Interactive dashboard · Axis Intelligence Research · Last updated: June 11, 2026 · CC BY 4.0
Original Axis Intelligence Research metric. MLDDI = Enterprise AI adoption rate ÷ Enterprise-scale deployment rate. A score of 2.67 means 2.67 organizations are stuck in pilot mode for every one that has scaled ML enterprise-wide. Closing to 1.5× by 2028 is estimated to unlock ~$800B in untapped enterprise value. Full methodology →
Source: FDA AI/ML-Enabled Medical Devices Database · .gov primary source
"The global machine learning market reached $55.8 billion in 2024, projected to reach $282 billion by 2030 — while Axis Intelligence's MLDDI™ of 2.67 reveals that for every organization scaling ML enterprise-wide, 2.67 more remain locked in pilot purgatory."