Building for real-world, critical use meant the app had to be fast, reliable, and easy to trust under pressure. That required rethinking the iOS architecture for long-term scalability, improving the on-device vision pipeline, reducing battery consumption, and treating accessibility as a core engineering principle from day one — not an afterthought.