Develop exercise or conditioning programs.

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.

Key facts about this work activity
How automatableMostly automatable
Kind of workDrafting and content production
Jobs that do it3 occupations
Tool categories that applyGeneralist agents, Builders, Vertical agents, Models and routing
O*NET activityThinking Creatively (4.A.2.b.2)

What could do this work.

These are the categories of tool that address drafting and content production, with a few live examples from our landscape. We name the category rather than promise that a specific product does your specific task, because that promise would not be true.

Generalist agents

Browses, runs code and completes multi-step tasks inside the chat everyone already has.
Everyone
From $20/mo
Long-context assistant with computer use, plus Claude Code for engineering work.
Everyone
From $20/mo
Google’s assistant, with Project Mariner for browser control and deep Workspace reach.
Everyone
From $20/mo
Autonomous agent that plans and executes long tasks in its own virtual machine.
Prosumers
From $20/mo
Super-agent bundling research, calls, slides and video generation on a credit meter.
Prosumers
From $24.99/mo
Answer engine with agentic research and shopping actions.
Everyone
From $20/mo

Builders

n8n
Visual workflow automation with roughly 70 AI nodes. Self-hostable and free that way.
Technical ops
Free self-host
The default automation layer, now with Agents, Tables and Canvas bolted on.
Everyone
From $29.99/mo
Make
Visual scenario builder over 3,000-plus apps, materially cheaper than Zapier at volume.
Ops teams
From $9/mo
Build "AI employees" in plain English. Claims 5,000-plus integrations.
Non-technical
From $19.99/mo
Teams of specialised agents sold as an AI workforce, strongest in sales.
GTM teams
From $29/mo
Visual canvas for multi-agent orchestration, aimed at technical builders.
Technical ops
From $37/mo

Vertical agents

Customer-facing support agent charged per resolution, not per seat.
Enterprise support
Outcome-based
Enterprise support agent built to close tickets end to end without escalation.
Enterprise support
Custom
Fin
Support agent across voice, chat and email. Publishes a 76% average resolution rate.
Support teams
Per resolution
Legal agent for contract review, case research, diligence and drafting.
Law firms
Custom
Personal injury case preparation and demand package generation.
Injury firms
Custom
Clinical-safety-focused healthcare agents for patient-facing calls.
Providers
Custom

Models and routing

One API across 200-plus models, with routing and fallback. What we build on.
Developers
Usage-based
Open-source provider abstraction over 100-plus models with load balancing.
Developers
Open source
Claude models with long context, computer use and strong tool calling.
Developers
Usage-based
GPT and Codex families plus the hosted agent and deep research surfaces.
Developers
Usage-based
Gemini models with browser control and very large context windows.
Developers
Usage-based
Groq
Ultra-low-latency inference, useful when an agent has to answer in real time.
Developers
Usage-based

Categories are matched from the kind of work, not from vendor marketing. Before committing to any of them, check that the tool can reach the system your record actually lives in. That connection, not the model, is where most of these projects stall.

Who does this work.

3 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.

Work that goes with it.

O*NET groups these under “Develop patient or client care or treatment plans”. In practice they tend to be done by the same person, in the same sitting.

Related work activities
ActivityJobs
Develop medical treatment plans24
Develop treatment plans for patients or clients9
Develop treatment plans that use non-medical therapies9
Modify treatment plans to accommodate client needs5
Develop patient therapy programs3
Establish treatment goals3

Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.