FDA Draft Maps AI Device Proof Across Lifecycles

FDA AI device guidance is lifecycle paperwork, not a model demo

FDA announced comprehensive draft recommendations spanning the total product lifecycle for AI-enabled devices—read the announcement and links from FDA press announcement on AI-enabled devices. FDA’s SaMD AI hub explains how the center frames adaptive algorithms: FDA SaMD AI.

Predetermined change control plans remain the companion discipline after clearance: FDA PCCP guidance. WHO’s ethics and governance publication is the global anchor quality teams forward in oversight debates: WHO AI for health ethics.

Why submissions still die in email

Cross-functional arguments about labeling, monitoring, and update discipline arrive as threads with attachments. The bottleneck is coordination bandwidth, not lack of PDFs.

Specialist drafting from forwards

Distill to Three briefs leadership on what changed in the latest draft language. Email distill.to.three@via.email.

Extract Action Items tracks comment resolution owners across R&D and quality. Email extract.action.items@via.email.

Generate Compliance Checklist turns guidance sections into executable checklists. Email generate.compliance.checklist@via.email.

Prep Meeting Brief prepares a submission meeting narrative from a long chain. Email prep.meeting.brief@via.email.

Build Compliance Evidence converts controls language into artifact prompts. Email build.compliance.evidence@via.email.

via.email does not submit to FDA. It does not replace your regulatory signatory.

Related reading

Regulatory correspondence stays mail-heavy. See Drug Safety Inboxes Need Speed Without Losing the Thread, Clinical Coordinators: Your Thread Is the Compliance Record, and Peer Review Still Lives in Email, Not the Workflow Tab. Agents at https://www.via.email/agents.

Comment resolution is a project, not a mood

FDA drafts produce long comment lists. Teams lose time when nobody owns phrasing, nobody owns citations, and everybody assumes QA will "clean it up later."

Forward the comment spreadsheet narrative to Extract Action Items and assign owners in your QMS the old-fashioned way: names and dates.

Cross-functional translation without extra portals

Engineers speak in system behavior. Clinical speaks in patient risk. Quality speaks in traceability. Distill to Three is a surprisingly good bridge when each side has written three paragraphs and nobody agrees what the argument is about.

If you attach draft labeling text, tier permitting, keep human review on every patient-facing sentence. via.email does not replace regulatory signatories.