$NATIX is building something that becoming increasingly important as autonomous driving moves from driver assistance toward true autonomy. The key insight: ADAS and Level 4 autonomy don't need the same data. When the vehicle is responsible for itself, it needs something much harder: deep coverage of its operating environment, rich multi camera context, and exposure to the long tail edge cases that happen once in thousands of hours. That makes high quality real world driving data a critical infrastructure layer for autonomy. NATIX is attacking this from an interesting angle: 220,000+ hours of multi camera footage from real drivers across the USA, Europe and Japan, with steering, braking and other driving actions captured at high frequency. More importantly, the data isn't just about collecting miles. It's about making those miles searchable, structured, and useful for finding the situations autonomous systems struggle with. As autonomy advances, data quality, diversity, and edge case coverage become competitive advantages. That’s why I’m bullish on what $NATIX is building. The future of autonomy will need more than better models. It will need better data.