MARKET INTELLIGENCE
We track the diagnostics, data infrastructure, care models and benefit designs turning oral-health information into broader healthcare decisions. The initial company universe is adapted from Avized's dental technology research and narrowed through an oral-systemic lens.
AI + Imaging
Radiograph analysis + clinical documentation
Creates structured information from dental imaging and notes, making it relevant to the broader question of how oral findings can become usable healthcare data.
AI + Imaging
FDA-cleared radiograph analysis
Represents the diagnostic layer of the market: software that turns routine dental images into standardized findings that could eventually feed integrated workflows.
AI + Imaging
Dental and maxillofacial image analysis
Extends AI interpretation across panoramic, periapical and CBCT imaging, illustrating how oral and craniofacial datasets can become machine-readable clinical signals.
Remote Screening
Smartphone-based oral screening
A direct example of oral health moving outside the dental office, with potential relevance to telehealth, employer programs, insurers and population-level triage.
Imaging Infrastructure
Installed imaging infrastructure
Large installed imaging platforms matter because integration often depends less on a new app than on whether existing clinical infrastructure can expose usable data and decision support.
Imaging Infrastructure
Imaging + practice software ecosystem
Shows the incumbent side of the market: established imaging and software footprints can become distribution rails for new oral-health intelligence.
Digital Workflow
Intraoral scanning + digital workflows
Digital scanning expands the volume of structured oral data available at chairside and creates another potential input into longitudinal oral-health measurement.
COVERAGE UNIVERSE
Saliva, biomarkers and point-of-care tools that connect oral samples to broader health decisions.
COVERAGE UNIVERSE
Imaging and machine-learning products that convert oral findings into structured clinical information.
COVERAGE UNIVERSE
Care models that deliberately connect dental and medical workflows, referrals and outcomes.
COVERAGE UNIVERSE
Programs aligning dental coverage with medical risk, navigation and whole-person outcomes.
COVERAGE UNIVERSE
Infrastructure that moves decision-relevant oral information into the rest of healthcare.
COVERAGE UNIVERSE
Tools that bring oral assessment into homes, employers, telehealth and other non-dental settings.
TRACKER STANDARD
A company belongs here when its product can create an oral-health signal, move that signal into another healthcare workflow, close a medical-dental referral loop, or fund an intervention. Funding and marketing claims are market signals—not proof of clinical value.