NSPAA resource collection
by Miguel Guhlin← Resource library

REFLECT · PRACTICE · GROW

Find your next
AI fluency step.

Scholarship Provider AI Fluency Self-Assessment

A moment to reflect on how you use AI—and choose one practical way to grow.

Take the assessment
5 questions4 fluency levelsResults stay in this page
YOUR PRACTICE, IN PERSPECTIVE
01 · NOTICEDisconnectedDiscover a useful starting point.
02 · EXPERIMENTFoundationalTry a prompt. Learn by doing.
03 · CONNECTIntegratedMake useful practices repeatable.
04 · REFINEStrategicImprove systems. Share learning.

YOUR STARTING POINT

How does AI fit into your work?

0 of 5 answered

Choose the response closest to your current practice. This is a reflection tool, not a certification; more AI use does not always mean better practice. Human judgment remains essential.

1. How often do you use AI when drafting scholarship materials?
2. How confident are you using AI to refine clarity, tone, and accessibility?
3. How well do you use AI to reduce repetitive work?
4. How often do you use AI to check for bias or equity issues?
5. How organized is your AI workflow?
Explore all four levels & score ranges
Level
Score Range
What It Looks Like in Scholarship Work
Disconnected
5 to 8
Creates all materials manually, repeats work each cycle, and uses no automation or templates.
Foundational
9 to 12
Uses basic AI tools for simple tasks and quick drafts. Application is inconsistent.
Integrated
13 to 16
Integrates AI into routine workflows, builds application components with AI, and iterates for accessibility, clarity, and tone.
Strategic
17 to 20
Redesigns processes around AI, automates drafting, standardizes templates, and uses AI for equity reviews and data insights.