A dedicated machine learning team is building real-time sentiment analysis into live call data, enabling better insights into customer interactions. Intelligent workflows were also introduced to highlight potential service risks and support faster responses. In parallel with new functionality, Godel established modern engineering standards, scalable development pipelines and architectural principles to ensure AI capability was production-ready, secure and sustainable. The focus wasn’t just feature delivery but embedding intelligence into the product architecture itself.