Insurance Insurtech Software Engineering Thought Leadership

AI Decides by Probability, Then How to Underwrite Confidently?

There’s no denying that Generative AI (GenAI) models, with their probability-based outcomes, are revolutionizing insurance underwriting. But how can underwriters confidently rely on these predictions? Data Quality and Model Training High-quality data is crucial for accurate AI predictions. Properly trained models on relevant datasets provide precise risk assessments, helping underwriters make informed decisions. Validation Metrics […]

Artificial Intelligence Software Engineering Thought Leadership

RAGs: The Hype is Real, But Are We Capping the LLMs’ Superpowers?

Retrieval-Augmented Generation (RAG) applications have taken the NLP world by storm. They seem to empower chatbots and virtual assistants with an uncanny ability to understand complex questions and deliver insightful answers. But before we get carried away, let’s delve into the true potential of RAGs and expose a hidden truth: RAG applications are currently holding […]