The mill & garment workforce — capacity utilization, right-first-time and skilling by cluster, and the capacity already paid for but sitting idle.
The workforce runs at 90% capacity utilization vs a 93% target — 3 points of already-paid capacity sitting idle, worth ~₹297 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: Right-First-Time Quality 96.2% vs 99.0%, Machine Uptime / OEE 88.5% vs 92.0%, On-Time Delivery (OTIF) 94.5% vs 98.0%
Corporate / R&D runs lowest at 82% utilization with 60 open reqs and 92% skilled — the thinnest bench and the biggest idle slice.
~3 points of idle, already-paid capacity across 25,800 operators — running it adds ~₹297 Cr of throughput with no new lines.
The workforce is a largely fixed cost whether or not the lines run full. At 90% 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 Industry-4.0 automation 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 |
|---|---|---|---|---|---|---|
| Gujarat (mfg hub) | 14,800 | 90% | 96% | 6.6h | 88% | 240 |
| Rest of India | 5,200 | 92% | 95% | 7.4h | 82% | 360 |
| South India | 2,600 | 91% | 95% | 7.1h | 84% | 180 |
| Corporate / R&D | 1,600 | 82% | 98% | — | 92% | 60 |
| North India | 900 | 86% | 93% | 7.8h | 80% | 40 |
| Export desks (commercial) | 700 | 84% | 97% | — | 90% | 24 |
Running the idle capacity adds throughput with zero new lines.
~3 points of idle, already-paid capacity across 25,800 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: Corporate / R&D and Export desks (commercial) run lowest — the same clusters where Industry-4.0 automation and operator skilling are still ramping. Accelerating skilling and line balancing lifts utilization and right-first-time together.