Solutions
Physics-informed AI for chemical engineering — invent formulations, design the process to make them, and keep the plant on-spec.
Whether you are compressing R&D loops, de-risking scale-up, or aligning operations to design intent, Lavoisier gives chemists and engineers a shared backbone from formula to plant.
FormulaIQ
Studio Pro
Digital twins
Chemical Engineering Agents
Outcomes
Shorter R&D. Safer scale-up. On-spec plants.
Lavoisier analyzes your chemistry against first principles and ML — so fewer failed experiments, clearer process risk, and decisions you can defend.
Compress trial-and-error loops
Target properties in, ranked candidates out — with confidence you can defend — so fewer failed experiments burn calendar time.
Design the process before capital
Turn a formula into a manufacturable process with validated thermodynamics and quantified scale-up risk before pilot spend.
Keep plants on-spec with agents
Chemical Engineering Agents advise under chemistry, constraints, and incomplete data — with a growing fleet from plant ops to predictive maintenance lab agents.
Transparent, uncertainty-aware decisions
Every prediction shows science baseline, ML correction, and confidence — so teams can challenge the answer, not just accept it.
What we provide
Three solutions. One chemical engineering stack.
FormulaIQ invents the product. Studio Pro designs how to make it. Chemical Engineering Agents run the plant — and expand into a fleet of AI agents on shared models and uncertainty.
- FormulaIQ
Inverse formulation for R&D
Describe the product you need. FormulaIQ generates in-spec recipes from real materials — predicting properties before a single drop is mixed.
Explore FormulaIQ - Studio Pro
Process digital twins for scale-up
Simulate equipment, flows, and thermodynamics. Quantify off-spec risk and optimize the process before capital is locked in.
Explore Studio Pro - Chemical Engineering Agents
Plant agents that stay on chemistry
Operate continuous and batch plants with chemistry-aware agents — humans in the loop when it matters, and more roles ahead including predictive maintenance lab agents.
Explore Chemical Engineering Agents
By industry & agents
Built for chemical industries — and agent use cases.
Same platform across coatings, polymers, specialty chemicals, and energy — plus Chemical Engineering AI Agents and predictive maintenance lab agents on one backbone.
Coatings
Predict viscosity, VOC, gloss and opacity; generate compliant coatings formulations faster.
ExplorePolymers
Predict impact strength, modulus, UL94 and HDT; design compliant polymer compounds.
ExploreSpecialty chemicals
Custom property targets, small-batch economics, and multi-market regulatory complexity.
ExploreEnergy & batteries
Electrolyte formulation, thermal stability, and process scale-up with transparent uncertainty.
ExploreChemical Engineering AI Agents
Specialized AI agent products for chemical engineering — plant ops today, more roles ahead — with people still in charge.
ExplorePredictive Maintenance Lab Agents
Maintenance agent products for lab and plant assets — early warning, campaign-aware windows, expert approval before work.
Explore
See it on your chemistry.
Bring a formulation challenge or a process you care about. We’ll show how Lavoisier shortens the path from R&D to plant.