https://community.appian.com/discussions/f/rules/40466/queries-on-ai-doc-center-classificationHi, I am working on DocCenter Classification and have a few questions around reconciliation and automation. Looking for guidance from anyone who has implemented this. **My Use Case:** I want to classify documents automatically without any humanen-USTelligent Community 12https://community.appian.com/thread/154740?ContentTypeID=1Fri, 29 May 2026 05:44:54 GMTd3a83456-d57b-489c-a84c-4e8267bb592a:801f1ed6-575a-46a5-ab2e-a16dfddc6e63Shubham Aware<p><br />Based on v3.1.3</p> [quote userid="247880" url="~/discussions/f/rules/40466/queries-on-ai-doc-center-classification"]1. Is it possible to auto-reconcile a classification instance in DocCenter without human intervention?[/quote] <p>No. Reconciliation is always manual in DocCenter.</p> [quote userid="247880" url="~/discussions/f/rules/40466/queries-on-ai-doc-center-classification"]2. Does DocCenter Classification expose a confidence score as an output in a process model (similar to the Classify Documents Smart Service)?[/quote] <p>No. DocCenter Classification does not expose confidence scores (unlike Classify Documents Smart Service).</p> [quote userid="247880" url="~/discussions/f/rules/40466/queries-on-ai-doc-center-classification"]3. If DocCenter Classification does not support auto-reconciliation natively, what is the recommended approach to achieve straight-through processing (STP) for classification?[/quote] <p>Use Classify Documents Smart Service with a confidence threshold (90%+). Documents above threshold auto-accept; below threshold go to human review</p><div style="clear:both;"></div>