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Education
Recruiting a student costs far more than keeping one.
Education institutions spend heavily on admissions and comparatively nothing on the early signals that predict withdrawal. We work on both ends: converting the enquiries you already generate, and identifying the students who are quietly disengaging while there is still time to act.
+29%
enrolmentEnquiry-to-enrolment conversion
−24%
withdrawalsFirst-year attrition reduction
4 min
responseFirst response to an admissions enquiry
Two thousand enquiries, four admissions officers, one intake window.
An education group generated roughly two thousand enquiries in an eight-week admissions window, handled by four officers. The arithmetic was hopeless: prospective students who called in the evening or over a weekend waited days for a response, and by then several had accepted an offer elsewhere. The institution concluded it needed more marketing.
It needed answers. A voice and messaging agent handling course, fee, eligibility and deadline questions in the enquirer's language, at any hour, with escalation to an officer for genuine counselling conversations, lifted enquiry-to-enrolment conversion by 29% on the same enquiry volume.
The second half of the work was less visible and arguably more valuable. Attendance patterns, assignment submission timing and portal engagement predict withdrawal weeks before a student tells anybody. Surfacing that to tutors while intervention is still possible cut first-year attrition by 24%. Retention economics beat recruitment economics every time.
We were about to increase our marketing budget. We increased our answer rate instead.
Six places education institutions lose students.
Ordered by the speed with which the improvement appears in enrolment or retention numbers.
Enquiry response & qualification
Answer every admissions enquiry immediately across voice, web, WhatsApp and email, with accurate course, fee, eligibility and deadline information.
Application & document processing
Transcripts, certificates and identity documents extracted and validated, with eligibility checked automatically and exceptions routed to staff.
Early withdrawal prediction
Identify disengagement from attendance, submission timing, portal activity and grade trajectory, with reason codes tutors can act on.
Student support agents
Answer routine student questions on timetables, fees, deadlines, facilities and procedures, freeing staff for pastoral and academic support.
Timetabling & resource planning
Optimise timetables, room allocation and staffing against enrolment forecasts, student preference and physical constraints.
Academic & operational analytics
Governed reporting on enrolment, progression, attainment, attendance and financial performance across departments and campuses.
What changes for an institution.
Each of these is written into the engagement as a number with an owner, a baseline and a review date.
OUTCOME 01
Conversion rises on the same enquiry volume
Responding within minutes rather than days converts more of the demand already generated, which is materially cheaper than increasing marketing spend.
OUTCOME 02
Retained students protect fee revenue
A student retained is worth the remaining years of their programme. Reducing first-year attrition by a quarter has a larger revenue effect than most recruitment campaigns.
OUTCOME 03
Staff move to work only humans can do
Routine enquiries and document processing stop consuming admissions and registry staff, who move to counselling, pastoral care and academic support.
What an education engagement delivers.
- Admissions agents across voice, web, WhatsApp and email in your languages
- Application and document processing with eligibility validation
- Withdrawal prediction with reason codes surfaced to tutors
- Student support assistant grounded in your handbook and policies
- Governed reporting on enrolment, progression, attendance and finance
- Monthly value reporting on conversion, attrition and staff hours returned
The engineering underneath.
Numbers from work already in production.
Measured against the baseline agreed with the client before the engagement started.
+29%
Enquiry-to-enrolmentSame enquiry volume, faster response
−24%
First-year attritionEarly prediction with tutor intervention
−78%
Application processing timeDocument extraction and eligibility checking
What registrars and principals ask.
- 01. Is it appropriate to use AI with prospective students?For factual questions about courses, fees, eligibility and deadlines, yes — students want accurate answers quickly. Counselling and decision-shaping conversations are escalated to your staff with full context, and the AI is disclosed.
- 02. How do you handle predictions about individual students?Carefully. Predictions are surfaced to tutors as a prompt to make contact with reason codes attached, never as an automated academic decision. No consequence for a student is ever applied by the model.
- 03. Do you replace our student information system?No. It remains the system of record and we integrate with it, adding the enquiry handling, automation and analytics layers around it.
- 04. Can you support multiple campuses and languages?Yes. Multi-campus reporting with consistent definitions is a common requirement, and our language stack covers local languages including mixed-language conversation.
Where to go next.
Measure your admissions response time. That number is your conversion ceiling.
The assessment reviews enquiry handling, application processing and attrition patterns, then quantifies the enrolment and retention value available.
