Simple, AI-accelerated process development.
The pressure to move faster keeps rising. In pharma, AI is finding molecules faster than ever; in chemicals, global competition reshapes markets overnight. Either way the bottleneck is the same — turning a molecule into a manufacturable process still takes months to years of bench and pilot trial-and-error. Arvochem simplifies and accelerates it: fewer experiments at the bench, fewer failures at scale-up.
Five modules. One connected workflow.
Optimization results drive kinetics, fitted rate constants flow into reactor sizing, and scale-up and workup feed cost estimates — all in a single project file, with Arvo, your built-in AI guide, to assist you at every turn.
Process Optimization
Intelligent surrogate models learn from each experiment and suggest the most informative next run.
Kinetics Modeling
Fit rate constants from concentration-time data. 24 built-in models with guided wizard selection.
Reactor Scale-Up
Import fitted kinetics directly. Calculate reactor sizing, thermal safety, mixing, and heat transfer.
Workup & Isolation
Design the downstream side — quench through crystallization to isolation. 11 unit-operation panels.
Cost Estimator
Ballpark CAPEX and OPEX with full flexibility. Custom equipment, overridable defaults.
Built for process chemistry — lab to plant.
For teams developing and scaling chemical processes — in pharma, fine and specialty chemicals, agrochem, and materials. Each module does one job in the journey; together they cover the whole path.
Find the conditions, fit the rate law
Dial in the best conditions and extract the kinetics behind them.
Size it, keep it safe
Reactor sizing, mixing, heat transfer and thermal-runaway risk.
Design the downstream side
Quench, crystallization, distillation and isolation — before the bench.
Know the economics early
Ballpark CAPEX, OPEX and a $/kg figure for the decision.
And the optimizer isn't limited to chemistry.
The same engine that tunes a reaction works on any experiment with adjustable inputs and a measurable result. Define the parameters, measure the outcome, let Arvochem find the optimum.
Process chemistry
Optimize yield, selectivity and purity by tuning temperature, catalyst loading, solvent and more.
Analytical methods
Develop HPLC and GC methods faster — mobile phase, gradient, flow rate and column temperature for best resolution.
Formulation
Cosmetics, coatings or drug formulations — find ingredient ratios for target viscosity, stability or texture.
Bioprocess & enzymes
Optimize culture media, fermentation conditions or enzyme activity — pH, temperature, cofactors, feed strategy.
Materials & polymers
Tune monomer ratios, curing conditions or additive loading to hit mechanical, thermal or optical targets.
Food & agriculture
Recipe optimization, preservation studies, fertilizer formulation — any problem with tunable parameters.
Fewer experiments
Reach optimal conditions faster — validated on real experimental data from peer-reviewed sources.
Your data. Your machine.
Runs entirely offline. Your reaction data, IP, and results never leave your network — critical for pharma and CDMO.
Shorter timelines
Fewer experiments, connected workflows, and built-in scale-up eliminate months of manual iteration.
Every model benchmarked against published experimental data.
All optimization, kinetics, and scale-up calculations are independently verified against peer-reviewed datasets and established engineering references — before any customer touches them.