Introduction to Fiscal and its functionalities.
Fiscal is powered by category and weekend classifiers.
Explaining category classifier, a random forest implementation.
Explaining weekend classifier, time of day classification.
Admins evaluating performance and retraining models.
Retraining category classifier with latest data.
Reviewing labels and performance metrics like precision and recall.
Admin running classification on transactions in the database.
Demonstrating transactions being categorized automatically.
Users removing and categorizing transactions.
Users contributing to the model via supervised learning.
Admin verifying user-labeled categories for quality assurance.
Overview page showing expenditure, high expense categories, and graphs.
Using the Fiscal AI to chat with transactions.
Time-based analytics and model refinement with user input and admin approval.