Renewal-Call Challenge Pack for B2B SaaS Customer Success Leaders

AE intercepts a CSM's quarterly account-health call — green/yellow/red plus 1-3 sentences of reasoning — BEFORE it lands in the leadership pipeline forecast. The adversarial council pressure-tests the reasoning against that CSM's own miss-pattern history and structural reds the CSM didn't mention (silent exec sponsors, sub-30% feature adoption, expansion paused, support escalation tail). The VP CS sees: 'Sara's last 4 greens missed by 12% revenue; pattern: she anchors on champion enthusiasm and discounts board-level changes. Push back before submitting.' Sits on top of the CRM the buyer already runs — no integration, no data export. AE's strengths fit: structured constraint language enforces consistent challenge rules across 5-25 CSMs, and the autopsy taxonomy (Concession Laundering, Cosmetic Confidence, Temporal Blindness) maps directly onto how CSMs systematically over-call. Each call is a graded prediction; the buyer accumulates a per-CSM miss-pattern ledger no Gainsight/Catalyst dashboard surfaces because those grade ACCOUNTS from usage signals, not the CSM's REASONING from adversarial review.

AE grades the CSM's *reasoning* before the forecast lands — a gap no usage-telemetry CS platform fills — and the autopsy taxonomy plus structured constraints map directly onto how CSMs systematically over-call renewals.

Still in evaluation (phase: ranked). No verdict yet.