Develop marketing materials, proposals, or presentations to generate new work opportunities.
Develop marketing materials, proposals, or presentations to generate new work opportunities.
Task automation exposure
High exposure
Exposure basis
[v4/median] score 75 (raw 75 | A 85 / B 65 / C 75 | modality: other) AI tools can generate high-quality text, layout, and visual concepts for proposals and presentations, significantly reducing the time required for drafting and formatting, though final strategic curation and client-specific relationship nuances remain human-led. (capable: Generative AI (LLMs + Image/Design Generators))
0 capabilities · 1 occupations
Basis
How exposure was assessed
[v4/median] score 75 (raw 75 | A 85 / B 65 / C 75 | modality: other) AI tools can generate high-quality text, layout, and visual concepts for proposals and presentations, significantly reducing the time required for drafting and formatting, though final strategic curation and client-specific relationship nuances remain human-led. (capable: Generative AI (LLMs + Image/Design Generators))
How much of this task's output current AI can produce or substantially assist.
Best current model strength on any capability this task requires.
This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.
Occupations
Occupations that perform this task (1)
Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.
| Occupation | Industry | Importance | Role | Occupation AI exposure |
|---|---|---|---|---|
| Architects, Except Landscape and Naval | Cross-industry | 3.4/5 | core | 9 |
Evidence
Evidence (0)
No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.