Where it fits

Automation with a human in the loop

Where automation helps

Repetitive, well-defined tasks — edit check execution, standard TLF generation, discrepancy flagging — are strong candidates for automation because the logic is deterministic and auditable.

Where it doesn't

Statistical interpretation, medical judgment, and safety assessment stay with qualified staff. Automation feeds them cleaner, faster information — it doesn't make the call.

Common questions

Before you automate a workflow

Curious where automation could help your study?

Tell us about your current review process — we'll point out where automation can save time without giving up oversight.