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Clean pipeline first — every deal has a real next step, a date, and qualification evidence, or it's not in the forecast. I inspect deals weekly against a framework (MEDDIC), separate commit from best-case, and look at historical conversion by stage, not rep optimism. I took forecast accuracy from ±35% to ±8% by enforcing that deal-inspection discipline.