How AB SKF turns the data from its factories, distributor network, condition-monitoring cloud and separation PMO into one trusted picture — and into the decisions that compound into shareholder value.
A global industrial group usually can't answer a simple question the same way twice across bearings, specialized industrial solutions and the Automotive spin-off. SKF can — because every number is unified into one governed truth, then served as the exact answer each leader needs to act.
Each segment and factory keeps its own books. A simple question — “what's our adjusted margin?” — returns a different number from each system, days later.
Data is resolved, federated and defined once — so the same question returns the same trusted number, live, for everyone.
Sign in as any leader and the cockpit becomes theirs: their queue, their views, their guided path from question to decision. Here is what that looks like.
Bearing Solutions, SIS and Automotive run on a patchwork of plant MES, condition-monitoring, ERP and separation-PMO systems — no single, trustworthy read on whether the industrial pure-play thesis and the Vertevo separation are on track.
One live enterprise picture and a ranked queue of the highest-value moves across the three segments.
Walks into the board meeting with the answer — not a three-day data pull.
The SKF thesis: compound the industrial core and its >50%-recurring aftermarket while the Vertevo separation lands — the four pillars, the value levers, how the group is performing, the P&L & cash, the segment margin journey, and the re-rating it creates.
Adjusted vs reported margin, the separation working-capital build and the fortress balance sheet (0.8×) are buried across segment ledgers and the carve-out.
P&L, working capital, covenant headroom and shareholder value in one governed pane — plus an agentic scenario planner.
Sees the path to >17% margin, the cash to fund it, and the post-spin optionality in seconds.
Earnings to cash to value: the consolidated P&L (adjusted 12.7% vs reported 8.5%), currency and working capital, the fortress 0.8× balance sheet and its post-spin optionality, segment economics, and the listed-company valuation view.
Hard to know if margin, the aftermarket resilience and the separation are compounding shareholder value — and how it reads against Schaeffler, Timken and the pending NSK–NTN merger.
The value-creation plan, adjusted-earnings quality and the EV / market-cap bridge, governance-grade — with the Vertevo listing tracked.
Reads the return, the fortress balance sheet and the dividend story at a glance.
Is the separation compounding shareholder value: the data mesh behind the numbers, the three lenses, the footprint, the carve-out & margin levers, and the market-cap / EV bridge into the planned Q4 2026 Vertevo listing.
The Automotive spin-off's restated numbers, aftermarket and margin sit apart from the group's industrial view ahead of the Q4 2026 listing.
The Vertevo perimeter — restated sales, vehicle aftermarket and the margin path to its stand-alone targets.
Sees where Vertevo is winning — and where the next efficiency lands ahead of listing.
Grow the intelligent, less-cyclical engines — condition monitoring & services, magnetic solutions for high-speed and data-centre demand, aerospace and new energy: where the demand signals are, the portfolio & capex moves behind them, the segments they lift, the contract book, and the margin they add.
Aerospace, lubrication, sealing and magnetic order books surface too late, unit by unit.
Live SIS demand — the aerospace ramp, magnetic / data-centre, lubrication & sealing — and the margin-expansion path.
Runs the growth engine without firefighting — aerospace qualified, magnetics scaling, margin up.
Sense → decide → act across the factory and logistics network: the towers, the agents that act, delivery & contract health, the workforce, and steel & sourcing risk.
Americas & Australia industrial demand, tariff-compensating pricing and the footprint consolidation are each tracked in their own silo.
The Americas industrial book, region-for-region capacity and the US → Monterrey consolidation in one place.
Sees where the Americas is turning on pricing — and where to put the next regional capex.
The SKF thesis: compound the industrial core and its >50%-recurring aftermarket while the Vertevo separation lands — the four pillars, the value levers, how the group is performing, the P&L & cash, the segment margin journey, and the re-rating it creates.
Condition monitoring, magnetics and new-energy R&D scattered across desks and geographies.
Funnel → forecast → condition-monitoring, magnetic and humanoid-robotics wins and REP renewals, in one flow.
Knows where the next technology win comes from and defends the high-quality book.
Grow the intelligent, less-cyclical engines — condition monitoring & services, magnetic solutions for high-speed and data-centre demand, aerospace and new energy: where the demand signals are, the portfolio & capex moves behind them, the segments they lift, the contract book, and the margin they add.
Rickard Gustafson runs SKF on four priorities. Each pillar has concrete levers, a standing AI agent (or desk) working it, and a live goal with a target — so the thesis is measurable, not a slogan.
Complete the Automotive carve-out and list SKF Vertevo (Q4 2026, Lex Asea) — leaving a focused industrial pure-play.
Scale SIS (aerospace, magnetic) and pricing, lifting the adjusted operating margin from 12.7% toward >17% mid-term (>19% long-term).
Region-for-region manufacturing and footprint optimization — produce where you sell, hedging tariffs and FX.
Grow the recurring aftermarket & services book (>50% of Industrial) — distribution, condition monitoring (@ptitude / IMx / Axios) & REP contracts.
The ontology is the model behind the truth: ten classes, one keystone. The factory / site is where segment, leader, legal entity and geography reconcile — so a number computed anywhere foots everywhere.
A 360 assembles everything the platform knows about one subject — graph context, governed metrics, external signals — into one role-ready surface a person and an agent read the same way.
One spine shows the value, the conversion, the days and the leakage at every handoff — from order to collected cash, with bearing inventory and OEM-platform / separation working-capital drag at each step. The biggest pools: distributor inventory and aged receivables.
The industrial pure-play shift and the Vertevo separation only work if the transformation moves fast and the thesis is provable — and only matter if the numbers tie out. A standing reconciliation harness proves each metric equals the sum of its parts.
Pick a leader and walk their journey, ask the cockpit a question, or look under the hood.