10/09/2026
Mature enterprise AI deployments typically report cost reductions between 15% and 30%.
A crucial distinction: That range reflects cost per operation, not total business spend.
• Hit 15%? The initiative still delivers defensible value.
• Hit 30%? You’ve successfully achieved operational scale.
Where you land on that spectrum comes down to one variable: process selection.
→ Highly manual, repetitive workflows yield the largest, fastest efficiency gains.
→ Workflows that are already streamlined will barely move the needle.
In the end, choosing the right process matters far more than choosing the model.
Where in your current operations would targeted automation drive the most measurable savings?