Field NotesBenchmark2 min read

Human vs AI: cost per qualified lead, the real Indian numbers

We replaced four telecaller seats with one AI seat across two pilots. Here's the cost-per-qualified-lead delta and the connection-rate breakdown.

By Utsav Rana

Most AI-calling cost comparisons floating around are written by US vendors quoting US numbers — $50/hour for a human SDR, $0.10/minute for AI, dramatic delta. Useless for India. Here's the actual rupee math from two pilots we ran in Q1 2026, with redacted customer details but real numbers.

Pilot setup

  • Pilot A — EdTech startup in Bangalore, 4 telecaller seats, qualifying inbound leads from Meta + Google ads.
  • Pilot B — D2C insurance aggregator in Mumbai, 6 telecaller seats, qualifying form-fills.
  • We ran a parallel 30-day test: half the inbound volume to humans, half to one Cualify AI seat (Hindi + English). Same scripts, same CRM, same downstream funnel.

The numbers

Per qualified lead (where 'qualified' = booked demo or scheduled callback):

  • Pilot A — Human: ₹147 per qualified lead. AI: ₹38 per qualified lead. Delta: −74%.
  • Pilot B — Human: ₹164 per qualified lead. AI: ₹46 per qualified lead. Delta: −72%.

The breakdown of cost components matters more than the headline:

Human seat economics (Pilot A, monthly per seat)

  • Salary + PF: ₹28,000
  • Telephony + CRM seat: ₹3,500
  • Supervisor allocation (1:5): ₹6,000
  • Office + facilities: ₹4,500
  • Attrition + recruiting amortised: ₹2,800
  • Total per seat / month: ₹44,800

AI seat economics (Pilot A, monthly)

  • Cualify Starter plan: ₹14,999
  • Overage (consumed 2,800 minutes vs 2,000 included): ₹6,400
  • AiSensy WhatsApp credits: ₹900
  • Total: ₹22,299

Where humans still won

We're not pretending AI replaced humans wholesale. Two cases where humans clearly outperformed:

  • Senior decision-makers (50+ age bracket on the contact list). Human callers had 3x the qualification rate. AI didn't fail — it just hit the 'I want to speak to a human' opt-out faster.
  • Complex objections that needed real-time pricing flexibility. The AI politely escalated; the human closed.

Both pilots ended up running humans + AI in tandem: AI for tier-1 qualification + booking, humans for tier-2 demos and closes. That's the pattern we'd recommend by default.

What this means for your stack

If you're running 4+ telecaller seats today, the marginal saving of replacing two of them with one AI seat is roughly ₹65,000–80,000/month — and the coverage lift means your incoming-lead conversion improves before you do anything else. That's an 18-month, fully-loaded ROI of ~6x at SMB scale.

Want to run the same parallel test on your numbers? We do 30-day Pilot programs at ₹4,999 — refunded under our 15-day guarantee if it doesn't deliver against your existing baseline.