Automotive & Industrial

Data‑driven cross‑sell discovery

Logio analyzed the EMEA product and customer portfolio to reveal missed sales connections.

Outcome

Sales teams received a fact‑based map of customer to product matches with promising margin potential.

Analyzed

0 million product–customer pairs

About SKF

SKF is a Swedish global manufacturer of bearings and seals, founded in 1907 and headquartered in Gothenburg, Sweden.

Employees: 38,743

Annual sales: SEK 98,722 million

Operations in about 130 countries and around 17,000 distributor locations

Initial challenge

SKF centralized EMEA sales and asked Logio to find new synergies and customer to product links that could unlock additional sales and margin.

Project goal

Use machine learning to quantify similarities in customer baskets, then identify concrete cross‑sell opportunities with attractive margin potential

Solution

From data to prioritized opportunities

AI‑scored basket similarity, a single EMEA view of customer to product links, and automated reports that rank margin‑aware cross‑sell opportunities for sales.

01

Consolidated product and customer data

for EMEA into an analysis‑ready model.

02

Computed similarity scores

across baskets to reveal adjacent products per customer.

03

Ranked opportunities

by commercial potential, including margin indicators.

04

Produced actionable lists

and reports for sales to prioritize outreach and follow‑up.

Solutions implemented

AI Integration

Data Visibility & Accessibility

Product & Portfolio Optimization

Reporting Automation

Impact

Finding cross‑sell potential to grow revenue without expanding the catalog.

Actionable opportunity

Sales teams received prioritized customer to product matches for cross‑sell.

Margin‑aware focus

Opportunities were filtered by margin potential to protect profitability.

Faster sales alignment

A single view supported the centralized EMEA sales structure.

Scalable analytics

The model and reports can be rerun as the portfolio and customer base evolve.

Evidence‑based decisions

Decisions grounded in basket similarity rather than intuition.

Let’s turn your data into cross‑sell wins

If your sales teams need clearer signals for what to sell next to whom, we can help with practical analytics and repeatable reporting. Let’s talk about how to uncover opportunities in your portfolio.

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