Roles in office administration, HR, general business operations, and management.
9
Roles covered
3
High impact
6
Medium impact
Administration & Management
AI automates 50-70% of email, scheduling, and routine document management; organizations have reduced headcount by 20-40% while maintaining or improving service levels. Strategic support and relationship management remain distinctly human work.
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Administration & Management
AI augments design ideation (generating variations in minutes vs. hours), regulatory compliance checking, and technical documentation while core creative vision, client relationships, and complex problem-solving remain fundamentally human. 73% of US architecture firms have adopted AI; 44% use AI for concept images.
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Administration & Management
AI automates 30-40% of requirements documentation, data collection, and basic analysis; strategic problem-solving and stakeholder management remain human-driven. Business analysts with AI skills seeing 10-20% salary premiums; role evolving toward advisory and strategy.
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Administration & Management
AI adoption in HR accelerated from 26% (2024) to 43% (2026); CV screening reduced 75%; 89% of HR leaders expect role transformation.
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Administration & Management
AI reduces forecast errors 30-50%, optimizes scheduling to boost throughput 15-25%, and automates routine reporting. 59% of organizations now incorporate AI into operations workflows. Strategic team leadership remains distinctly human.
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Administration & Management
AI will enhance crime analysis, evidence processing, and administrative efficiency by 15–20%, but street-level enforcement, community interaction, and real-time judgment remain distinctly human responsibilities.
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Administration & Management
AI will automate 30–40% of scheduling, status tracking, and documentation, but stakeholder management, risk judgment, and adaptive leadership remain distinctly human responsibilities requiring judgment.
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Administration & Management
AI will commoditize listing presentation and property matching, reducing agent roles by 30–50% in routine residential sales, but relationship-based high-value transactions and complex property representations remain agent-dependent.
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Administration & Management
AI and automation will handle 60–80% of routine greeting, scheduling, and information tasks, requiring significant role transformation toward customer experience, complex problem-solving, and administrative support.
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AI impact assessments are based on research from March 2026. Data is refreshed quarterly. Impact levels reflect the current pace of AI adoption.