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Written by Max Zeshut
Founder at Agentmelt
A SaaS metric measuring the percentage of recurring revenue retained from existing customers over a period, including expansions, contractions, and churn. An NRR above 100% means expansion revenue from upsells and cross-sells exceeds lost revenue from downgrades and cancellations. AI agents improve NRR by identifying expansion opportunities from product usage signals and automating personalized upsell outreach at scale.
A B2B SaaS company with $10M ARR at the start of the year retains $9.2M of that base but adds $1.5M in expansion revenue from AI-identified upsell opportunities, ending at 107% NRR—meaning the existing customer base alone grew revenue by 7%.