Writing for the people who grade the work.

Product Updates · 7 min read

Patient self-report becomes a copy-forward signal, the recording pipeline gets a safety valve, and the architecture ships as nine animated figures

Copy-forward in oncology grading is a quiet failure mode. The same grade gets reused encounter after encounter without re-assessment, and the chart alone often cannot tell you whether the lack of change is real or an artifact of how the work gets done. This week we put the patient's voice into that detection loop.