Your EDRMS administrator at a 300-bed Melbourne hospital network approves another vendor patch that promises 'enhanced export options'. The release note lists CSV and XML only, with no mention of XMP sidecar files or retention schedule IDs.
The integration team maps the nightly job to the new AI triage platform anyway. Every document arrives without its original classification code or linked consent forms, so the model treats a discharge summary the same as a pathology request.
Procurement locked the contract three years ago around search and storage SLAs. No clause required the supplier to surface full metadata through the REST endpoints, and the renewal cycle has already passed.
Downstream automation now generates false positives on patient access requests because the AI cannot trace which records were flagged for destruction last quarter. Legal holds sit ignored while the queue grows.
The records manager logs another manual reconciliation ticket. Staff spend hours re-tagging files that should have carried their provenance from the source system, yet the vendor dashboard still shows green throughput metrics.
Next budget round the same supplier will quote an extra module for 'AI-ready connectors'. The price will cover what the original API should have delivered without the nightly dump step.
Fix the contract first. Demand schema-level access to every retention attribute and version pointer before the next export job runs, or the AI layer will keep classifying noise.