NC
Community Colleges Career Coach AI Series
● Live Walk-Through

Advising a CCP Student with AI

Follow along step by step. We'll use one AI prompt — built piece by piece with the RICCE framework — to help a dual-enrollment student plan next semester. Then we verify the work before it ever reaches a real student.

AudienceNC Career Coaches
FrameworkR · I · C · C · E
You'll do thisLive, in your AI tool
🔒

Before you start — the privacy rule

A student's courses, grades, and enrollment are part of their education record, protected under FERPA. Never put a real student's name, ID, or transcript into a public AI tool. Always de-identify first — use a fictional name, exactly like we do with "Jordan" below. If your college has an approved enterprise AI tool with a signed data agreement, follow your local policy.

Our Student · Fictional — not a real person

Jordan Ellis

10th grader · Anytown High School · Business Administration CTE pathway (Career & College Promise)
BUS 110 — Introduction to Business CIS 110 — Introduction to Computers 📍 Completed Spring 2026
"What should I take in Fall 2026?"
Work through it together

Build the prompt, one slot at a time

1

Prime the AI

Before RICCE · "Prime"

See what the AI already knows before you hand it the task — so you're not building on a shaky foundation.

Prompt
What do you know about North Carolina's Career and College Promise (CCP) program and the Business Administration CTE dual enrollment pathway? Be honest about what you do NOT know about a specific college's approved course sequence or live registration availability.
Facilitator note
Point out where the AI sounds confident vs. where it admits gaps. Those gaps are exactly what we fill in Step 3.
2

Set the Role & Instructions

R + I · Role & Instructions

Tell the AI who to be and exactly what job it's doing.

Prompt
You are an experienced community college career coach helping a high school sophomore plan dual enrollment courses.

Your task: recommend which courses this student should take in Fall 2026, based on the approved CCP Business Administration pathway and our college's actual posted fall schedule.
3

Give it Context

C · Context (de-identified)

Provide the de-identified student info and point the AI to your posted schedule. Replace [Your College] with your own.

Prompt
Student (fictional, de-identified): "Jordan," a 10th grader in the Business Administration CTE pathway under CCP.

Completed courses:
- BUS 110 (Introduction to Business), Spring 2026
- CIS 110 (Introduction to Computers), Spring 2026

Find [Your College]'s posted Fall 2026 course schedule online and use it. Confirm the term is Fall 2026 before relying on it. If you cannot access it, tell me and I will paste it in.
Facilitator note
Notice we typed "Jordan," not a real student's name. That's the FERPA rule in action — modeled live.
4

Set the Constraints

C · Constraints

These rules keep the AI honest — pathway-approved courses only, no repeats, prerequisites checked.

Prompt
Constraints:
- Recommend only courses on the approved CCP Business Administration pathway.
- Jordan has already completed BUS 110 and CIS 110 — do not repeat them.
- Confirm prerequisites are met for each suggested course; flag any that are not.
- Jordan is a 10th grader, so confirm each course is CCP-eligible for the student's grade level and pathway.
5

Show an Example format

E · Example

Lock the output format so the answer is something you can hand a student and parent.

Prompt
Present your answer as a table:
Course | Title | Section / Days / Time | Prerequisite met? | Notes

After the table, list any courses Jordan is NOT yet eligible for and why, and note anything I should double-check in the live registration portal.
Step 6 · The part that protects the student

Verify before it reaches Jordan

Verification Checklist

The AI gives you a draft, not a final answer. Tap each item as you confirm it.

The schedule the AI used is the live Fall 2026 page — not a prior term or draft.
Every recommended course appears on the official schedule with the correct section, day, and time.
Each course is on the approved CCP pathway — not just a general course the AI assumed.
Prerequisites are accurate per the college catalog.
There are open seats right now in the live registration portal.
Jordan is CCP-eligible for these courses (grade level, GPA, pathway approval).
When in doubt, route the plan through your CCP liaison / academic advisor for sign-off.
Discuss as a group

Debrief

  1. Where did the AI try to "fill in" a course sequence it couldn't actually know?
  2. What did giving it Jordan's completed courses change about the recommendation?
  3. What would have gone wrong if we'd trusted the AI without doing Step 6?
  4. How would you have handled this if your schedule lives behind a login?

De-identify, then let AI find and organize the posted schedule — and you verify it's current, reachable, and pathway-approved before it reaches a student.