Can AI do drafting and content production?

Drafting and content production

Most of the output can be produced by software today.

Producing the draft is the single thing current models are best at, and it needs no integration at all: a prompt and a couple of reference documents are enough. A person still edits it and takes responsibility for what goes out.

Addressed by generalist agents, builders, vertical agents, models and routing

ChatGPT (agent mode)Claude n8n Zapier Sierra Decagon OpenRouter LiteLLM Whole landscape

All 168 activities of this kind

Ordered by how many occupations perform them, so the work that affects the most people reads first.

Find168 of 168

Work activities, most widely performed first
Activity	Jobs
Develop instructional objectives	50
Develop medical treatment plans	24
Develop technical methods or processes	22
Plan educational activities	19
Plan experiential learning activities	18
Develop strategies or programs for students with special needs	17
Develop organizational goals or objectives	16
Establish rules or policies governing student behavior	15
Devise research or testing protocols	15
Edit written materials	14
Develop marketing plans or strategies	14
Draw detailed or technical illustrations	14
Create models of engineering designs or methods	14
Design public or employee health programs	13
Create databases to store electronic data	12
Develop educational programs	12
Develop artistic or design concepts for decoration, exhibition, or commercial purposes	12
Design industrial processing systems	12
Develop business or financial information systems	12
Develop procedures to evaluate organizational activities	12
Design templates or patterns	11
Develop performance metrics or standards related to information technology	11
Develop models of information or communications systems	11
Design electronic or computer equipment or instrumentation	11
Develop computer or information security policies or procedures	11
Develop testing routines or procedures	11
Edit documents	10
Develop software or computer applications	10
Modify software programs to improve performance	10
Develop safety standards, policies, or procedures	10
Prepare graphics or other visual representations of information	10
Determine presentation subjects or content	10
Develop treatment plans for patients or clients	9
Develop treatment plans that use non-medical therapies	9
Develop software or applications for scientific or technical use	9
Plan menu options	9
Develop promotional materials	9
Create maps	9
Create images or other visual displays	9
Plan environmental research	9
Determine operational criteria or specifications	9
Design electromechanical equipment or systems	9
Design computer modeling or simulation programs	8
Develop technical or scientific databases	8
Develop environmental sustainability plans or projects	8
Develop plans to manage natural or renewable resources	8
Develop content for sales presentations or other materials	8
Apply knowledge or research findings to address environmental problems	8
Determine design criteria or specifications	8
Design structures or facilities	8
Design industrial equipment	8
Create physical models or prototypes	8
Establish standards for products, processes, or procedures	8
Design integrated computer systems	7
Design software applications	7
Develop promotional strategies or plans	7
Plan natural resources conservation or restoration programs	7
Develop financial or business plans	7
Develop health assessment methods or programs	7
Design psychological or educational treatment procedures or programs	7
Plan programs to address community health issues	7
Create construction or installation diagrams	7
Design layout of art or product exhibits, displays, or promotional materials	7
Prepare maps	7
Develop emergency response plans or procedures	7
Develop sustainable organizational policies or practices	7
Develop operational methods or processes that use green materials or emphasize sustainability	7
Plan social sciences research	7
Develop theories or models of physical phenomena	7
Plan facility layouts or designs	7
Develop equipment or component configurations	7
Design websites or web applications	6
Apply information technology to solve business or other applied problems	6
Develop business or market strategies	6
Create new recipes or food presentations	6
Design medical devices or appliances	6
Create schematic drawings for electronics	6
Develop diagrams or flow charts of system operation	6
Create computer-generated graphics or animation	6
Develop operating strategies, plans, or procedures for green or sustainable operations	6
Design research studies to obtain scientific information	6
Plan biological research	6
Develop mathematical models of environmental conditions	6
Develop plans for programs or services	6
Develop specifications for new products or processes	6
Develop technical specifications for systems or equipment	6
Develop procedures for data management	6
Develop new or advanced products or production methods	6
Develop agricultural methods	6
Modify treatment plans to accommodate client needs	5
Develop computer or information systems	5
Develop library or archival databases	5
Create marketing materials	5
Design alternative energy systems	5
Create images of data, locations, or products	5
Create graphical representations of structures or landscapes	5
Create graphical representations of mechanical equipment	5
Create graphical representations of industrial production systems	5
Develop sustainable industrial or development methods	5
Develop methods of social or economic research	5
Develop environmental research methods	5
Develop scientific or mathematical models	5
Develop program goals or plans	5
Incorporate green features into the design of structures or facilities	5
Design energy production or management equipment or systems	5
Design tools, fixtures, or other devices for production equipment	5
Design electrical equipment or systems	5
Establish nursing policies or standards	5
Establish standards for medical care	5
Develop guidelines for system implementation	5
Develop computer or online applications	4
Develop healthcare quality and safety procedures	4
Develop fire safety or prevention programs or plans	4
Develop financial plans for clients	4
Develop educational or training programs	4
Design environmental control systems	4
Prepare drawings or diagrams of products or services	4
Create graphical representations of civil structures	4
Create diagrams or blueprints for workpieces or products	4
Design layouts for print publications	4
Maintain contingency plans for disaster recovery	4
Develop specifications or procedures for website development or maintenance	4
Design civil structures or systems	4
Design control systems for mechanical or other equipment	4
Develop exercise or conditioning programs	3
Develop patient therapy programs	3
Establish treatment goals	3
Develop marketing plans or strategies for environmental initiatives	3
Develop environmental remediation or protection plans	3
Establish work standards	3
Establish operational policies	3
Develop educational goals, standards, policies, or procedures	3
Design water conservation systems	3
Protect wildlife or natural areas	3
Design systems to reduce harmful emissions	3
Plan programs to address community mental wellness needs	3
Create electrical schematics	3
Create graphical representations of energy production systems	3
Develop emergency procedures	3
Develop contingency plans to deal with organizational emergencies	3
Develop biological research methods	3
Design costumes or cosmetic effects for characters	3
Design jewelry or decorative objects	3
Draft legislation or regulations	3
Develop information communication procedures	3
Develop policies or procedures for archives, museums or libraries	3
Develop financial analysis methods	3
Develop data analysis or data management procedures	3
Develop promotional strategies for religious organizations	2
Develop database parameters or specifications	2
Develop tools to diagnose or assess needs	2
Design materials for industrial or commercial applications	2
Design micro- or nano-scale materials, devices, or systems	2
Develop educational policies	2
Design energy-efficient vehicles or vehicle components	2
Prepare production storyboards	2
Develop sustainable business strategies or practices	2
Create musical compositions, arrangements or scores	2
Choreograph dances	2
Develop specifications for computer network operation	2
Design furniture	2
Develop procedures for data entry or processing	2
Design video game features or details	1
Design healthcare-related software applications	1
Design energy-efficient equipment or systems	1
Analyze information obtained from news sources	1
Develop theories or models of social phenomena	1
Develop technical processes to improve the efficiency of biofuel production	1