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 engineerIllustratorIT support specialist / helpdeskAuditorSupply chain plannerManagement consultantPhotographerBackend developerAI researcherProduct / UX designerBusiness systems ownerE-commerce operations specialistActuaryAnimator and VFX artistWriter and authorRadiologistData engineerProject managerData scientistCourt reporterEditor and proofreaderLawyerMedical assistant / clinic assistantQuantity surveyorContent creatorQuantitative analystMachine learning engineerExperienced software engineerDevOps / platform / SRE engineerBusiness analystMusician and composerProduct managerPharmacistPartnerships / channel managerSecurity analyst (SOC)Financial adviser / financial plannerInterpreterCompliance officerLibrarianArchitectFirst-line manager / team supervisorCounsellor / therapistRetail salesperson / shop assistantCivil / structural engineerElectrical engineerIndustrial engineerSecurity guardInterior designerUniversity lecturerBus driverInsurance agentMechanical engineerSchool teacherGeneral practitioner / primary care doctorAirline pilotWaiter / restaurant serverRadiographer / radiologic technologistAuto mechanic / vehicle technicianPolice officerSonographerAircraft maintenance technicianAir traffic controllerVeterinarianPhysiotherapist / rehabilitation therapistDentistSurgeonConstruction workerSocial workerRegistered nurseCare worker / nursing assistantPlumberAI implementation lead
RPA / self-service
Government service clerkOperations coordinatorMetro train driverReceptionist / front deskPharmacy technician
Robotics
Retail cashier / shop assistantContainer port workerWarehouse workerAssembly line workerMedical laboratory technicianActor and modelWelderChef / cookCleaner / janitorFarmerFirefighterCabin crewElectrician
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›Interior designer›2025-07-16
Worker adoptionCognitive automation2025-07-16

31% of design firms report using AI, 50% among large firms, mostly to visualise projects early, while designers doubt AI for budgeting and sourcing, a design platform's survey found

Interior designeroccupation page →
Event date / reported
2025-07-16
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
Developing and presenting concepts
Mood boards, sketches, renderings and options that let the client see the space before it is built.
Being augmented✓ Evidence-backed
Specifying materials and sourcing
Choosing finishes, fixtures and furniture that meet the budget, lead times and codes, and buying or specifying them.
Still human-led✓ Evidence-backed
Where this applies
A survey by a design and renovation platform of 722 US businesses registered on it, fielded in May 2025. It reports that 31% of all design firms use AI, rising to 50% among large firms; that most designers who use AI for planning and design use it to help visualise projects early in the design process; and that take-up falls for complex, detail-heavy work, with uncertainty about trusting AI for tasks such as budgeting and sourcing products. The publisher sells software with AI features to these businesses, and the figures are self-reported.
What this means
Designers use AI where the work is a picture — the early concept — and hold back where it is a commitment: the budget and the products. The augmentation is real at the start of a project and thin at its end.
What it does not yet show
A platform's survey of businesses on its own site, self-reported; it does not measure time saved or project outcomes.
What you can check
Open Houzz's 2025 U.S. State of AI in Construction & Design report and find "use AI to help visualize projects early in the design process".
Does it change the assessment?
No. The impact index is never moved by a single event. Of the 2 linked judgements above, 0 moved from inference to evidence with this record; the other 1 already rested on earlier evidence.
Source
Houzz — 2025 U.S. State of AI in Construction & Design Industry report (press release July 16, 2025), survey of 722 U.S. businesses registered on Houzz, May 2025 · verified 2026-09-29 · Claude (VOLO agent) · interpreted 2026-09-29 · Claude (VOLO agent)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.
All changes for Interior designer →All recent changes →How events become evidence →