World's First
AI-Native Chemical
Manufacturer
We combine advanced artificial intelligence with chemical synthesis to accelerate discovery, optimize manufacturing, and deliver high-purity compounds at scale.
Trusted by Industry Leaders
90%
Reduction in Synthesis time
60%
Fewer iterations required
99%
Batch reproducibility
30+
Reaction capabilties
"Mstack is using artificial intelligence to power a new research and development platform that enables chemicals manufacturers to identify new ways to make chemicals no longer protected by patents."
The Challenge
For decades, the pursuit of novel process chemistry has been hampered by critical roadblocks that impede innovation and result in expensive late-stage setbacks.
The IP Black Box
Manual literature & IP searches are slow and incomplete, creating significant downstream risk.
The Synthesis Gamble
Researchers must bet on pathways with little insight into likelihood of success.
The Experimental Trap
Endless lab experiments consume time, budget, and materials in a slow search for optimal conditions.
Economic Viability Failure
Promising molecules are often abandoned late in the R&D process as they prove economically unviable.
To break these barriers, we built the
ChemStack AI Platform
Built on custom, in-house transformer models, Chemstack AI is the bedrock of our R&D, powering every step with intelligence and predictive foresight.
Literature Intelligence
Extracting Chemistry KnowledgeMines millions of patents and papers in seconds to extract key reactions, relevance scores, and freedom‑to‑operate insights, de-risking project from the very start.
- IP Insights
- FTO Analysis
- Patent Claims
- Literature Summary
Synthesis Intelligence
Synthesising Scalable PathwaysRetrosynthesis engine recommends pathways ranked by cost, feasibility, and score, enabling the researchers to choose the best path before ever entering the lab.
- AI-Recommended Pathways
- Pathway Generation
- Pathway Ranking
- Feasibility Scoring
Costing Intelligence
Modelling Cost ScenariosGenerates granular, real-time cost projections for any synthesis route and simulates the financial impact of changing variables, ensuring that the chemical breakthrough is also a commercial success.
- Granular projections
- Real Time Pricing
- Financial simulation
- Reagents Optimization
Experimentation Assist
Recommending Optimized ReactionsBayesian optimisation engine intelligently guides the next reaction conditions and procedure, learning from every iteration. It converges on optimal reaction conditions faster, saving invaluable time and resources.
- Reaction Conditions
- Reaction Procedure
- Optimized Procedures
- Yield Predictions