implant placement with provisionalization: studiesImmediate implant placement means placing the implant in a fresh extraction socket. Immediate provisionalization means fitting a temporary crown the same day. A 2023 meta-analysis of eight randomized trials found less midfacial mucosal change with immediate loading. A 2025 case series reported 90% implant survival at one year.](https://joncopeland.multisites.ai/blog/immediate-implant-provisionalization-studies) ## Talk with Dr. Copeland [Contact Dr. Copeland](https://joncopeland.multisites.ai/contact)[Email](mailto:drcopeland@joncopelanddds.com)