The Applied Innovations unit aims to bridge the gap between innovative research done within the DSI and applications of this research in industry or academic partnerships. We place a particular focus on applying solutions for high throughput and complex data with data governance at the forefront of our research. We also focus on application of explainable and ethical AI in real world scenarios and the development of standards around data governance. We have previous experience working on both large and small industry projects including partnerships with Avaya, Genesys and Aró digital. 

Our research focus covers:

  • Automated ML and efficient model construction. 
  • Knowledge Extraction and Knowledge Graph construction
  • Explainable AI and Visualisation
  • Dashboard & data analytics visualisations construction
  • Data governance and ethical AI approaches. 
  • Application of AI and ML in complex, data intensive environments