VOLOVLOAutomation risk & transition, task by task
AskOccupationsMajorsBusinessFoundersChangesNotesMethod
Search occupations, majors…
EN
  • English
  • 简体中文
  • 日本語
  • Español
  • Português
  • Français
VLO
VOLO

Understanding how automation changes work — task by task, with the evidence shown and the uncertainty admitted.

AskOccupationsMajorsBusinessFoundersChangesNotesMethodWill AI replace my job?AboutRole diagnosisOpen dataOntologyVOLO ProPrivacyTerms
© 2026 VOLO
Guides
Ask VOLOFor businessFor foundersRecent changesNotesRole diagnosisFirst AI experimentVOLO ProMethod & evidenceAboutFollow an occupationSearch
Occupations
All occupations
AI / software
Translator / InterpreterBank tellerCopywriterContent moderatorCustomer service representativeAdministrative assistantSoftware tester / QA engineerData entry clerkGraphic designerParalegalVideo editorAccountant / BookkeeperMarketing specialistFrontend developerTax preparer / tax agentVoice actorMedical coderData analystInsurance claims handlerTechnical writer / documentation engineerJunior software developerInsurance underwriterHR / recruiterLoan officer / credit officerFinancial analystProcurement / supply chain specialistJournalistSales / account managerReal estate agentNetwork engineerIllustratorTravel agent / travel advisorIT support specialist / helpdeskAuditorSupply chain plannerManagement consultantPhotographerBackend developerAI researcherProduct / UX designerBusiness systems ownerE-commerce operations specialistActuaryAnimator and VFX artistWriter and authorPayroll specialist / payroll clerkRadiologistData engineerProject managerData scientistCourt reporterEditor and proofreaderLawyerMedical assistant / clinic assistantQuantity surveyorContent creatorQuantitative analystMachine learning engineerExperienced software engineerDevOps engineer / platform engineer / SREBusiness analystMusician and composerGIS analyst / cartographerProperty appraiser / valuerProperty managerProduct managerDietitian / nutritionistEconomistPharmacistPartnerships / channel managerSecurity analyst (SOC)Financial adviser / financial plannerInterpreterPathologistChip design engineerGrant writer / grants officerCompliance officerLibrarianDrafter / CAD technicianArchitectFirst-line manager / team supervisorCounsellor / psychotherapistRetail salesperson / shop assistantCivil / structural engineerElectrical engineerIndustrial engineerStatisticianSecurity guardInterior designerUniversity lecturerPsychologistBus driverInsurance agentMechanical engineerFashion designerOptometristNotarySchool teacherGeneral practitioner / primary care doctorAirline pilotDriving instructorUrban plannerEmergency dispatcherWaiter / restaurant serverRadiographer / radiologic technologistLand surveyorAuto mechanic / vehicle technicianPolice officerSonographerAircraft maintenance technicianDental hygienistAnaesthesiologist / anaesthetistBuilding inspectorSpeech-language pathologist / speech and language therapistNurse practitionerAir traffic controllerVeterinarianBartender / baristaPhysiotherapist / rehabilitation therapistDentistSurgeonParamedic / EMTConstruction workerSocial workerJudge / magistrateRegistered nurseMassage therapistMidwifeCare worker / nursing assistantPlumberAI implementation lead
RPA / self-service
Government service clerkOperations coordinatorMetro train driverReceptionist / front deskPharmacy technicianPhlebotomistDental assistant / dental nurseRespiratory therapistOccupational therapist
Robotics
Retail cashier / shop assistantContainer port workerWarehouse workerAssembly line workerMedical laboratory technicianActor and modelMachinist / CNC machinistWelderChef / cookGardener / landscaperCleaner / janitorFarmerFirefighterHVAC technicianBricklayer / blocklayerCarpenter / joinerCabin crewHairdresser / barberElectrician
Autonomous driving
Ride-hail / taxi driverTruck driverDelivery rider / courier
Majors
All majorsEnglish / Foreign languagesComputer scienceAccountingPsychologyJournalism / CommunicationFinanceLawVisual communication designMarketingNursingBusiness administrationEducation and teacher trainingArchitecturePublic administrationMedicineHospitality and tourism managementEconomicsInformation systems
Enter as:I have a jobI am studyingI run a companyI am building something
Recent changes›Dentist›2026-06-15
Worker adoptionProcess & self-service2026-06-15

ADA Health Policy Institute's July 2026 article reports dentists' strongest future interest in AI adoption is for charting and note taking, with 34.8% planning to use it

Dentistoccupation page →
Event date / reported
2026-06-15
Evidence stage
Worker adoptionMeasured, large-scale use of a tool for real work, where the decision to use it was the worker's rather than an employer's. It is more than a capability record — the work is real, not a demo — and less than a deployment record, because no employer put it into production, required it, or built a process around it. Weighted `cautious`: `automating` means the machine can do the task AND there are adoption signs, and this is an adoption sign — but usage can be experimental, and much of the measurement comes from a party with a stake, so one record is never enough and two independent ones are. Note who is counting. Vendor telemetry sees this directly and sells the tool, so such a record names that stake in its scope; a statistics agency asking firms whether their workers use AI in tasks sees the same channel with no stake at all, and that is the better source where it exists.
Tasks this bears on
Charting and clinical records
Recording findings tooth by tooth, updating the chart and writing up each visit.
Being augmented≈ Platform inference
Where this applies
A "HPI Perspectives" article published on the American Dental Association's own Health Policy Institute (HPI) website, labelled "July 2026" in its own section tag, drawing on the same quarterly online panel survey of ADA panel dentists already cited in ev-20260615-dentist-4 (invitations sent 15 June 2026 to 2,432 panel dentists, 589 responded, 552 in private practice). The article states that among dentists not currently using AI, around one-third (34.8%) plan to adopt it for charting and note taking, and that dentists show the most interest in adopting AI technologies to assist with charting and notetaking, insurance issues, and billing. It establishes a self-reported, forward-looking intention among a panel that HPI's own methodology notes describe as skewed toward ADA members, general practitioners, practice owners, solo or small-group practice, mid-to-late career, white and urban dentists. It does not establish how many dentists currently use AI for charting specifically, since this article states a current-use figure only for other named tasks, not for charting; it does not establish whether the 34.8% who plan to adopt it actually will, or what using AI for charting means in a dentist's own practice. Date derivation: this article itself carries only the month "July 2026"; occurredOn here uses 15 June 2026, the one precise date established for the same survey wave in ev-20260615-dentist-4 (when invitations went out), since both pieces report the same panel's responses.
What this means
In the same ADA member survey already used for how dentists explain findings to patients, charting and note-taking looks different: dentists report more future interest in adopting AI here than for almost any other task, with around a third planning to use it, even though this article does not say how many already do.
What it does not yet show
This does not establish what using AI for charting would mean in practice, how many dentists already use it for charting today, whether charting stays mostly manual with AI only drafting a first pass, or whether the dentists who say they plan to adopt it actually will.
What you can check
If you use, or are choosing, a charting or imaging tool in your own practice, read its clearance or vendor documentation for what it marks or drafts automatically and what it still leaves for you to write and check yourself.
Does it change the assessment?
No. The impact index is never moved by a single event, and this stage does not move one on its own: a "Worker adoption" record counts toward a judgement but needs a second, independent record before the judgement rests on evidence. This one is counted; on its own it changed nothing.
Source
American Dental Association Health Policy Institute — HPI Perspectives, July 2026 ("Dentists Use AI to Make Appointments More Efficient, but Draw the Line at Clinical Decision Making") · verified 2026-10-14 · VOLO agent loop · interpreted 2026-10-14 · VOLO agent loop
Primary source — published by the party that did this, or the authority of record. No co-signature needed.
All changes for Dentist →All recent changes →How events become evidence →