ChatDeskOps / Provider economics
Section 06An illustration at 30 seats
Built on Chennai and tier-two metro salary bands as at Q3 2026, at an indicative INR 95 to the US dollar. Nothing here is a forecast or a commitment.
| Line | Monthly (INR) | Note |
|---|---|---|
| Revenue — 30 seats at USD 1,000 | 28,50,000 | USD 30,000 at INR 95 |
| Support agents — 30 at INR 26,000 | 7,80,000 | Includes night-shift allowance |
| Management overlay — 6.5 roles | 3,45,000 | Per the seat mix |
| Statutory contributions and benefits at 14% | 1,57,500 | PF, ESI, gratuity provision, insurance |
| Facility and 24/7 transport — 30 seats | 2,10,000 | Rent, power, night transport, security, catering, workstation amortisation |
| Quality tooling and platform access | 60,000 | Monitoring, screen capture, reporting |
| Redundant connectivity and disaster recovery | 50,000 | Two ISPs, failover link |
| Compliance, audit and background checks amortised | 30,000 | Data protection, annual audit, screening |
| Administration and overhead at 8% of people cost | 90,000 | Finance, HR, IT support |
| Indicative monthly contribution | 11,27,500 | 39.6% of revenue |
- Contribution margin
- 39.6%at 30 seats on the stated assumptions
- Per seat, per month
- ₹37,583after all direct and allocated cost
- Break-even
- Month 3on the illustrative twelve-month view
- Day-zero
- ₹19.1Lapproximately USD 20,100, mostly reusable
The three lines that decide this model
| Line | Share of cost | What it is sensitive to |
|---|---|---|
| Agent salary and statutory cost | ~54% | Night-shift allowance, written-English premium, local competition for non-voice talent |
| Management overlay | ~20% | Night-cover team leadership and the workforce-management analyst — neither is optional |
| Facility and 24/7 transport | ~12% | Night transport, security, catering, statutory obligations for night shift |
How the economics move with scale
The curve flattens after thirty seats. The night-shift facility cost is largely fixed per site rather than per seat, so it does not scale away — which is why sixty seats earns only about two points more than thirty.
| Seats | Revenue (INR) | Cost (INR) | Contribution | Margin | Per seat |
|---|---|---|---|---|---|
| 12 | 11,40,000 | 7,80,700 | 3,59,300 | 31.5% | 29,942 |
| 30 | 28,50,000 | 17,22,500 | 11,27,500 | 39.6% | 37,583 |
| 60 | 57,00,000 | 33,41,120 | 23,58,880 | 41.4% | 39,315 |
Day-zero investment
| Item | Indicative INR | Recoverable? |
|---|---|---|
| Workstations, dual monitors and peripherals — 30 | 9,60,000 | Asset, reusable |
| Bay fit-out, access control and endpoint lockdown | 3,50,000 | Asset, reusable |
| 24/7 facility readiness — transport contracts, security, catering setup | 2,00,000 | Partly reusable across night-shift work |
| Quality and monitoring tooling setup | 1,50,000 | Reusable |
| Recruitment, certification and bench training | 2,50,000 | Partially recovered through retention |
| Total day-zero | 19,10,000 | Approx. USD 20,100 |
What moves the number against you
Attrition in the overnight band
The hardest seats to fill and the ones where a vacancy converts straight into an uncovered hour. Six weeks of ramp per replacement, none of it billable.
Coverage credits
Capped at five per cent of the invoice, which on a 39.6% margin is more than an eighth of the contribution for that month.
Under-resourcing the roster function
Skipping the workforce-management analyst saves one salary and reliably costs more than one salary in credits and overtime.
Pushing concurrency early
Quality falls before speed does, and the composite is weighted so that the trade never pays. Recovery takes a quarter.
Night transport and facility inflation
Twelve per cent of the cost base, largely fixed per site, and exposed to fuel and security contract pricing.
Rupee appreciation
Revenue in dollars, cost in rupees, no indexation. Price your cost sheet at a rate you would still be comfortable with.
Next step
The margin here is good, and it is earned in the roster.
A partner who staffs coverage properly makes 39.6%. A partner who thins the overnight band makes credits.
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