This update focused on significantly improving how Lotta Supply processes and understands data. We've introduced a new schema-driven matching capability that enhances the accuracy and determinism of data extraction. This allows the AI to build a more robust "Workbook Structure" based on existing file and chunk metadata, leading to more reliable insights.

Furthermore, we refined the evidence pre-pass mechanism, enabling prompt-only operations for schema-driven matching. This streamlines the initial data handling process and sets the stage for more advanced AI-driven analysis in the future. These improvements contribute to a more powerful and intuitive data workspace for our users.

While this iteration focused on core AI and data processing enhancements, ongoing work continues to ensure the underlying infrastructure remains performant and scalable to support these new features.