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Measurable Results That Matter

AI Class Search improves the student enrollment experience while reducing operational friction for institutions.

5–10 Minutes to Around 30 Seconds
10–15 Clicks to One Prompt-1
Near-Zero Enrollment Errors
Better Student Satisfaction
Fewer Support Requests-1
5–10 Minutes to Around 30 Seconds

5–10 Minutes to Around 30 Seconds

Reduce class search time by replacing manual filtering with natural language search and AI-guided recommendations.

5–10 Minutes to Around 30 Seconds
10–15 Clicks to One Prompt

10–15 Clicks to One Prompt

Let students describe what they need instead of navigating multiple screens, filters, and enrollment steps.

10–15 Clicks to One Prompt-1
Near-Zero Enrollment Errors

Near-Zero Enrollment Errors

Use predictive validation to check prerequisites, time conflicts, and enrollment rules before classes are shown.

Near-Zero Enrollment Errors
Better Student Satisfaction

Better Student Satisfaction

Help students make confident enrollment decisions with clear recommendations and explanation-based results.

Better Student Satisfaction
Fewer Support Requests

Fewer Support Requests

Reduce registration-related support tickets caused by late-stage errors, unmet requirements, and confusing search outcomes.

Fewer Support Requests-1

The Student Enrollment Problem AI Class Search Solves

The Student Enrollment Problem AI Class Search Solves

For many students, class search is not a simple search experience. It is a trial-and-error loop.

A student may need a 3-unit Social Science elective, prefer Tuesday or Thursday afternoons, avoid a Chemistry Lab conflict, and still stay aligned with their degree plan. In the current PeopleSoft experience, they must search by keyword, apply filters, open class details, review prerequisites, check availability, compare schedules, and then start the enrollment process.

The issue appears late. A class may look perfect during search, but only after the student starts enrolling do they see errors such as “Time Conflict” or “Prerequisite Not Met.”

AI Class Search solves this by connecting search, advising, schedule context, and enrollment validation before the student sees the final recommendation.

Real-World Use Cases for Students

Find Classes Using Natural Language

Find Classes Using Natural Language

Students can type or speak requests the way they naturally think:

“Find me a 3-unit Social Science elective on Tuesday or Thursday afternoons that does not conflict with my Chemistry Lab.”

AI Class Search interprets the requirement, schedule preference, unit value, and conflict constraint, then converts that request into structured search criteria that PeopleSoft can process.

Result: Students spend less time searching and more time choosing from relevant options.

Find Classes Using Natural Language
See Only Classes That Actually Work

See Only Classes That Actually Work

Instead of showing every possible class and leaving students to discover issues later, AI Class Search filters out classes that fail validation.

It checks for:

  • Time conflicts
  • Prerequisite gaps
  • Class availability
  • Degree requirement fit
  • Current schedule conflicts
  • Enrollment rule constraints

Result: Students are shown viable classes before they enter the enrollment process.

See Only Classes That Actually Work-2
Understand Why a Class Is Recommended

Understand Why a Class Is Recommended

AI Class Search does not just display results. It explains them.

A student may see a recommendation like:

“Psych 101 is the best fit. It fulfills your Social Science requirement, fits your Tuesday afternoon gap, and you meet the prerequisites.”

Result: Students trust the recommendation because the reasoning is clear.

See Only Classes That Actually Work-1
Build a Better Weekly Schedule

Build a Better Weekly Schedule

Students often struggle to make multiple classes fit together. AI Class Search can recommend a complete schedule that aligns with their academic plan, personal constraints, and available class sections.

Result: Students can move from searching for one class at a time to planning a complete semester with confidence.

Build a Better Weekly Schedule

How AI Class Search Works

AI Class Search acts as an intelligent orchestration layer inside PeopleSoft Campus Solutions.

It does not replace PeopleSoft. It enhances the enrollment experience by connecting the systems students already rely on.

Student Makes a Natural Language Request
Student Makes a Natural Language Request

The student describes what they need, such as a requirement, class type, preferred day, time, location, or schedule constraint.

AI Extracts the Intent
AI Extracts the Intent

The AI identifies key details such as requirement group, subject, unit value, meeting days, preferred time, and existing schedule conflicts.

PeopleSoft Context Is Retrieved
PeopleSoft Context Is Retrieved

The solution connects with PeopleSoft services such as Class Search, Academic Advisement, and Enrollment Validation.

Predictive Validation Runs in the Background
Predictive Validation Runs in the Background

The AI checks whether classes fit the student’s schedule, meet prerequisites, and support degree requirements.

Smart Recommendations Are Presented
Smart Recommendations Are Presented

The student receives ranked, explainable results with options that are already validated.

Enrollment Moves Forward With Less Friction
Enrollment Moves Forward With Less Friction

Once the student selects a class, the enrollment process becomes faster and cleaner, with fewer late-stage surprises.

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Benefits of AI Class Search for Institutions

Student-Centered Enrollment Experience

Student-Centered Enrollment Experience

Replace manual search and late-stage errors with guided class discovery built around how students actually plan their schedules.

Predictive Enrollment Validation

Predictive Enrollment Validation

Check prerequisites, conflicts, and rules before presenting results, reducing failed enrollment attempts.

Smarter Degree Progression

Smarter Degree Progression

Prioritize classes that satisfy incomplete requirements or support the student’s academic path.

Lower Administrative Burden

Lower Administrative Burden

Reduce repetitive registration questions and support requests from students who are confused by search results or enrollment errors.

Secure PeopleSoft Integration

Secure PeopleSoft Integration

Use PeopleSoft Integration Broker, role-based access, and governed data access so the AI experience respects institutional security and student data requirements.

No Rip-and-Replace Required

No Rip-and-Replace Required

Enhance the existing PeopleSoft Campus Solutions environment without disrupting core ERP processes.

Built for PeopleSoft Campus Solutions

AI Class Search is designed for institutions running PeopleSoft Campus Solutions that want to improve the student enrollment experience without replacing their ERP.

The solution can connect with core PeopleSoft components, including class search, academic advisement, enrollment validation, and student schedule data. This allows institutions to add AI-powered class discovery while preserving the business logic, security, and governance already built into PeopleSoft.

Built for PeopleSoft Campus Solutions-1

Why Institutions Choose Astute

Astute Business Solutions brings deep experience across PeopleSoft, higher education, Oracle Cloud, and AI-powered ERP modernization.

PeopleSoft Campus Expertise

Practical understanding of Campus Solutions, student records, enrollment workflows, and institutional processes.

AI + ERP Integration Capability

Ability to connect Generative AI with enterprise ERP logic, APIs, and secure orchestration layers.

Higher Education Focus

Solutions designed around the needs of students, administrators, advisors, and institutional leaders.

Secure by Design

Built with governance, role-level access, and student data protection in mind.

Modernization Without Disruption

Add intelligence to existing systems instead of forcing a costly replacement strategy.

Make Enrollment Easier for Every Student

Students should not have to guess which classes fit their schedule, degree plan, and eligibility.

AI Class Search turns class discovery into a guided, intelligent experience that helps students search faster, enroll with confidence, and stay on track.

Ready to simplify class search in PeopleSoft Campus Solutions? Talk to an AI Class Search Specialist

Make Enrollment Easier for Every Student