A study plan is one person's schedule for learning a defined body of material by a set date: what to study, in what order, how much time each part takes, and how progress will be checked. For someone preparing to review or build AI agents, it turns a course into fixed hours that survive a busy queue.
Why does a study plan matter?
Training for agent oversight usually happens alongside the job. Without a plan, it loses every contest with the queue. A reviewer means to finish the module on held actions this week, the queue spikes, and three weeks later the agent goes live with the module still open. A plan with blocked time and a date makes the trade-off visible to the person and their manager.
It also puts the hard parts first. Left to themselves, people study what they find easy. A good plan front-loads the concepts that cause costly errors, such as source provenance and red lines, and leaves room to repeat them.
What goes into a study plan?
A practical plan for an agent oversight role has six parts:
| Part | What it says |
|---|---|
| Goal | The role and the test or certificate at the end |
| Material | The lessons, labs and reading, in order |
| Time | Hours per week, and which slots are protected |
| Practice | Cases to work through, including a case library of past decisions |
| Checks | Short tests after each part, and a mock exam before the real one |
| Date | When the plan ends and the assessment happens |
Good plans also include counterexamples: cases that look like they should be approved but should not. They teach the edges of a rule faster than more routine cases.
An example
A paralegal is preparing to review an agent that drafts standard contract clauses at depth 2. Her study plan runs four weeks at four hours a week, in two protected two-hour slots. Week one covers how the agent decides and what each verdict means. Week two covers sources: which clause library is sealed and which drafts arrive from the other side as external. Week three is practice on twenty past cases, including five counterexamples. Week four is a mock test and a review of mistakes. The internal test follows on day one of week five. Templates for this exist at team level, such as the agent training plan template for paralegals.
How is a study plan different from a training plan?
A training plan is set by the organisation for a team or role: who must learn what, by when, delivered how. A study plan is the individual's version: how one person will fit that learning into their own weeks. A training plan for a utility's billing team, such as the training plan template for utilities, might say every reviewer must certify within two months. Each reviewer's study plan says how they will get there.
It also differs from a learning path, which sets the order of material for a role but not the person's schedule.
Which terms are related?
- Learning path: the ordered route a study plan follows.
- Case library: past cases used for practice.
- Training plan: the team-level plan a study plan serves; see what a good training plan for a first deployment looks like.
For the full approach, read training teams for AI agents.
Where the Academy fits
Pryme Intelligence Academy gives each track a known size, which makes a study plan easy to set: Foundations is about 4 hours; Operator about 14 hours plus a two-week practicum. Lessons can be read or listened to as audio, which helps people study around shifts.
Questions people ask
How many hours a week should a study plan include?
Few enough to protect every week. Two short protected slots are usually kept more reliably than one long one.
Should managers see an employee's study plan?
Yes. A manager who has agreed the protected time is far more likely to defend it when the queue is busy.