AI isn’t replacing scientists, it’s amplifying their learning.

Wet labs aren’t outdated, they’re becoming smarter, automated, and connected.

If you were at #LabOfTheFuture or #BioTechX, I’d love to hear your thoughts 👇

#AI #DrugDiscovery #LabAutomation #DoE #DigitalTransformation #Biotech #Pharma

For this loop to work, get the basics right:

Break data silos → structured, machine-readable data

Automate with intent → reproducible, high-quality experiments

Bridge disciplines → biology + data fluency

Design for learning → DoE & structured experiments

The future of R&D = a bi-directional loop:

💻 AI proposes
🤖 Wet lab experiments (automated)
📊 Data feeds back to improve models

sorry mis read it.

You don't think AI can be useful in drug discovery?

🧪 OFAT is not scientific caution.

It’s a legacy of pipettes and plates.

Today’s complexity demands smarter experiments — and better tools to run them.

Start with the question: “What’s the fastest path to clarity?”

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#DoE #Biotech #LabOps