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AI in Forecasting: The RevOps Guide to Predictable Revenue

AI in Forecasting: The RevOps Guide to Predictable Revenue

by Erick Ramírez | Feb 2, 2026 | Sales

While traditional forecasting methods hover around 51% accuracy, modern AI sales forecasting can, in some cases, achieve up to 96% accuracy. With tighter predictions, leaders can time spend, staffing, and pipeline investments with fewer surprises. But this potential...
How Quota Misalignment Destroys Forecast Accuracy (And the RevOps Framework to Fix It)

How Quota Misalignment Destroys Forecast Accuracy (And the RevOps Framework to Fix It)

by Erick Ramírez | Jan 28, 2026 | Sales

According to a recent study, 72% of reps missed quota in 2023. Our own 2025 Benchmarks Report confirms this trend, finding that 76.6% of sellers missed their number. When the forecast slips, the default response is to scrutinize deal stages and rep commits. Your...
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