The true AI SDR cost per opportunity - tool price, domain burn, low conversion, and cleanup - versus a human rep's loaded cost. A worked model with a table.
An AI SDR pilot looks great in week 2 and dies at renewal. Here's the procurement lifecycle behind it and how to design a pilot that actually tests renewal.
AI workers vs AI copilots is the defining outbound debate of 2026. Learn why human-in-the-loop wins in cold email and get a clear decision framework.
A 2026 category review of autonomous cold email agents - what they promise, the real failure modes, and where the category is actually heading.
Sales engagement platform vs AI SDR vs hybrid AI outbound - what each does well, a comparison table, and a decision framework by team size for 2026.
What actually breaks in unsupervised AI outbound - deliverability collapse, embarrassing sends, brand damage, compliance exposure - and the case for an approval gate.
AI SDRs promise pipeline on autopilot, then most get torn out within months. Here's why fully-autonomous outbound breaks - and what replaces it.
