How a JEE coaching institute converted 28% more admissions with an AI enquiry system

The challenge

A JEE and NEET coaching institute in Pune received over 3,000 enquiries in a single admission season through WhatsApp, Instagram DMs, website forms, phone calls, and walk-ins. Counsellors were manually copying enquiry details into spreadsheets, assigning follow-ups verbally, and tracking outcomes in personal notebooks. During peak weeks, more than 40% of enquiries went without a response within 24 hours — students who had contacted two or three institutes simultaneously simply enrolled elsewhere. The institute had no way to measure which source was generating the most admissions or which counsellor was converting the most leads.

What we built

We built a multi-channel admissions CRM that pulls every enquiry — regardless of source — into a single lead dashboard. An AI assistant on WhatsApp handles the first response instantly, qualifies the student with a short conversational flow (course interest, target year, city, previous coaching), and books a counsellor call automatically for high-intent leads. Counsellors work from a prioritised queue with full context on each student. Automated follow-up sequences re-engage leads that go cold after 3, 7, and 14 days. The principal dashboard tracks enquiry volume, source breakdown, stage-by-stage conversion, and per-counsellor performance updated in real time.

The outcome

• ✓First response time reduced from an average of 6 hours to under 30 seconds
• ✓28% increase in admission conversions compared to the same season the previous year
• ✓Counsellor workload reduced by 60% — AI handled initial qualification for all inbound leads
• ✓Zero untracked enquiries — every lead from every channel is logged automatically
• ✓Institute could identify for the first time which source (Instagram vs. website vs. walk-in) produced the most enrolments