The plant & shop-floor workforce — capacity utilization, right-first-time and skilling by cluster, and the capacity already paid for but sitting idle.
The workforce runs at 84% capacity utilization vs a 93% target — 9 points of already-paid capacity sitting idle, worth ~₹800 Cr of throughput with zero new lines. The idle capacity is concentrated where automation and skilling are still ramping; closing it converts straight to margin.
3 of 3 headline metrics improving vs prior · still off target: Lab First-Pass / Quality Right-First-Time % 96.0% vs 99.0%, Plant Uptime / Capacity Utilization 84.0% vs 92.0%, On-Time-In-Full (OTIF) Dispatch 94.5% vs 98.0%
Manufacturing — Maharashtra & other plants runs lowest at 82% utilization with 50 open reqs and 82% skilled — the thinnest bench and the biggest idle slice.
~9 points of idle, already-paid capacity across 3,500 operators — running it adds ~₹800 Cr of throughput with no new lines.
The workforce is a largely fixed cost whether or not the lines run full. At 84% capacity utilization vs a 93% target, several points of already-paid capacity sit idle — the single biggest operational lever after pricing, and it's concentrated where plant automation (SAP/SCADA) and skilling are still ramping.
Capacity utilization, right-first-time and skilling by cluster — the watch clusters match the transformation map.
| Plant cluster | Operators | Capacity util | Right-first-time | MTTR | Skilled | Open reqs |
|---|---|---|---|---|---|---|
| Manufacturing — Umbergaon & Gujarat plants | 1,500 | 84% | 96% | 6h | 84% | 90 |
| Sales, Distribution & Modern Trade | 700 | 84% | 97% | — | 86% | 60 |
| Manufacturing — Maharashtra & other plants | 500 | 82% | 95% | 6.4h | 82% | 50 |
| Quality, Food-Safety & Lab (LIMS) | 300 | 88% | 98% | — | 92% | 40 |
| Corporate / R&D / Supply Chain | 300 | 84% | 98% | — | 90% | 25 |
| Exports & International | 200 | 85% | 97% | — | 88% | 20 |
Running the idle capacity adds throughput with zero new lines.
~9 points of idle, already-paid capacity across 3,500 operators. Closing it — better line balancing, less rework, and faster skilling onto automated lines — converts straight to margin. Pair with right-first-time (96%→99%): every avoided rework lot is pure profit.
Same clusters where automation & skilling programs are still ramping.
Not a coincidence: Manufacturing — Maharashtra & other plants and Manufacturing — Umbergaon & Gujarat plants run lowest — the same clusters where plant automation (SAP/SCADA) and operator skilling are still ramping. Accelerating skilling and line balancing lifts utilization and right-first-time together.