Glossary
Definitions for the terms that decide whether an enterprise AI program compounds or stalls. Each entry includes real examples and frequently asked questions.
AI Transformation ROI
AI transformation ROI is the hard-dollar return from deployed AI, measured against a verified baseline. It includes hours saved, cycle-time compression, exception rate reduction, and error reduction, denominated in operating dollars rather than in adoption metrics like seat counts or logins.
Enterprise AI
Enterprise AI is AI deployed inside large organizations under three constraints absent from consumer AI: integration into existing systems of record, governance against company and regulatory policy, and verification of outcomes against a hard-dollar baseline.
Work Intelligence
Work intelligence is the operational layer that provides a current, evidence-based picture of how work actually moves through an enterprise. It is used to target AI deployment, verify post-deployment outcomes, and continuously update the baseline as the business changes.