The insurance workforce — distribution, claims, underwriting, operations, digital & finance; productivity, first-time-right and licensing by function, and the capacity already paid for but sitting idle.
The workforce runs at 86% productivity vs a 93% target — 7 points of already-paid capacity sitting idle, worth ~₹668 Cr of premium the existing team could underwrite & service with no new hires. The idle capacity is concentrated where digital tooling and training are still ramping; closing it converts straight to a lower expense ratio.
3 of 3 headline metrics improving vs prior · still off target: Cashless Settled < 2 Hours 87.0% vs 92.0%, Cashless Settled < 3 Hours 96.0% vs 98.0%, Digital Policy Issuance 87.0% vs 92.0%
Digital / IT / Data runs lowest at 82% with 45 open reqs and 90% licensed — the thinnest bench and the biggest idle slice.
~7 points of idle, already-paid capacity across 2,644 employees — running it services ~₹668 Cr more premium with no new hires.
The workforce is a largely fixed cost whether or not the book grows. At 86% productivity vs a 93% target, several points of already-paid capacity sit idle — the single biggest expense-ratio lever after underwriting, and it's concentrated where digital tooling (BaNCS / IRIS / LEO) and training are still ramping.
Productivity, first-time-right and licensing by function — the watch functions match the transformation map.
| Function | Headcount | Utilization | First-time-right | Avg handling | Licensed | Open reqs |
|---|---|---|---|---|---|---|
| Distribution & Sales | 820 | 86% | 94% | — | 88% | 120 |
| Claims & Health Operations | 640 | 88% | 95% | 6h | 90% | 70 |
| Operations / Policy Admin (BaNCS) | 380 | 85% | 95% | 4h | 86% | 50 |
| Underwriting & Products | 360 | 84% | 96% | 5h | 92% | 40 |
| Finance · Risk · Actuarial · Corporate | 244 | 84% | 98% | — | 93% | 20 |
| Digital / IT / Data | 200 | 82% | 97% | — | 90% | 45 |
Running the idle capacity services more premium with no new hires.
~7 points of idle, already-paid capacity across 2,644 employees. Closing it — better workflow automation, less rework, and faster training onto the digital core — converts straight to a lower expense ratio. Pair with first-time-right (95%→99%): every avoided rework is pure margin.
Same functions where digital-tooling & training programs are still ramping.
Not a coincidence: Digital / IT / Data and Underwriting & Products run lowest — the same functions where digital tooling (BaNCS / IRIS / LEO) and training are still ramping. Accelerating onboarding and workflow automation lifts productivity and first-time-right together.