01Document the current baselineMeasure Outreach preparation time, sends, valid contacts, qualified replies, meetings, and downstream conversion.
02Choose two credible candidatesShortlist by the dominant job instead of testing every platform with a superficially different feature set.
03Run parallel bounded cohortsNormalize the audience, offer, send constraints, and follow-up window while avoiding duplicate contact.
04Migrate only on material evidenceRequire a meaningful improvement in qualified economics, control, or operator time before moving production workflows.