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16 June 2025

Pattern recognition pipelines (Glossary)

Artificial intelligence Automation Big data and smart data Digital transformation AI Glossary

The term "pattern recognition pipelines" originates from the fields of artificial intelligence, automation, big data and smart data. It describes a process in which computers help to recognise certain recurring patterns in large amounts of data.

A pattern recognition pipeline works like a production line: first, raw data is collected, for example images, texts or sensor data. This data is then processed step by step - for example, images are first enhanced, then searched for certain features and finally software is used to automatically recognise the desired pattern.

A practical example from automation: in a modern factory, cameras are used to recognise faulty products on a conveyor belt. The recorded images are run through a pattern recognition pipeline, which automatically checks whether a scratch or dent is visible. If this is the case, the product is rejected.

Pattern recognition pipelines are important for companies that want to analyse large amounts of data or automate processes, as they help them to make faster and more reliable decisions. They provide valuable insights for the optimisation of processes.

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Sanjay Sauldie

Sanjay Sauldie is a digital strategist, speaker and developer of the transruption toolkit, which companies can use to make their digital transformation measurable, human and sustainable. With kiROI - the AI-based approach to value creation in the digital age - he helps self-employed people and companies to integrate artificial intelligence into their processes in a practical way. With his outstanding marketing strategy iROI, he has already led countless companies to greater visibility and thus more profits. He combines digital innovation with disruptive thinking models for a sustainable business strategy. He studied mathematics and computer science at the University of Cologne, completed a Master of Science in Digital Disruption at the University of Salford (UK) and a Design Thinking programme at MIT/EMERITUS Singapore. As a multiple award-winning expert - including the Golden Web Award and the Innovation Award of the Initiative Mittelstand - he advises SMEs and corporations. His motto: "Digitalisation is not an end in itself - it must serve people."

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