The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Admission enquiry follow-up that never goes cold.
Education & EdTech
Admission enquiry follow-up that never goes cold
Most institutes lose more revenue at the top of the funnel than anywhere else. A captured enquiry still needs working: a reminder to the parent, a nudge to the counsellor, a call booked, a follow-up after a campus visit. When this depends on someone remembering, warm leads quietly die and a paying student goes to a nearer school. For a coaching chain the scholarship or admission test, and the free demo class, is the main lead funnel: a student who sits the test or attends a demo is far more likely to enrol. Yet the registrant list, the scores and the follow-up status live in a spreadsheet and a counsellor's head, so the warmest leads the institute has are not worked systematically. Fees are the whole business and fee follow-up is the most common leak. Fees come in instalments, on plans, with concessions and scholarships, across batches, courses and branches, and who has paid, who is overdue and who is on which plan is tracked on a register and one person's memory. A slipped instalment surfaces at month-end, by which time the cash is a quarter late. An EdTech or online-course business lives on renewals.
Who has it
Every segment, in three forms. Schools and K-12 chains and Colleges and universities run annual-cycle and counselling-round enquiry follow-up plus instalment-fee follow-up; Coaching and test-prep institutes run the demo and scholarship-test funnel, the single biggest conversion lever a coaching chain has; and EdTech and online-course platforms run renewal and win-back on lapsing learners. The campus fee ledger, the admission funnel and the recurring-revenue retention motion all sit here.
What we build
Timed, rules-based follow-up over WhatsApp and email on the institute's own enquiry history: the parent gets the right nudge at the right moment, the counsellor gets a chase-list ranked by how warm and how recent the lead is, and a campus visit or counselling call is booked into a calendar. Every message and offer is reviewable and signed by a person. One tracked list of every test registrant and demo attendee, with their score, batch interest and follow-up status, and a follow-up engine that chases the warm ones on its own: a reminder before the test, a result-with-next-step after, a demo-attended nudge with an offer the counsellor approves. The single biggest conversion lever a coaching chain has, run as a system instead of a memory. A fee ledger that knows exactly who has paid, who is on which instalment plan, and who is overdue, per student, per batch, per branch. Overdue fees trigger polite, automatic WhatsApp and SMS reminders, ranked so the largest pending amounts get chased first, with a daily view of collected, pending and coming-due. Every waiver, concession and refund routes to a named person for approval.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for Admission enquiry follow-up that never goes cold; it never owns the number, the approval, the promise or the decision.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
No enquiry slips through; warm leads can no longer quietly go cold; the counsellor works a ranked chase-list instead of a memory, fees are chased before they slip to month-end, and the warmest leads the institute has are finally worked as a system.
Illustrative outcome
Admission conversions up by roughly a fifth for an institute whose enquiries were scattering and going cold, read from the institute's own enquiry-to-admission record. A meaningfully higher share of test and demo attendees converted to paid admissions, contributing to the admission-conversion lift seen for a coaching chain. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
Book a free 60-minute call, then a free Blueprint on the institute's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
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