65 jobs · 12 industries · updated 2026-08-15
Can an agent do ?
One question, asked about every job people are trying to hand to an AI agent. Not “could it help” — could it do the job. Four verdicts, every step broken down, and an honest list of what still needs a person.
- On the table
- 490hrs/week
- Fully agent-ready
- 19jobs
- Still yours
- 7jobs
Hours are per person doing that job, counting only the steps we rate as agent-ready. Nobody does all 65 of these jobs, so read the total as the size of the category rather than a promise about your calendar.
- YES19
- An agent does the whole job. You look at the output, not the work.
- MOSTLY25
- An agent does the work and hands you a decision. Minutes a day, not hours.
- HALF14
- An agent clears the mechanical majority. The part people are paid for stays yours.
- NOT YET7
- An agent can assist around the edges. Handing it the job would be a mistake.
Every verdict
65 of 65 shown
- Data entryCan an agent do data entry?YESOperationsOperations
- Document processingCan an agent process documents?YESOperationsOperations
- QA testingCan an agent do QA testing?YESTechnicalTechnical
- Lead generationCan an agent do lead generation?YESSalesSales
- Order managementCan an agent do order management?YESSupportSupport
- Helpdesk triageCan an agent do helpdesk triage?YESSupportSupport
- Accounts receivableCan an agent do accounts receivable?YESFinanceFinance
- Reporting and dashboardsCan an agent build reports and dashboards?YESOperationsOperations
- Bug triageCan an agent do bug triage?YESTechnicalTechnical
- InvoicingCan an agent do invoicing?YESFinanceFinance
- Prospect researchCan an agent do prospect research?YESSalesSales
- DocumentationCan an agent write documentation?YESTechnicalTechnical
- CRM hygieneCan an agent do CRM data entry?YESSalesSales
- Competitor researchCan an agent do competitor research?YESMarketingMarketing
- Appointment schedulingCan an agent do appointment scheduling?YESOperationsOperations
- Expense reportsCan an agent do expense reports?YESFinanceFinance
- Meeting notesCan an agent take meeting notes?YESSalesSales
- Contract administrationCan an agent do contract administration?YESProfessionalProfessional
- TranscriptionCan an agent do transcription?YESProfessionalProfessional
- Customer serviceCan an agent do customer service?MOSTLYSupportSupport
- Live chatCan an agent do live chat?MOSTLYSupportSupport
- Software developmentCan an agent write code?MOSTLYTechnicalTechnical
- Admin and back officeCan an agent do admin work?MOSTLYOperationsOperations
- SEOCan an agent do SEO?MOSTLYMarketingMarketing
- BookkeepingCan an agent do bookkeeping?MOSTLYFinanceFinance
- Community moderationCan an agent do community moderation?MOSTLYSupportSupport
- Data migrationCan an agent do data migration?MOSTLYTechnicalTechnical
- Security monitoringCan an agent do security monitoring?MOSTLYTechnicalTechnical
- Data analysisCan an agent do data analysis?MOSTLYOperationsOperations
- Financial reportingCan an agent do financial reporting?MOSTLYFinanceFinance
- Cold emailCan an agent do cold email?MOSTLYSalesSales
- Email marketingCan an agent do email marketing?MOSTLYMarketingMarketing
- Inventory managementCan an agent do inventory management?MOSTLYOperationsOperations
- Market researchCan an agent do market research?MOSTLYProfessionalProfessional
- Refunds and returnsCan an agent handle refunds and returns?MOSTLYSupportSupport
- HR adminCan an agent do HR admin?MOSTLYPeoplePeople
- Customer researchCan an agent do customer research?MOSTLYProfessionalProfessional
- Proposals and quotesCan an agent write proposals and quotes?MOSTLYSalesSales
- Compliance checksCan an agent do compliance checks?MOSTLYOperationsOperations
- Code reviewCan an agent do code review?MOSTLYTechnicalTechnical
- TranslationCan an agent do translation?MOSTLYProfessionalProfessional
- Presentations and decksCan an agent make presentations?MOSTLYProfessionalProfessional
- Employee onboardingCan an agent do employee onboarding?MOSTLYPeoplePeople
- Travel bookingCan an agent book travel?MOSTLYOperationsOperations
- SalesCan an agent do sales?HALFSalesSales
- RecruitmentCan an agent do recruitment?HALFPeoplePeople
- Content writingCan an agent write content?HALFMarketingMarketing
- AccountingCan an agent do accounting?HALFFinanceFinance
- Social mediaCan an agent do social media?HALFMarketingMarketing
- Project managementCan an agent do project management?HALFOperationsOperations
- Legal researchCan an agent do legal research?HALFProfessionalProfessional
- Paid adsCan an agent manage paid ads?HALFMarketingMarketing
- CopywritingCan an agent do copywriting?HALFMarketingMarketing
- ProcurementCan an agent do procurement?HALFOperationsOperations
- CV screeningCan an agent screen CVs?HALFPeoplePeople
- Graphic designCan an agent do graphic design?HALFProfessionalProfessional
- Contract reviewCan an agent review contracts?HALFProfessionalProfessional
- PayrollCan an agent do payroll?HALFFinanceFinance
- FundraisingCan an agent raise investment?NOT YETJudgementJudgement
- Managing peopleCan an agent manage people?NOT YETJudgementJudgement
- NegotiationCan an agent negotiate?NOT YETJudgementJudgement
- StrategyCan an agent do strategy?NOT YETJudgementJudgement
- Performance reviewsCan an agent do performance reviews?NOT YETJudgementJudgement
- Crisis communicationsCan an agent handle a crisis?NOT YETJudgementJudgement
- Coaching and mentoringCan an agent do coaching?NOT YETJudgementJudgement
By industry
The same question, scoped to how a particular business actually runs — and which job to hand over first.
Ecommerce
Most of the operating work, yes. Support, order chasing, returns, listings, inventory and reporting are all agent-ready. Buying decisions, brand and supplier relationships are not — which is roughly what a good ecommerce owner should have been spending their time on anyway.
14 jobs rated
Agencies
Not run one, but it can take back most of the non-billable week. Reporting, invoicing, project admin, proposals, research and QA are agent work. Client relationships and creative judgement — the two things clients actually pay for — are not.
14 jobs rated
SaaS
A large share of the operating functions, yes. Support, QA, documentation, CRM hygiene, reporting, lifecycle email and bug triage are all agent-ready. Product decisions, architecture and the customer relationships that renew contracts are not.
14 jobs rated
Small business
It can run the back office, which for most small businesses is the difference between working evenings and not. Invoicing, bookkeeping, admin, scheduling, chasing and basic customer service are all agent work today.
12 jobs rated
Professional services
The preparation, not the advice. Research, document review, drafting, chronologies, admin and compliance tracking are agent work. Signing, advising and carrying professional liability remain human by both practice and regulation.
13 jobs rated
Healthcare
The administration, yes — scheduling, records, coding, correspondence and reminders. Anything clinical, and anything that touches a patient in distress, should not be automated. The regulatory bar here is higher than anywhere else on this site.
8 jobs rated
Construction and trades
The paperwork, which on most sites is the real bottleneck. Quotes, invoices, purchase orders, compliance certificates, supplier chasing and scheduling are agent work. Nothing on site is.
11 jobs rated
Restaurants and hospitality
The back office, yes. Bookings, supplier orders, rotas, invoices, reviews and stock are agent work. The floor, the kitchen and the welcome are not, and in hospitality those are the entire product.
9 jobs rated
Logistics and transport
The documentation and coordination layer, yes. Consignment paperwork, tracking, exception chasing, customs documents and invoice reconciliation are agent work. Physical operations and carrier relationships are not.
9 jobs rated
Real estate
The coordination and paperwork, yes — enquiries, viewings, listings, contracts, compliance documents and chasing. Valuing a property and closing a sale stay human, because both turn on judgement about people as much as about buildings.
11 jobs rated
Nonprofits and charities
A great deal of it, and the case is unusually strong because every hour saved goes straight back to the mission. Donor admin, grant paperwork, reporting, bookkeeping and scheduling are all agent work. Fundraising relationships are not.
11 jobs rated
Media and publishing
The production layer, yes. Transcription, repurposing, SEO, scheduling, translation and archive work are agent-ready. Reporting, judgement about what is true, and having something worth saying are not.
9 jobs rated
Why the answer is usually half
Almost nobody has a job that is one task. “Accounting” is nine things, and an agent is excellent at six of them, adequate at two, and should not be allowed near the ninth. Asking whether an agent can do a job gets you an argument. Asking which steps it can do gets you a plan.
So every page here breaks the job into steps and rates each one. The verdict at the top is just the summary.
How we judge