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Use Case : EDUCATION

AI-Powered
Admissions & Enrollment Automation

Streamline prospect inquiry, application intake, document capture, completeness checks, eligibility, enrollment forecasting and admissions review from first contact through offer and orientation.

Business challenge

Admissions Teams Spend Significant Time Consolidating Applicant Evidence and Policy Checks

Admissions workflows span inquiry handling, forms, transcripts, test results, eligibility policies, program capacity and applicant communications. Manual hand-offs and repetitive status responses consume advisor time, while incomplete documents and inconsistent follow-up can delay decisions and reduce applicant engagement.

Common challenges include:

  • Inquiry and application volume:Applicant questions and new applications need a consistent path into the admissions workflow.
  • Document collection and verification: Transcripts, test scores and other application materials must be captured and checked for completeness.
  • Eligibility-rule checks: Admission requirements need to be applied consistently against the applicant record.
  • Capacity awareness: Program capacity needs to be considered alongside the applicant pipeline and enrollment forecast.
  • Advisor preparation effort: Admissions teams need a concise applicant view before review, decision and offer preparation.

AI-Assisted Admissions Orchestration with IDP, Policy Rules and Advisor Review

The workflow captures inquiry and application data, extracts supporting documents, validates completeness and eligibility, forecasts program demand and generates a concise applicant summary for admissions review. Approved outcomes trigger offer, orientation or follow-up workflows through SIS and CRM systems.

The solution uses:

  • Applicant inquiry intake: Bring Capture prospective-student requests and establish the initial applicant context.
  • Application document capture: Collect and organize transcripts, test scores and supporting application materials.
  • Verification and completeness checks: Apply rules to confirm that required information is present and meets defined application requirements.
  • Enrollment forecasting: Use applicant and program context to refresh the enrollment view for the admissions team.
  • AI-generated applicant summary: Present application, verification and inquiry context in a concise admissions-ready brief.
  • Admissions review: Keep applicant assessment and final admissions judgment with the admissions team.
  • Offer and orientation workflow: Route the confirmed decision into the SIS / CRM process for offer, onboarding and orientation steps.

Smarter invoice processing solution

Quantified Evidence for AI-Assisted Admissions

Results

260+ hrs/mo staff time saved

A higher-education digital assistant saved more than 260 employee hours per month.

>5% prospect-to-applicant conversion lift

One university increased prospect-to-applicant conversion by more than 5% after deploying a digital assistant.

40% first-time resolution improvement

A university AI assistant improved first-time resolution of student inquiries by 40%.

From Application Administration to
Exception-Led Enrollment

Admissions staff move away from repetitive document checking and routine status responses toward complex applicant support, conversion and exception handling. Digital assistants and workflow automation keep the applicant journey active outside office hours while preserving human review for admissions decisions.

    The workflow

    How AI-Powered Admissions & Enrollment Automation Works

    The workflow connects inquiry intake, application-document capture, verification, enrollment forecasting, AI-assisted applicant summarization, admissions review and offer/orientation execution.

    01 INQUIRE

    Applicant Inquiry Intake

    A prospective-student inquiry enters the admissions workflow and the applicant context is established.

    • Inquiry details
    • Applicant profile or lead context
    • Program of interest where available

    Technology / System: CRM / Portal Inquiry Intake

    02 CAPTURE

    Application Document Capture

    Application forms and supporting documents are collected and organized for review.

    • Application form
    • Transcripts
    • Test scores and supporting records

    Technology / System: IDP / Application Documents

    03 VERIFY

    Verification & Completeness Check

    Rules assess whether required application information is present and aligned with defined requirements.

    • Document completeness
    • Eligibility conditions
    • Application consistency checks

    Technology / System: Rules / Completeness + Eligibility

    04 FORECAST

    Enrollment Forecasting

    The current applicant pipeline is considered alongside program capacity to refresh the enrollment view.

    • Applicant pipeline
    • Program capacity
    • Relevant enrollment context

    Technology / System: Enrollment Forecasting

    05 SUMMARIZE

    GenAI Applicant Summary

    Generative AI prepares a concise summary of the applicant, inquiry history and verification results for admissions review.

    • Applicant profile summary
    • Document and eligibility status
    • Key inquiry and program context

    Technology / System: GenAI Applicant Summary

    06 REVIEW

    Admissions Review

    The admissions team reviews the applicant record and confirms the appropriate decision or next action.

    • Approve, reject or refer
    • Request additional information
    • Confirm program or admissions action

    Technology / System: Admissions Review / Human Decision

    07 ENROLL

    Offer / Orientation Workflow

    The confirmed admissions outcome is routed through the SIS / CRM workflow for offer and orientation steps.

    • Offer or decision update
    • Applicant notification
    • Orientation / enrollment workflow status

    Technology / System: SIS / CRM / Communications