Human-in-the-Loop Overview

Human-in-the-Loop (HITL) enables human verification and corrections to ensure accuracy of data extracted by Document AI processors before it is used in critical business applications.

It provides a workflow and a platform for your own or a partner workforce (humans referred to as labelers in HITL) to review, validate, and correct the data extracted from documents by Document AI processors.

Features

• Confidence threshold filters to limit the number of documents going through HITL.
• Labeler pool management, including task assignments and efficiency analytics by task and by labeler.
• UI cues and features that reduce labeler handling time per document.
• Analytics and metrics by task and by labeler, so you can streamline HITL operations.

Benefits

• Risk mitigation - mitigate financial risks of critical data being incorrect - for example, invoice amounts, billing addresses, loan amounts, etc.
• Simplify Exception Handling - Easily roll out a human review and exception handling workflow.
• Workforce Efficiencies - manage, monitor and improve productivity of workforce managing human review.
• Cost control - control costs of human review with configurable filters.
• Data completeness - ensure extracted data is complete for downstream business applications.