Abstract
The session explains why document AI that works in demos can fail in production: document structure can be lost during ingestion, rendering can break on edge cases, and extraction can vary across runs. When agents make routing or approval decisions, teams also need governance. The proposed foundation is deterministic document processing, confidence based routing that escalates uncertain cases, and audit trails built into the infrastructure.
Sponsored session
Session sponsored by
Nutrient SDKs let developers embed secure, high-performance document viewing, editing, signing, and AI-powered processing into any app — with full UI control and deployment flexibility.
$2,955, Conference (3 days). Current pricing ends October 13th. All pass options.
QCon San Francisco 2026 is a three day conference for senior software engineers, architects and team leads. An international program committee of working engineers selects every session. Patterns and practices, not products and pitches.