AI for coaching — your branded AI Mentor.

The coaching reality

Top human mentors are scarce, expensive, and rationed to the toppers. The bottom 60% of every batch — the kids who actually need the help — get a recorded lecture and a textbook. AI Professor™ flips that: every student in the batch gets the equivalent of a top mentor, in their language, available at any hour.

What coaching institutes get

• Branded AI Mentor — your name, your design, your domain.
• Adaptive question banks — calibrated to JEE/NEET/UPSC patterns.
• Diagnostic + plan — every student gets a personalised weekly schedule.
• Voice mode — formula revision while commuting.
• Parent reports — weekly Hindi/English summaries automatically.
• Faculty dashboard — batch-level weakness heatmaps.
• Anti-cheating — auditable timing and integrity signals.

The business case

For a 1,000-student coaching centre, AI Professor™ costs ~₹4.4 lakh/year. A single senior-faculty hire costs 5–10× that and reaches a fraction of the batch. The unit economics aren't close.