What is a global model?

The Global Model is a Digits AI model that provides broad accounting intelligence when company-specific or firm-specific context is not enough to resolve accounting work.

Within Digits' Model Layer Cake, the Global Model is consulted after the Company Model and Firm Model. It provides a broader foundation of accounting knowledge while keeping each company's financial data private and separate.

Digits' Global Model was trained on a large body of real financial activity. Customer data is not shared across companies to train the model for other customers.

Example: A new client has a transaction from a vendor that neither the business nor its accounting firm has encountered before. The Global Model can provide broader accounting context to help determine how the transaction should be treated.

Related terms: Company Model, Firm Model, Fallback Agent, Model Layer Cake, Tiered Intelligence, Training Data