Pay-per-Correct-Extraction Pricing Models for Document APIs
Vendors get paid only when extraction succeeds, aligning incentives with accuracy.
Priya Venkatasubramanian
Staff Writer
Priya Venkatasubramanian
Priya holds an MS in computational linguistics from the University of Washington and previously worked as a research analyst at a nonprofit focused on algorithmic accountability. Her writing interrogates how systems fail at the margins and who bears the cost when they do.
3 stories
Accuracy SLAs in Document Processing API Contracts
Contracts must measure what matters: accuracy in extracted data, not just uptime.
Priya Venkatasubramanian
Confidence Score Calibration in Document AI Systems
Confidence scores in document AI often misrepresent extraction accuracy in production.
Priya Venkatasubramanian