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27 June 2024

Test-driven AI development (Glossary)

Artificial intelligence Industry and Factory 4.0 Automation Digital transformation AI Glossary

Test-driven AI development is particularly at home in the areas of artificial intelligence, automation and Industry 4.0. It describes an approach to the development of applications with artificial intelligence (AI) in which specific tests are first written for a desired function before the actual AI code is developed.

This means that developers first consider how an AI should behave in a certain situation. This desired behaviour is recorded in the form of tests. Only then is the AI programmed to pass these tests. This ensures, step by step, that the AI does exactly what it is supposed to do.

An illustrative example: In a factory, an AI is supposed to recognise faulty products on an assembly line. First, the team defines test cases - such as images of good and bad products. The AI is only considered ready for use when it reliably and correctly assigns these examples.

Test-driven AI development therefore ensures better control, more security and fewer errors when introducing new AI systems. Companies benefit because risks are minimised and the quality of AI applications increases.

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written by:

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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