Dotmatics is an industry leading cloud-based scientific R&D data management platform. An ambition of Dotmatics is to make all the research data available via querying and reporting. In building the querying and reporting features we have also built the perfect springboard for adventures into AI.
This talk will cover the current crop of practical AI/ML prototypes available in the Dotmatics platform and some early plans to automate AI/ML techniques over all the data our customers store in our platform. We will cover the use of WebAssembly for edge computing/client side deployment of models and some interesting observations of the benefits of the new AWS x2gd instance types for accessing larger (2 billion+) sets of purchasable compounds.