Develop and implement treatment plans based on clinical experience and knowledge.

“Develop and implement treatment plans based on clinical experience and knowledge.” is a core task performed by Mental Health Counselors. Among the occupation's 27 rated tasks, workers place it 18th by importance (#10 most important). About 100% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Develop patient or client care or treatment plans. in Thinking Creatively

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

Other tasks in this occupation

• Maintain confidentiality of records relating to clients' treatment. · importance 5.0
• Encourage clients to express their feelings and discuss what is happening in their lives, helping them to develop insight into themselves or their relationships. · importance 4.9
• Counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes. · importance 4.8
• Assess patients for risk of suicide attempts. · importance 4.8
• Fill out and maintain client-related paperwork, including federal- and state-mandated forms, client diagnostic records, and progress notes. · importance 4.8
• Perform crisis interventions to help ensure the safety of the patients and others. · importance 4.8
• Guide clients in the development of skills or strategies for dealing with their problems. · importance 4.8
• Perform crisis interventions with clients. · importance 4.8
• Prepare and maintain all required treatment records and reports. · importance 4.7
• Collect information about clients through interviews, observation, or tests. · importance 4.5
• Modify treatment activities or approaches as needed to comply with changes in clients' status. · importance 4.5
• Evaluate the effectiveness of counseling programs on clients' progress in resolving identified problems and moving towards defined objectives. · importance 4.4
• Evaluate clients' physical or mental condition, based on review of client information. · importance 4.3
• Supervise other counselors, social service staff, assistants, or graduate students. · importance 4.2

See all tasks on the Mental Health Counselors page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-1598,
  title  = {Develop and implement treatment plans based on clinical experience and knowledge.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-1598}
}