by Amy Cook | May 22, 2026 | Sales
Only 45% of sales leaders are confident in their organization’s sales forecasts, according to Gartner research. More than half of revenue leaders are making critical decisions about hiring, territory design, and resource allocation based on numbers they...
by Erick Ramírez | Dec 31, 2025 | Sales
It is one of the most common and costly failures in business. Over 50% of revenue leaders missed their forecast at least twice in the past year, a cycle that erodes investor confidence, demoralizes sales teams, and stalls growth. While most organizations...
by Erick Ramírez | Dec 15, 2025 | Sales
As businesses adopt artificial intelligence at speed, healthy skepticism grows. In fact, 59% of Americans believe AI is increasing bias, not reducing it. The risk hits revenue teams hardest. In revenue operations, human bias in AI-models shows up when algorithms learn...
by Erick Ramírez | Nov 21, 2025 | Sales
Machine learning methods often surpass traditional forecasting in accuracy. So why do so many AI-powered sales forecasts still feel like guesswork for revenue teams? Revenue leaders invest in predictive analytics expecting clear decisions and reliable predictability....
by Erick Ramírez | Nov 20, 2025 | Sales
The gap between forecast and reality is widening and it has significant consequences for growth. While top-performing organizations report a single-digit median percentage error, many revenue teams operate with far less certainty, leading to misallocated resources,...
