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Conclusion: Despite market hype around the role of data scientists and in-house developers for the successful exploitation of artificial intelligence (AI), organisations are increasingly looking to their vendor partners to provide ready-made solutions. Both business and technology leaders are expecting solutions to be based on the vendor’s ability to leverage their customer base across various industries to create AI features such as machine learning models.

Vendors are responding by increasingly incorporating these features into their offerings, along with a new breed of vendors that are producing pre-trained or baseline machine learning models for common use cases for specific industries.

However, organisations must be prepared to contribute to this AI product development or continuous improvement process which in practical terms means giving major vendors access to data. Without access to good data the result will be sub-optimal for both parties.

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