Change impact review
Compare a proposed change against commitments, filings, and labeling references.
Regulatory intelligence
Support change impact, submission prep, and source traceability so regulatory teams spend less time chasing documents and more time making decisions.
Submission support with traceable source context
Agents can gather source content, build change-impact packs, and organize submission inputs while the regulatory owner decides what is fit for filing.
Operating layers
Govern · Prepare · Build · Validate · Scale
Decision rights
Human-owned, evidence-backed.
Concrete workflow example
Faster change assessment with submission, label, commitment, and source provenance visible from the start.
Inputs
Agent tasks
Evidence output
Where agents fit
These are the places where a governed agent saves time without taking over the decision.
Compare a proposed change against commitments, filings, and labeling references.
Pull the right references, versions, and citations into a clean working packet.
Track commitments, actions, and due dates across markets and product lines.
Prepare first-pass responses to internal stakeholders or health authority questions.
Use cases
Assemble filing-ready source packages with linked references.
Map a change request to affected submissions, labels, and commitments.
Draft response packs for health authority follow-up questions.
Track recurring regulatory commitments and due dates.
Summarize deltas between document versions for reviewer sign-off.
Human decision points
filing strategy
market impact
final submission content
health authority response
What agents cannot do
invent citations
approve filing content
submit to an agency
change commitments
Controls and governance
If the workflow touches regulated records or operational decisions, the controls need to be visible, testable, and boring.
Document provenance stays attached to every draft and summary.
Submission content is reviewed by a named regulatory owner before use.
Agents do not invent citations, dates, or commitments.
Controlled vocabularies and approved sources reduce drift between products.
Human team role
Regulatory affairs owns the source truth, approves filing content, and determines what can be reused across regions, products, or cycles.
Common systems
Other domains
Next step
Start with one bounded use case, prove the controls, and then decide whether the pattern deserves to spread.