A resource collection
by Miguel Guhlin

Scholarship providers · Shared learning

AI for the work
that opens doors.

Explore ideas, tools, and learning experiences for the people behind scholarship opportunities.

Explore the resources
NSPA 2026 Continuity. October 19–22, San Antonio, Texas.
2026 workshopSession materials & downloadsSession archiveEarlier slides, guides & recordingsAI fluencyFind your starting pointMarketing readinessReflect on outreach & engagement

Choose what you need

Explore the collection

Office workflows

Office Workflows

Guides and worked examples for your scholarship team.

The 2/2/2 implementation frameworkPlan a focused AI pilot with clear policies, review, and measurable results.Scholarship program AI task guideMatch scholarship office tasks with useful AI approaches.Office task automation guideExplore repeatable tasks and opportunities for assisted workflows.Workflow prompting workshopBuild prompts around a complete workflow, from inputs to review.Applicant communicationsA worked example of the 2/2/2 implementation framework.Application triageA worked example of the 2/2/2 implementation framework.Reviewer onboarding & calibrationA worked example of the 2/2/2 implementation framework.Donor & board reportingA worked example of the 2/2/2 implementation framework.FAQ & eligibility page optimizationA worked example of the 2/2/2 implementation framework.
Marketing

Marketing

Prompts and scenarios for outreach and engagement.

100 AI marketing promptsA searchable prompt collection for scholarship providers.Marketing scenarios & prompt toolkitWork through realistic outreach and engagement situations.
Build & explore

Build & explore

Projects to try, build, and adapt. Prototypes are labeled.

Vibe coding project cardsCopy a project prompt and build a tool for your scholarship program.Counselor outreach generatorCreate a concise counselor outreach email in your browser.GEO FAQ generatorArchived prototype; AI service setup required.Eligibility equity lensArchived prototype; AI service setup required.Donor impact report builderArchived prototype; AI service setup required.Social media privacy screenerArchived prototype; AI service setup required.Scholarship talking points generatorArchived prototype; AI service setup required.Deadline reminder email generatorOriginal React source and project prompt for a build activity.
Ethics & privacy

Ethics & privacy

Discuss consequential decisions and review how tools handle information.

Ethics decisions for scholarship teamsOne toolkit with decision steps, fictional cases, prompt safeguards, and an exportable record.PROTECT privacy review toolReview vendor documentation. School-oriented first-review aid; adapt to your program. Opens mglearn.