Handle sales pressure with analytical integrity

Sales leadership saw a positive correlation between call volume and win rate and wants to mandate 2x calls starting next week, claiming "this will increase wins." You know the analysis was correlation-only and confounded by deal stage and rep mix. Describe how you would: (a) push back diplomatically while maintaining partnership (specific phrasing you’d use in the meeting and in a written summary); (b) propose a safe, low-cost follow-up (e.g., staggered rollout or quota-neutral pilot) that respects quarterly targets, including eligibility, guardrails, and success metrics; (c) set expectations on timeline and data quality (instrumentation checks, definitions, and an SLA for reporting) before launch; (d) align stakeholders (VP Sales, RevOps, frontline managers) and document decision criteria if results are null or negative; (e) handle pressure to publish directional wins mid-pilot without sufficient evidence.