Strategy & Roadmap

AI-driven innovation accelerates product development at Sandvik

From over 500 ideas to a prioritized portfolio and an operating model that scales AI into product development - a clear roadmap for AI-driven growth.

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AI product ideas generated
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High-impact AI use cases identified
AI innovation portfolio created
Clear game plan built for AI implementation

The challenge

Sandvik knew AI was important but struggled to use it widely across the business - picking the best projects from many possibilities was hard.

Scaling AI was difficult

Sandvik knew AI was important but struggled to use it widely across the business. Isolated experiments weren't making it into production.

Picking the best projects from many possibilities

There were hundreds of possible AI ideas. The challenge was picking the ones that would actually create value and match business goals.

Existing ways of working didn't support scale

Their existing ways of working were not ready for large-scale AI innovation. A clear strategy to build AI capabilities and transform the organization was needed.

What we built

A two-step process: first prioritize AI opportunities, then optimize the operating model to scale innovation sustainably.

Ideation

Systematic AI idea discovery

Helped Sandvik systematically find and prioritize AI opportunities that matched their business goals. Over 500 ideas were generated.

Results

A strong AI pipeline and prioritized projects ready for development, backed by a plan for building capabilities and scaling sustainably.

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AI ideas in the pipeline

Sandvik now has a strong pipeline of over 500 AI ideas and 60 prioritized projects ready for development - a clear innovation plan balancing short-term and long-term AI goals.

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High-impact use cases

Prioritized projects form the future-focused innovation portfolio.

Clear game plan delivered

The implementation plan connects strategy to organizational model and processes.

Scalable
An operating model that scales AI innovation sustainably

New structures and processes support AI innovation - the strategic position for long-term growth is now stronger than ever.

Beyond the numbers

Defined models for corporate entrepreneurship
Clear path to building the necessary capabilities

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AI-driven innovation accelerates product development at Sandvik