Human Bias in AI Models: How It’s Killing Your Sales Forecast
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...
AI Forecasting Accuracy: Why Your GTM Plan is the Problem
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....
Forecast Accuracy Benchmarks: The Data for Hitting Your Number
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,...
