[4] He was co-founder of UCL's Intelligent Systems Lab where he introduced the use of a neural network in live financial forecasting,[4] and co-founder and CEO of Searchspace, a company that applied AI to detect money laundering and detect insider dealing at banks and stock exchanges.

[4] His PhD thesis was on feed-forward Neural Networks (NN) and genetic algorithms for automated financial time series modelling.

[7] Kingdon was one of the[vague] earliest pioneers in applying AI for enterprise-scale problems starting in the mid-nineties.

[9][10] Kingdon became an early investor in Blue Prism, a Robotic Process Automation (RPA) company,[9] a category of enterprise software that it helped define.

[15] Kingdon has published books,[16] patents[17] and papers[18] in the fields of neural networks, genetic algorithms, fraud detection, robotic process automation and the future of enterprise computing.