SquareGen

Javier Mancilla Montero 🛠️ 1 tool wrote:SquareGen is a sophisticated tool leveraging Large Language Model (LLM) technology to provide credit scoring solutions. As a platform powered by AI, SquareGen enhances the reliability and explainability of credit scoring which is integral in the financial sector.

Tomás 🛠️ 1 tool wrote:SquareGen uses LLMs as the core technology to streamline the credit scoring process. Through these models, it selects core features and transform them with semantic meaning, which heightens the level of clarity, making it simpler to understand credit scores and the factors influencing them. Hence, it creates a more reliable and transparent tool for making financial decisions.

Tomás 🛠️ 1 tool wrote:SquareGen outperforms classical models as measured by several performance metrics (e.g. AUC, KS, recall and precision). As a key part of their product, SquareGen constantly benchmarks their solutions against SOTA classical models, ensuring decisions are top-level and the best of their kind.

Tomás 🛠️ 1 tool wrote:'Enhanced level of explainability' refers to the transparency of the scoring process on SquareGen. Since it operates leveraging the semantic relationship of features and credit behaviour, SquareGen is able to fully explian, on a case-by-case basis, which features were the main drivers of the decision.

Tomás 🛠️ 1 tool wrote:SquareGen's scoring system holds a high level of reliability for financial decisions. Its robust performance, backed by financial-grade robustness, provides results users can trust and make informed decisions upon.