Tasks
Which tasks will AI automate?
AI replaces tasks, not whole jobs. Here are 16 common tasks, from most to least exposed, and what each one means for your future.
Every job is a bundle of tasks. Some are easy for AI to take on, others depend on presence, trust or judgement. The exposure levels below are our estimates, not predictions.
Invoices, forms, records, spreadsheets
Reports, proposals, emails, documentation
Documents, websites, subtitles, product copy
Tickets, chat, phone queues, FAQs
Calendars, travel, follow-ups, coordination
Desk research, briefs, literature reviews
Dashboards, KPIs, monthly reports, routine analysis
Features, bug fixes, tests, scripts
Resizing, variants, banners, slide decks
Campaign ideas, concepts, storytelling
Planning, priorities, trade-offs, decisions
Deals, negotiation, account management
Approvals, audits, compliance, certification
Hiring, 1:1s, coaching, performance
Patients, students, clients, guests
Repairs, installs, site work, equipment
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