AI in B2B SaaS

AI is changing the economics of go-to-market in B2B SaaS - from how sales teams prioritise pipeline and personalise outreach, to how revenue operations teams forecast and analyse subscription data. The companies getting the most out of it are those applying AI to specific, well-defined problems rather than adopting it broadly and hoping for results.

For revenue operations in particular, the highest-value applications are those closest to the data: predictive churn signals, deal scoring, pricing optimisation, and automated anomaly detection in billing and subscription metrics. These are problems where the underlying data already exists - what's been missing is the tooling to act on it intelligently.

These articles explore where AI creates real leverage in B2B SaaS sales and revenue operations - and where the hype outpaces the substance.