An admissions desk that answers in seconds, accreditation evidence that assembles itself, and faculty time returned to teaching.
Admissions agents, learning copilots and administrative workflow automation.
An institution's admissions cycle is a sales funnel that nobody is allowed to call one. Enquiries arrive from campaigns, portals, walk-ins, alumni referrals and consultants, land in a shared WhatsApp number and a counsellor's phone, and are worked from memory. The funnel becomes visible in the last three weeks before the cut-off date, which is exactly when it is too late to change anything.
The rest of the year, the load moves to administration. Attendance, internal marks, circulars, letters, course-outcome mapping and the standing evidence requirement of NAAC, NBA and the regulator sit on the same faculty who are meant to be teaching. Most of that work is retrieval and assembly — the two things a well-scoped system is genuinely good at.
We treat student-facing work with more care than commercial funnels. Applicants are often minors, the data is family financial data as much as academic data, and evaluation is a place where a model belongs nowhere near the final mark. Assist the counsellor, assist the faculty member, and keep the decision with the institution.
Named the way your operators name them, not the way a vendor deck names them. If none of these land, we are the wrong partner for this problem.
A prospective student who asks about a programme at nine at night is comparing four institutions by morning. Counsellors are asleep, the enquiry sits on a WhatsApp number, and speed of first response quietly decides the admission.
Course files, attendance records, outcome mapping, feedback forms and activity reports live across departments and drives. Assembling them into a submission consumes weeks of senior faculty time every cycle.
Marks entry, attendance reconciliation, circular drafting, letters, mapping course outcomes to programme outcomes. None of it requires a subject expert, and all of it lands on one.
Fees, examination rules, scholarship eligibility, hostel and transport policy — the same question gets three answers from three offices, and the escalation reaches the principal's desk.
Ordered the way we would sequence them in a education engagement. Each one links to the capability behind it.
Replies in the applicant's language across WhatsApp, the website and phone, answers programme, eligibility and fee questions from your approved content, qualifies the enquiry and books a counsellor slot — then writes it into the admissions CRM.
Automated follow-up sequences per stage, with every touch logged, and a funnel view from source to enquiry to application to fee payment that is current at nine every morning rather than at the cut-off date.
Answers drawn only from the current handbook, circulars, fee schedule and examination regulations, with the clause cited. When the rule changes, the document changes and the answer changes with it.
Course files, attendance, results, feedback and activity records pulled from the SIS, LMS and examination systems into the structure your accreditation body asks for, with the gaps listed while there is still time to close them.
Question banks aligned to course outcomes, rubric drafts, lab sheets and lesson plans generated from your own syllabus and previous papers. The faculty member edits and owns the output.
Search and social spend attributed through to fee payment rather than to form fills, so the branch, programme and creative that actually produce admissions get the budget next cycle.
Read-only to begin with, write access only where a workflow needs it, and every integration documented before it goes near production.
These are targets and mechanisms, not results borrowed from somebody else’s project. We baseline each one on your data in the first fortnight, and report against that baseline monthly.
Minutes, at midnight and on a Sunday, not just during counselling hours. This is the single number that moves admissions funnels most reliably.
Measured by source and by programme, so spend can be moved to what converts rather than to what generates volume.
Attributed through to fee payment. Form fills are an input, not a result.
Baselined by a simple time study before the build, remeasured after. If the hours do not come back, the automation is decoration.
A large share of applicants are under eighteen. That brings a verifiable parental consent obligation and a bar on behavioural tracking and targeted advertising directed at children, which shapes what an admissions funnel is allowed to do.
Marks, attendance and eligibility decisions stay with the institution's staff. Assistive drafting and assembly are fine; automated evaluation without human moderation is not something we will build.
Records produced for UGC, AICTE, NAAC or NBA purposes need provenance and an approval trail. Anything a system assembles must be traceable to the underlying record it came from.
Face-based attendance is common and is also biometric processing of students, many of them minors. Where it is already in place we help tighten retention, access and consent; where it is not, we look for an option that does not create the liability.
This is how we scope and build, not legal advice. Your compliance, risk and legal teams stay the authority on what applies to your organisation, and we work to their reading of it.
Take one admissions cycle for one programme and put an enquiry agent in front of it, wired to the CRM your counsellors already use. It runs for a season alongside the current desk, and the comparison is first response time and enquiry-to-application conversion against the same programme last year. Small surface, honest measurement, and the funnel data it produces makes the next cycle's spend decisions much easier.
We sit with your operators, map the workflows, and score every candidate use case on value, data readiness and risk. You leave with a ranked backlog and a cost model.
We build the single highest-value agent against your real data and measure it against the humans doing that job today. If the number is not there, we say so.
Describe how education works in your organisation — the systems, the constraints, the part that goes wrong every week. We will tell you whether it is worth automating and what the first project would cost.