Arvochem
Four modules. One integrated workflow.
From reaction data collection through kinetics fitting to reactor sizing — everything is connected. Kinetics parameters flow directly into scale-up calculations. Optimization results drive your next experiment.
Process Optimization
Stop running one-factor-at-a-time campaigns. Arvochem learns from each experiment and suggests the most informative next run — finding optimal conditions in 33% fewer experiments, reducing reagent waste and unnecessary lab time.
- ✓Multiple acquisition strategies to balance exploration vs exploitation
- ✓Continuous, categorical, and step-size parameter types
- ✓Built-in chemical database — 4,800+ compounds auto-encoded
- ✓Heterogeneous catalyst support with physical property descriptors
- ✓Transfer learning from related datasets or past campaigns
- ✓Interactive 3D surface plot, contour with uncertainty toggle, Pareto front
- ✓Predicted outcome ± uncertainty on every suggestion
- ✓CSV import/export and inline objective editing
- ✓Smart stopping — target goals, convergence detection, diminishing returns
Not just for chemistry
The optimizer is a general-purpose experimental design engine. Any problem with tunable parameters and measurable outcomes works out of the box — no coding required.
Analytical Chemistry
HPLC method development
Parameters: % organic, gradient slope, flow rate, column temp
Optimize for: Resolution, peak symmetry
Cosmetics & Formulation
Emulsion optimization
Parameters: Surfactant ratio, oil phase %, homogenization speed
Optimize for: Stability, viscosity, texture score
Bioprocess
Fermentation optimization
Parameters: Temperature, pH, feed rate, media composition
Optimize for: Titer, cell viability
Materials Science
Polymer formulation
Parameters: Monomer ratio, initiator %, cure temperature
Optimize for: Tensile strength, glass transition
Food & Beverage
Recipe optimization
Parameters: Ingredient ratios, processing conditions
Optimize for: Shelf life, sensory panel score
Drug Formulation
Tablet development
Parameters: Excipient ratios, compression force, granulation time
Optimize for: Dissolution rate, hardness
The Optimization module works as a standalone purchase. Kinetics and Scale-Up are optional add-ons for chemistry workflows.
Kinetics Modeling
Fit rate constants directly from concentration-time data. Choose from a comprehensive library of built-in reaction models covering everything from simple rate laws to surface kinetics and enzyme systems. Get publication-ready plots in minutes.
- ✓Comprehensive model library covering common reaction types
- ✓Robust curve fitting that handles noisy, real-world experimental data
- ✓Semi-batch support with feed stream editor and variable-volume tracking
- ✓Reaction order analysis and catalyst behavior diagnostics
- ✓Temperature analysis with uncertainty propagation
- ✓Guided wizard walks you to the right model — no kinetics PhD required
- ✓Experiment design guides tailored to your specific reaction species
- ✓Confidence contours to quantify parameter uncertainty
- ✓Dynamic CSV templates — import your data in the format you already have
- ✓Supports QbD documentation — generate the design space and parameter justification that regulatory reviewers expect
Reactor Scale-Up
Take your fitted rate law from lab scale to pilot scale without switching tools. Arvochem calculates reactor sizing, thermal safety class, mixing scale-up, heat transfer requirements, and batch-to-continuous feasibility — all connected to your kinetics data.
- ✓Reactor sizing for Batch, CSTR, PFR, and cascade configurations
- ✓Stoessel thermal safety classification (Class 1–5) with cooling failure analysis
- ✓Mixing scale-up using constant P/V, tip speed, or Reynolds number rules
- ✓Heat transfer sizing — jacket or coil, with A/V ratio scaling
- ✓Batch-to-continuous feasibility assessment
- ✓Heterogeneous catalyst support — suspension criteria, gas holdup, mass transfer
- ✓Built-in solvent and enthalpy databases (53 solvents, 159 compounds)
- ✓Sensitivity analysis — see which parameters matter most
- ✓Monte Carlo uncertainty propagation from your kinetics fit
- ✓Process Hazard Analysis readiness tracker for safety documentation
- ✓Built for QbD — document your proven acceptable ranges and critical process parameters
Cost Estimator
Every Arvochem download includes the Cost Estimator tab at no charge. Get ballpark CAPEX and OPEX estimates without needing a process engineer.
- ✓Equipment CAPEX with CEPCI-adjusted correlations
- ✓Custom equipment types — dropdown + free-text entry
- ✓Lang factor, depreciation years, and maintenance % (all overridable)
- ✓OPEX: materials (per kg/batch), utilities (inline editor), labor, maintenance
- ✓Custom CAPEX/OPEX line items with per-batch toggle
- ✓Per-scenario notes for tracking assumptions
- ✓PDF cost report export
- ✓No subscription required — included in every download
Ready to accelerate your chemistry R&D?
Join the waitlist and be the first to know when Arvochem launches.