SSKFExecutive Cockpit

Data Health & Lineage

Can you trust the number, and how current is it? Every governed domain's source system (SAP S/4, plant MES / WCM, the condition-monitoring cloud, the distributor portal, Nasdaq filings, the separation PMO), owner, freshness against SLA, record count and data grain — so a decision knows what it's standing on.

AB SKF (SKF Group) · FY2025 (Jan–Dec 2025, audited anchor)
World's largest bearing maker today — clear #1 in industrial bearings
37,271 employees · 90+ sites · 130 countries
🌐 Enterprise 360 modules· on Data HealthBrowse all 31 views ▾
10/12
Sources fresh
within SLA
1
Stale
past cadence
1
Late (SLA breach)
needs attention
554,523
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 — NewsNews adapter (RSS/API)Strategy2026-07-15 06:00Streaming2hLate8ActualsWatchlist: NSK–NTN merger, tariffs, China recovery, aerospace ramp, humanoids; last poll missed SLA.
Vertevo Stand-alone ERPVertevo ERP instanceSeparation PMO2026-07-16 21:00Nightly24hStale8,200AllocatedCutover in flight — Q3 2026 dry-run of fully separate reporting (open blocker).
General Ledger / Group P&LSAP S/4 (group ERP)Group Controller2026-07-17 04:10Nightly24hFresh21,500ActualsGroup ledger + restated 3-segment reporting (live Q1 2026).
Accounts ReceivableSAP S/4 ARTreasury2026-07-17 04:12Nightly24hFresh42,000ActualsOpen-invoice level; drives DSO 65 & collections.
Distributor Orders / EDIDistributor portal & EDIJoakim Landholm (Commercial)2026-07-17 03:40Hourly4hFresh260,000Allocated~17,000 locations; the aftermarket order heartbeat.
Plant MES / WCM TelemetryPlant MES + line telemetryManufacturing · Operations2026-07-17 02:30Hourly4hFresh12,500AllocatedOEE, energy intensity & takt across ~90 factory/logistics sites.
Condition-Monitoring Cloud@ptitude Observer / IMx / AxiosAnnika Ölme (Technology)2026-07-17 05:00Streaming2hFresh125,000ActualsCustomer + own-plant installed base (e.g. LKAB mining deployment).
CRM / Customer MasterRegional CRM + MDMRevOps2026-07-17 03:50Hourly4hFresh48,000AllocatedGolden-record resolution across SAP / EDI / Vertevo ERP fragments.
Nasdaq Filings & IRNasdaq / press adapterSophie Arnius (IR)2026-07-17 06:00Daily24hFresh8ActualsListed-co disclosures incl. the separation milestones & AGM resolutions.
Separation PMO TrackerPMO tracker + state.dbSeparation PMO2026-07-17 05:09On change24hFresh24ActualsCarve-out workstreams, blockers & the listing-readiness score.
FX & Commodity FeedsUSD/EUR/CNY vs SEK + steel indicesTreasury2026-07-17 05:05Streaming2hFresh12ActualsCurrency was −6.6% on FY2025 sales; steel & energy cost curves watched.
HR / WorkforceHRMSAnn-Sofie Zaks (People)2026-07-17 04:00Nightly24hFresh37,271ActualsWorkforce, skills & the separation people-transfers.
Read this: the Vertevo Stand-alone ERP feed is stale (cutover in flight — Q3 2026 dry-run of fully separate reporting; see Carve-out & Programs 360) and the External Signals — News 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
13
Tie out (≈0)
components = total
1
Flagged
residual over tolerance
SEK 3.1 bn
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-upNet sales = Σ segmentsΣ segment net sales = total net salesSEK 91.6 bn vs SEK 91.6 bnSEK 0 M✓ ties
Revenue roll-upNet sales = Σ regionsΣ region net sales = total net salesSEK 91.6 bn vs SEK 91.6 bnSEK 0 M✓ ties
Revenue roll-upNet sales = Σ end-marketsΣ end-market net sales = total net salesSEK 91.6 bn vs SEK 91.6 bnSEK 0 M✓ ties
Revenue roll-upNet sales = Σ sitesΣ site net sales = total net salesSEK 91.6 bn vs SEK 91.6 bnSEK 0 M✓ ties
ProfitReported → adjusted operating profitReported operating profit + IAC = Adjusted operating profitSEK 11.7 bn vs SEK 11.7 bnSEK 0 M✓ ties
ProfitAdjusted-EBITDA run-rate ladderReported EBITDA + IAC + normalization = Run-rate EBITDASEK 16.3 bn vs SEK 16.3 bnSEK 0 M✓ ties
Aftermarket & servicesAftermarket & services bridgeBeg + volume + wins − churn − currency = EndingSEK 33.5 bn vs SEK 33.5 bnSEK 0 M✓ ties
Aftermarket & servicesAftermarket = Σ service-line bookbridge close = Σ service-line revenueSEK 33.5 bn vs SEK 33.5 bnSEK 0 M✓ ties
Capital / valueEV / market-cap bridgeEV − net debt − anchor stake = free-float valueSEK 100.1 bn vs SEK 100.1 bnSEK 0 M✓ ties
Capital / valueLeverage = Net debt / Adj EBITDAcurrent leverage = end net debt ÷ adjusted EBITDA1.00x vs 1.01x-0.012✓ ties
CashAR = DSO-implied receivablesΣ AR aging ≈ net sales × DSO ÷ 365SEK 16.3 bn vs SEK 16.3 bnSEK 1 M✓ ties
Portfolio & capexDeal pricing identityprice = multiple × revenue × EBITDA% (worst of 8 moves)max residual SEK 0 M across 8 movesSEK 0 M✓ ties
Cross-grain (flags)Condition-monitored machines = Σ site machinesmachine metric = Σ site.devices12,500 vs 12,5000✓ ties
Cross-grain (flags)Aftermarket = Σ site aftermarketservice-line book = Σ site.arr (service-hub attribution gap)SEK 33.5 bn vs SEK 30.4 bnSEK 3.1 bn⚠ flag
Read this: 13 of 14 governed identities tie out to the krona. The remaining flag is intentional — a known modelling gap, not a silent error: the site-grain aftermarket footprint is a representative per-site model, so it doesn't fully foot to the aftermarket & services book (the service-hub / cluster attribution gap). The harness catches it rather than hiding it — exactly what a CFO/auditor wants to see.