What's new at ReactWise

The most expensive mistake in the lab is a result you can’t explain afterward.

Today the hidden bottleneck isn’t experiments - it’s interpretation

In process development, the best optimization method is useless if the team can’t actually use it

Good optimization feels less like finding an answer and more like navigating uncertainty.

The most underrated skill in AI-driven R&D is knowing when not to automate

Process Optimization in 2026: Data, Sustainability, and Robustness

What surprised me most when watching chemists use AI - without us guiding them

Most ‘autonomous lab’ projects fail before the robot even moves.

Machine learning is only as good as the data behind it - at ReactWise we have taken this into our own hands.

In 2026, the competitive advantage will come from AI that actually runs end-to-end. From data to decision to execution.

We’re entering an era where “more data” is no longer an advantage - unless the workflows are ready for it.

Traditional Bayesian optimisation starts from zero every time. MemoryBO doesn’t.

Transfer learning is where Bayesian optimization gets interesting

What if chemical procedures worked like code? Think GitHub for chemistry.

Is the peer-review process slowing science down?

Chemical process development is evolving fast, and optimisation is no longer guesswork but a guided, data-driven strategy.

I learned something this year that every founder eventually discovers: you can’t scale a company if you don’t scale yourself.

Most high-volume HTE datasets stop at medicinal chemistry. We’re building the ones that take you all the way to process R&D and manufacturing.

Classrooms teach frameworks. Startups teach reality. Bringing both together? That’s where the real learning happens.

Dr. Alexander Pomberger presents ZeroShotAPI at Bioprocess UK

Why start from scratch with Bayesian optimization for every new reaction?

ReactWise at BioProcess UK in Manchester

Every lab wants AI but few are ready to leverage its full potential and the reason has nothing to do with AI.

Automated Synthesis Forum 2025 is underway - Day 1 in London!

A quiet revolution is coming to CDMOs - it’s driven by data and it will decide who wins the next decade.

Big milestone for ReactWise - we’ve officially moved into our own office!