Data abundance, action scarcity
Walk into any auto component plant and you'll find meters, SCADA screens, and monthly Excel exports. Ask the plant head what to change tomorrow to save ₹50,000 this month, silence.
The gap isn't data collection. It's translation to action.
Three layers that matter
Connect, incomer, compressors, furnaces, bills in one model
Observe, SEC, MD, and non-production load baselined by shift
Prescribe, ranked actions in rupees with payback days
Analytics that stop at layer 2 are expensive wallpaper. Layer 3 is where payback lives.
Why SMEs can move faster than conglomerates
Enterprise EMS deployments take 18 months and six consultants. An SME with one incomer and three problem assets can pilot in 2–3 weeks:
Week 1: connect data
Week 2: baseline
Week 3: first prescriptions verified against meter trend
Speed is the advantage. Use it.
Start here
Pick one asset class, compressors, furnaces, or shift-start MD. Baseline it for 30 days. Issue three prescriptions. Verify on the bill.
That's the intelligence gap closing in practice, not theory.