At Talla, we build products that help people find and make use of an organization’s internal knowledge. While we've already implemented technology for enterprises with models that are successfully in production, we continuously experiment with different data and methods that have less certain outcomes. In my talk at the Machine Learning Conference, which you can watch below, I shared what happened when we experimented with using chat data for issue detection and matching.