VValvoline CumminsExecutive Cockpit

Data Health & Lineage

Can you trust the number, and how current is it? Every governed domain's source system (SAP / ERP, Ambernath plant / blending MES, distributor-management system, mechanic-loyalty app, ICRA / MCA filings), owner, freshness against SLA, record count and data grain — so a decision knows what it's standing on.

Valvoline Cummins Private Limited · FY25 (Apr'24–Mar'25, audited)
Leading MNC / private aftermarket lubricants brand in India — single-digit share, premiumising
500 employees · 1 plant + regional DCs · 6 export markets
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10/12
Sources fresh
within SLA
1
Stale
past cadence
1
Late (SLA breach)
needs attention
120,319
Records governed
across domains
Ingestion heartbeat

Source freshness & lineage

Grain tells you how bankable a domain is (Actuals = site-grain SAP ledger; Allocated/Region-only = estimated while the cutover completes). Status flags anything past its SLA.

DomainSource systemOwnerLast syncCadenceSLAStatusRecordsGrainNote
External signals — ICRA / MCAICRA / MCA filings adapterStrategy2026-06-15 06:00Daily24hLate5ActualsRating rationales + MCA/Tofler filings; last poll missed SLA.
Mechanic-Loyalty AppMechanic-loyalty app adapterRevOps · Sales & Distribution2026-06-16 21:00Daily24hStale55,000Region-onlyMechanic engagement / redemptions; partial integration (open blocker).
General Ledger / P&LSAP / ERP (core)Controller (VP-Finance)2026-06-17 04:10Nightly24hFresh1,600ActualsCore segments on the common ledger.
Accounts ReceivableSAP / ERP ARTreasury2026-06-17 04:12Nightly24hFresh40ActualsOpen-invoice level; drives DSO & collections.
Distributor Management (DMS)Distributor Mgmt System (DMS)Sales & Distribution2026-06-17 03:40Daily24hFresh60,000AllocatedSecondary sales, schemes, ~450 distributors → 55-60k retailers.
Ambernath Plant / Blending MESPlant MES + blending automationManufacturing2026-06-17 02:30Hourly4hFresh240AllocatedBlend/fill throughput, first-pass quality, utilization, tank-farm levels.
CRM / AccountsVCPL CRM + legacyRevOps2026-06-17 03:50Hourly4hFresh2,000AllocatedEntity resolution applied; some industrial lines pre-migration.
E-commerce / MarketplacesAmazon / Moglix / IndiaMART feedDigital Commerce2026-06-17 04:00Nightly24hFresh900ActualsMarketplace sell-through & settlement — thin but growing channel.
HR / WorkforceHRMSCHRO2026-06-17 04:00Nightly24hFresh500ActualsWorkforce, skilling, utilization across the plant & functions.
External signals — NewsNews adapter (RSS/API)Strategy2026-06-17 05:01Streaming2hFresh6ActualsWatchlist: base-oil / crude, USD-INR, synthetic mix, BS6/DEF, competitors.
Treasury / CashBank feeds + treasury portalTreasury2026-06-17 04:05Nightly24hFresh4ActualsCash, liquid investments & minor leases — net-cash position.
Base-oil price indicesBase-oil / crude price index adapterProcurement2026-06-17 05:09Daily24hFresh24ActualsGroup I/II/III base-oil & crude benchmarks + USD-INR for the cost model.
Read this: the Mechanic-Loyalty App feed is stale (only partially integrated — the loyalty app lacks a full adapter for automated redemption reconciliation, an open blocker in Integration & Programs 360) and the ICRA / MCA filings poll is late. Everything else is within SLA. Figures are modeled; this panel simulates the ingestion heartbeat the live adapters would write.
14
Identities tested
governed tie-outs
11
Tie out (≈0)
components = total
3
Flagged
residual over tolerance
₹4,610 Cr
Max residual
largest break
Do the numbers tie out?

Reconciliation tests

Each governed metric must equal the sum of its components (residual ≈ 0). Run live on the dataset — the flags are the known modelling gaps, not silent errors.

GroupIdentityComponents vs totalResidualStatus
Revenue roll-upRevenue = Σ segmentsΣ segment revenue = total revenue₹2,361 Cr vs ₹2,361 Cr₹0 Cr✓ ties
Revenue roll-upRevenue = Σ geographiesΣ geography revenue = total revenue₹2,361 Cr vs ₹2,361 Cr₹0 Cr✓ ties
Revenue roll-upRevenue = Σ end-marketsΣ end-market revenue = total revenue₹2,361 Cr vs ₹2,361 Cr₹0 Cr✓ ties
Revenue roll-upRevenue = Σ sitesΣ site revenue = total revenue₹2,361 Cr vs ₹2,361 Cr₹0 Cr✓ ties
ProfitEBITDA QoE bridgeReported + add-backs = Adjusted EBITDA₹281 Cr vs ₹281 Cr₹0 Cr✓ ties
ProfitRun-rate normalization ladderReported + add-backs + unbanked + annualize − leakage = Run-rate₹293 Cr vs ₹293 Cr₹0 Cr✓ ties
Premium & syntheticPremium & synthetic revenue bridgeBeg + New + Expansion − Contraction − Churn = Ending₹780 Cr vs ₹780 Cr₹0 Cr✓ ties
Premium & syntheticPremium & synthetic = product-line bookbridge close = Σ premium & synthetic product-line revenue₹780 Cr vs ₹780 Cr₹0 Cr✓ ties
Capital / valueEV → shareholder-value bridgeNotional EV + net cash − adjustments = shareholder value to parents₹6,915 Cr vs ₹2,305 Cr₹4,610 Cr⚠ flag
Capital / valueLeverage = Net debt / EBITDAcurrent leverage = end debt ÷ LTM EBITDA0.00x vs 0.05x-0.053⚠ flag
CashAR = DSO-implied receivablesΣ AR aging ≈ revenue × DSO ÷ 365₹246 Cr vs ₹246 Cr₹0 Cr✓ ties
Growth initiativesInitiative pricing identitycapex = multiple × revenue × EBITDA% (worst of 7 initiatives)max residual ₹0 Cr across 7 initiatives₹0 Cr✓ ties
Cross-grain (flags)Plant assets = Σ site assetsasset metric = Σ site.devices240 vs 2319✓ ties
Cross-grain (flags)Premium & synthetic = Σ siteproduct-line revenue = Σ site.arr₹780 Cr vs ₹850 Cr₹-70 Cr⚠ flag
Read this: 11 of 14 governed identities tie out to the rupee. The remaining flag is intentional — a known modelling gap, not a silent error: the site-grain premium & synthetic revenue is a representative per-site footprint, so it doesn't fully foot to the product-line book. The harness catches it rather than hiding it — exactly what a CFO/auditor wants to see.