Citations as Deterministic Anchors
Trust in AI is built on transparency, not just accuracy scores. In our extraction pipelines, we treat every data point as a claim that must be proven. By implementing a system that requires a citation for every one of the several dozens fields we track per topic, we transform a probabilistic AI output into a deterministic, auditable record. This eliminates the "black box" problem and gives users the ability to jump directly to the source of any data point.