Auckland-based data firm Dexibit is working with the National Gallery in London to predict the trends and behaviour of visitors.
Dexibit will use machine learning and historic data to provide data to the National Gallery, which features works from Van Gogh and Monet, in order to assist them in making curation decisions.
Chief executive Angie Judge said the ramifications of an error in choosing exhibits was financially significant and Dexibit could help with big decisions by modelling and predicting how they will pan out.
"Big data brings crucial innovation to the cultural sector at a time when the ground is shifting underneath museums and galleries," Judge said.
"The National Gallery's digital vision leads the way for the cultural sector - as museum analytics transition from retrospectively reporting the institution's own history, to using artificial intelligence in predicting our cultural future," she said.