• Why does it still take $250M and 10 years to bring new products to market?

• How do we move from human-centric, artisanal R&D loops to automated, AI-assisted R&D loops?

• Most companies assume a LIMS system fixes R&D – it doesn’t. They’re solving the problem in the wrong order