Financial Sustainability Model - Non-Profit
Last Updated: 2026-06-04
Revenue Model
1. Cost-Recovery Credits (60-70% of Operating Costs)
Pricing Transparency:
| Action | Credits | You Pay | Our Cost | Buffer |
|---|---|---|---|---|
| Basic assessment (10q) | 200 | ₹20 | ₹3 AI + ₹1 infra | +₹16 ops |
| Practice question | 50 | ₹5 | ₹1.50 AI + ₹0.50 infra | +₹3 ops |
| Detailed feedback | 100 | ₹10 | ₹4 AI + ₹1 infra | +₹5 ops |
| AI tutor (1 hour) | 2,000 | ₹200 | ₹40 AI + ₹10 infra | +₹150 ops |
| Mock interview | 1,000 | ₹100 | ₹20 AI + ₹5 infra | +₹75 ops |
| Resume review | 500 | ₹50 | ₹20 AI + ₹5 infra | +₹25 ops |
Why charge more than direct costs:
- Direct costs: 20-30%
- Platform operations: 40-50%
- Sustainability buffer: 10-15%
- Expansion fund: 10-15%
ALL SURPLUS REINVESTED: Lower AI costs, expand free tier, scholarships
2. Donations (30-40% of Funding)
Sources:
- Individual donors (HNIs, successful alumni)
- Corporate CSR (2% mandate in India)
- Foundations (Gates, Omidyar, Skoll, ACT, Azim Premji)
- Government grants (Skill India, Digital India)
- International aid (World Bank, USAID)
Tax Benefits:
- India: 80G (50% deduction)
- US: 501(c)(3) (100% deduction)
- Corporate CSR compliance
Financial Projections (24 Months)
Month 6: Break-Even
Operations:
- 10,000 recruiters
- 100,000 candidates tested
- 2,000 paying users
Revenue:
- Credits: ₹2L/month
- Donations: ₹50L (one-time seed)
Costs:
- AI/Infrastructure: ₹8L
- Team (2 people): ₹12L
- Operations: ₹4L
- Total: ₹24L
Status: Break-even ✅
Month 12: Self-Sustaining
Operations:
- 500,000 registered
- 100,000 free tier users
- 10,000 paying users
- 500 scholarship users
Revenue:
- Credits: ₹68L/month (₹8.16 crore ARR)
- Donations: ₹2 crore
Costs:
- AI/Infrastructure: ₹2.4 crore
- Team (5 people): ₹1.8 crore
- Operations: ₹1.2 crore
- Total: ₹5.4 crore
Surplus: ₹2.76 crore → Reinvested in AI optimization
Month 18: Scholarship Expansion
Operations:
- 2M registered
- 500,000 free tier
- 50,000 paying
- 5,000 scholarships
Revenue:
- Credits: ₹7.5 crore/month (₹90 crore ARR)
- Donations: ₹10 crore
Costs:
- AI/Infrastructure: ₹18 crore (20%, down from 30%)
- Team (15 people): ₹5.4 crore
- Operations: ₹2.4 crore
- Scholarships: ₹3 crore
- Total: ₹28.8 crore
Surplus: ₹61.2 crore → Scholarships, expansion, open-source
Month 24: Scale
Operations:
- 5M registered
- 2M free tier
- 100,000 paying
- 50,000 scholarships
Revenue:
- Credits: ₹20 crore/month (₹240 crore ARR)
- Enterprise: ₹14.4 crore ARR
- Donations: ₹30 crore
Costs:
- AI/Infrastructure: ₹38.2 crore (15%, optimized)
- Team (40 people): ₹12 crore
- Operations: ₹5 crore
- Scholarships: ₹25 crore
- International: ₹15 crore
- Total: ₹95.2 crore
Surplus: ₹159.2 crore → 100% reinvested
Reinvestment:
- ₹50 crore: Expand free tier (5,000 credits/month)
- ₹50 crore: Geographic expansion (10 countries)
- ₹30 crore: New verticals (marketing, design, product)
- ₹29.2 crore: 12-month operational reserve
Cost Optimization Strategy
AI Costs (Largest Variable Cost)
| Phase | Model | Cost/Question | Annual at 100K Users |
|---|---|---|---|
| Month 1-6 | Claude 3.5 Sonnet API | ₹1.50 | ₹24 crore (18%) |
| Month 6-12 | Fine-tuned Llama 3 | ₹0.60 | ₹12 crore (10%) |
| Month 12+ | Custom small models | ₹0.30 | ₹6 crore (5%) |
Goal: Reduce AI costs from 18% → 5% of revenue through optimization
Sustainability Timeline
- Month 6: Break-even (credits cover costs)
- Month 12: Self-sustaining (surplus for reinvestment)
- Month 18: Scholarship-funded (massive free access)
- Month 24: Reserve fund (12-month buffer for resilience)
- Year 3+: 60% costs covered by credits, 40% by donations (sustainable forever)
Transparency Commitments
Public Annual Reports:
- Every rupee accounted for
- Donation sources and uses
- Operational surplus allocation
- Impact metrics (not revenue metrics)
Real-Time Dashboard:
- Live donation counter
- Users served (free vs paid)
- Scholarship recipients
- Verified salary increases