PWC TRACE
AI document review, redesigned around trust.
TRACE is an enterprise AI workflow for PwC Document Intelligence that extracts information from contracts, invoices and reports — then gives people a fast, transparent way to verify what the AI found. Instead of asking users to trust the model, the experience connects every prediction directly to its source, makes uncertainty actionable, and turns corrections into feedback for the system.
AI extraction is fast but opaque. Reviewers either rubber-stamp results they cannot check or re-read every document by hand, and the model never learns from what they fix.
Trust is verified, not claimed.
A complex enterprise product turned into a clearer, more trustworthy workflow: every value traceable to its evidence, confidence made actionable, and human corrections feeding the system.