4 Pillars to Scaling Your AI Capabilities
Key Highlights
- Decision-Making Impact: 80% of executives affirm automation enhances business decisions, solidifying AI’s role in digital strategy.
- Scaling Struggles: Only 54% of AI projects reach productization, posing a challenge in aligning algorithms with tangible business value.
- RoI Complexity: Demonstrating RoI for 40% of organizations face governance hurdles, risking financial pitfalls.
- Real-life Loss: A malfunctioning ML model caused a $20,000 loss in 10 minutes for a financial company, underscoring governance and scalability urgency.
- Enterprise Success: Dow Chemical reduced R&D time from months to seconds, dispelling myths about the difficulty of enterprise-level AI scaling.