AI Co-Pilot for Chemical Process Optimization
Company research
Public company, workplace, funding, and market signals
Overview
ReactWise is a London-based AI copilot for chemical process development and optimization for pharma, biotech, and related chemical manufacturing teams. Its platform uses Bayesian optimization, transfer learning, and proprietary high-throughput reaction data to recommend better reaction conditions, design experiments, and integrate with lab automation.
Primary product
AI copilot for chemical process development and optimization
Founded
2024
Headquarters
London, United Kingdom
Team size
1-10
Industry
Software Development
Sub-industry
AI / scientific software for chemical process optimization
Offices
London, United Kingdom
San Francisco, California, United States
Business model
B2B SaaS
enterprise software subscription
data-as-a-service
pilot / proof-of-concept engagements
Funding
Stage
pre-seed
Total raised
$3.4M
Latest round
Pre-seed · Mar 2025
Latest amount
$3.4M
Mar 2025 · Y Combinator
People & investors
Leadership
CEO & Co-Founder
CTO & Co-Founder
Machine Learning Engineer
Automation/HTE Chemist
Strategy & Operations Associate
Software Engineer
Software Engineer
Software Engineer
Investors
Work & culture
Mission-driven, science-first, collaborative, data-integrity-oriented, and learning-focused; the company emphasizes scientific empowerment, innovation with purpose, open collaboration, and greener chemistry workflows.
Compensation
Public postings mention competitive cash salary for internships; no public company-wide compensation bands were found.
Benefits
competitive cash salary
flexible full-time / part-time internship options
hands-on wet-lab experience
real-world impact on sustainable medicines manufacturing
opportunity to contribute to lab automation
Product & market
Pricing
Enterprise subscription software, with pilots/proof-of-concept work and data-as-a-service offerings
Differentiators
- —proprietary in-house reaction datasets and descriptors
- —pretrained chemistry models that do not start from scratch
- —MemoryBO transfer-learning optimization across related reactions
- —integration with automated lab hardware and ELNs
- —no-code workflow for chemists
- —case-study evidence with large pharma and other industrial partners
- —high-throughput experimentation and data-generation capability in-house
Technology
Bayesian optimization
multi-task Bayesian optimization
MemoryBO
transfer learning
Gaussian processes
high-throughput experimentation (HTE)
robotic / automated lab integration
electronic lab notebook (ELN) integration
Open Reaction Database (ORD) format
proprietary reaction datasets
closed-loop DMTA workflows
Chemspeed
OT-2
Agilent 1290
Customers
pharmaceutical companies
biotech companies
materials manufacturers
large pharma teams
Pfizer
A&B Smart Materials
Pharmaron
Competitors
JMP
Squonk
ROSOFT
Lewis
Analyze IQ
SAFIA
Goebel Instrumentelle Analytik
Scale & contact
Estimated revenue
about $330K ARR (estimated)
Estimated monthly visits
2K
Jobs and careers at ReactWise
0 jobs at ReactWise
No open positions
Check back later for new openings