AI First College

Glossary

Balanced school list

A working mix of college options considered against a student’s goals and constraints, not an admissions assure.

Source: ConsumerOpportunity

School-fit reasoning

A reviewable explanation of how student priorities and available college information relate to possible choices.

Source: OutcomePromise

Application tracker

A workspace view that organizes schools, requirements, dates, owners, and task status.

Source: ProductFeatureSet

FAFSA checklist

Planning tasks used to prepare for the official federal student-aid process without replacing it.

Source: ProductFeatureSet

Scholarship task plan

A sourced set of research, preparation, review, and deadline actions for scholarship opportunities.

Source: CoreAgentOrAutomation

Reflective coaching

Questions and structure that help a student develop their own ideas and voice.

Source: TrustSafetyCompliance

Integrity log

A trace of source use, review, and approvals intended to support responsible student-owned work.

Source: ProductFeatureSet

Source card

A visible reference showing where a planning fact or requirement came from.

Source: MVP_Scope

Approval log

A record of which authorized person reviewed or accepted a proposed action.

Source: ProductFeatureSet

Stakeholder view

A role-appropriate planning view for an approved student, parent, or counselor.

Source: ProductFeatureSet

Completion evidence

Material reviewed to support that a planning task was actually finished.

Source: AgentWorkflow

Caseload triage

Organizing student needs so school staff can prioritize attention and review.

Source: EnterpriseOpportunity

Deadline nudge

A permissioned reminder intended to bring attention to an upcoming planning task.

Source: EnterpriseOpportunity

Transition planning

Coordinated preparation for steps after admission, including the move into college support.

Source: EnterpriseOpportunity

Student profile

The goals, constraints, academic context, and preferences used to begin the planning workflow.

Source: ProductFeatureSet