Key Takeaways AI productivity does not automatically translate ROI or revenue. While faster investigations and fewer analyst hours show operational improvement, ROI depends on what those gains deliver. AI security ROI extends beyond revenue. Avoided costs, increased capacity, protected revenue, and reduced incident impact can all create financial value. ROI measurement starts with the intended
AI Security ROI Isn’t Revenue, so Don’t Stop at Step One