AI/ML Iceberg

Visible Innovation vs. Hidden Foundation

Surface Level

RecSys

Search

Root Cause Analysis

AI Bots

NLP

Computer Vision

Engineering

Cloud

Security

Costs

ROI Optimization

Math

Algorithms

User Perception

Strategic Reality