Startups · Jul 20
Syngenta’s AI Lesson: Defensible R&D Beats Another Copilot
Crop protection shows why the strongest AI products may live inside field data, domain workflows and safety gates.
- Build AI into the workflow, not just the interface, when selling into science heavy markets.
- Treat proprietary field data and safety gates as product assets, not implementation details.
- Measure regulated AI by better launch readiness and fewer R&D dead ends, not demo polish.