Build smarter
purification routes, faster

ProcessDesign — Lysozyme DSP Route · Route #12 · Feasibility 94%
87.4% Yield
96.2% Purity
$1.2M CAPEX
Feed
Centrifuge
UF 10k
IEX
Spray Dry
Product
Waste
Waste
120 L/hr 98 L/hr 82 L/hr 75 L/hr 68 L/hr

Every route explored and ranked

Genetic algorithm ranks every route by yield, purity, and cost. Expert rules ensure feasibility. Results stream in real-time.

  • Diversity-preserving genetic algorithm
  • Expert engineering constraints built-in
  • Filter by selectivity, concentration, or economics
  • Streaming results — watch routes appear live
📈 Top Routes — Balanced (50 shown)
1
Centrifuge → UF 10k → IEX → Spray Dry
94%
2
Disc Centrifuge → MF → Affinity → Freeze Dry
88%
3
Depth Filter → UF 30k → SEC → Spray Dry
82%
4
Centrifuge → NF → IEX → Vacuum Tray
77%
5
Microfiltration → UF 10k → RP-HPLC
71%

Every route has a price tag

Auto-scaled cost estimation. Compare CAPEX, OPEX, and utilities across all routes. See the trade-offs in 3D space.

  • 23 operations with industry cost data
  • Power-law scaling (0.6 exponent)
  • Lang factors for installation
  • 3D plot: yield × purity × CAPEX
💰 Cost Breakdown — Route #12
Purchase
$862k
Install
$658k
Utilities
$104k/yr
Labor
$72k/yr
Total CAPEX
$1.52M
Scale: 100 L/hr ✓ Feasible route

Everything in one workspace

Feed definition to cost analysis. No spreadsheets, no external tools.

🔬

Molecule Database

70+ molecules with MW, pKa, solubility, pI, diffusion coefficients.

🌊

Real-Time Simulation

Stream-level mass balances. Concentrations, flow, pH — live updates.

🧬

Multi-Product Routes

Co-purify multiple targets. Branching outlets. Per-product yields.

⚖️

pH Tracking

Full propagation through mixing and reagents. Precipitation warnings.

📐

Expert Rules

13 constraints block infeasible designs. Chromatography prereqs, fouling limits.

📊

3D Visualization

Plot all routes in yield × purity × CAPEX space. Pick your trade-off.

Feed → Routes → Analysis

Three steps. One workspace. Zero spreadsheets.

1

Define feed

Flow rate, pH, components. Pick from 70+ molecules or enter custom.

2

Generate routes

Explore 9,000 sequences. Set yield and purity targets.

3

Select best

Compare by yield, purity, CAPEX. Export your design.

Start designing now

No installation. No spreadsheets. Just engineering.