Valvoline Cummins' real footprint — the sole Ambernath plant + regional DCs, geography hierarchy, brands, and the SAP/ERP data-grain reality (which nodes report actuals vs region-level).
The plant & DCs on SAP / ERP post transactions at node level; newer distributor / export nodes still record at area/region. The view labels each so actuals are never confused with estimates.
Plant & DCs on SAP / ERP — every transaction booked at node grain. Trust as-is.
Migrating DCs & export desks — some postings still land at area level; allocation disaggregates them to node using installed assets, headcount and dispatch counts.
Newer distributor nodes — recorded only at region/area on legacy systems. The node figure is a modeled estimate until cutover.
1 · Resolve the node. Match legacy node IDs, brand names and addresses (Ambernath plant = Unit 1301 = Maharashtra) into one golden node record — you can't roll up what you can't match.
2 · Tag the grain. Every transaction carries its recording level (node / area / region) and a confidence score, so the view shows actuals vs estimates instead of pretending they're the same.
3 · Disaggregate. For area-level postings, a driver model splits the total to nodes by installed assets, headcount, dispatch counts and payroll — weights learned from on-SAP nodes where both grains exist during cutover.
4 · Reconcile & learn. Allocated node sums must tie back to the area total; anomalies and duplicate distributor / customer records get flagged. As each node migrates to SAP, estimates flip to actuals — coverage is now 91% and rising.
Bubble size = revenue; color = operational health. Hover any node for detail and its brand.
Manufacturing & distribution geographies across Valvoline Cummins' footprint.
Brand in parentheses where a scaled engine operates the node.
Bar color = data grain: green actuals · amber allocated · red region-only.
The node-level view — including which newer distributor / export nodes still report at region level.
| Plant / DC | State | Geography | Brand | Revenue | Node-grain | Recording |
|---|---|---|---|---|---|---|
| Ambernath Plant & West DC (Maharashtra) | MH | West India | Ambernath Blending Plant | ₹560 Cr | 98% | Actuals |
| Gurugram / North DC (HQ)HQ | HR | North India | Retail Automotive (All Fleet / SynPower / MaxLife) | ₹500 Cr | 95% | Actuals |
| Chennai / South DC | TN | South India | Premium Blue (Cummins OEM) | ₹430 Cr | 93% | Actuals |
| Kolkata / East DC | WB | East India | Champ 4T (two-wheeler) | ₹320 Cr | 82% | Allocated |
| Ahmedabad / West-2 DC | GJ | West India | Ultramax (industrial) | ₹300 Cr | 85% | Allocated |
| Bengaluru / South-2 DC | KA | South India | Coolants, DEF & Specialties | ₹251 Cr | 83% | Allocated |