#605 - How to Build a Cleaner Sales Pipeline in the Age of AI | Stevie Case

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Stevie Case breaks down how modern sales leaders can use AI, clean CRM data, and human judgment to inspect pipeline, improve sales forecasting, and rethink outbound strategy.

Learn how to separate real pipeline from automated outreach “slop,” uncover what your best reps are doing differently, and build practical AI sales workflows without waiting on engineering.

🧱 Clean your data before layering on AI. Put governance around accounts, contacts, and opportunities so your AI systems are analyzing reality instead of CRM slop.

🔍 Inspect before you correct. When a rep misses activity benchmarks, figure out what they’re actually doing and whether they’ve discovered a better play before simply demanding more calls or emails.

🤖 Use AI to inspect deals, not replace sales leaders. Pull qualification evidence directly from call transcripts, surface gaps automatically, then use human-led forecasts to investigate the areas that need judgment.

🛠️ Start building instead of waiting for engineering. Block a few hours to create a simple Clay signaling or pipeline workflow yourself. The fastest way for sales leaders to become competent with AI is to actually use it.

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