Fundamentals4 min read
What is Revenue Return on Intelligence?
RROI reframes how AI spend is measured — from cost-per-seat to business value generated per dollar of intelligence deployed.
ExecutiveJan 15, 2025
Practitioner-focused briefings on cost visibility, governance frameworks, and intelligence efficiency for AI-native engineering teams.
RROI reframes how AI spend is measured — from cost-per-seat to business value generated per dollar of intelligence deployed.
Scaling AI without cost visibility does not multiply value — it multiplies waste. The earlier you instrument, the less you have to unwind.
Shadow AI spend, duplicate tooling, and zero output measurement are the three mechanisms through which unmanaged AI quietly erodes operating margin.
Software spend is a proxy metric. What actually determines AI program value is output-per-intelligence-dollar — the efficiency of your deployed reasoning capacity.