Configurable. Workflow-first. Domain-agnostic.
Build, run, and showcase biotech workflows without touching code.
Activate modules, stitch them into workflows, compare in silico vs in vitro, and export workflows for clients like Croda in minutes.
Modules
11
Activatable per user
Templates
7
Domain-agnostic starter kits
Models
Registry
1st & 3rd party + uploads
Integrations
LIMS/ELN/Robotics
API + webhooks
Modules
Activate, reorder, and chain any module.
Module
Target Mechanism & Pathway Modeling
COL1A1/COL3A1 upregulation, ELN/HAS2, keratinocyte-fibroblast signaling, inflammatory markers (IL-1α, IL-8, TNF-α), multi-omics overlays, off-target irritation prediction.
Module
Molecular Design Engine
Generative peptides/small molecules/biomimetics, protein-ligand modeling, potency vs irritation scoring, scaffold engineering, lipophilicity/hydrophilicity tuning.
Module
In Silico Screening & ADME/IRR
Skin permeation simulation, QSAR irritation, photostability, degradation, solubility, formulation compatibility, AI ranking for safety/efficacy balance.
Module
Biomanufacturability Assessment
Pathway engineering, enzyme selection, cost/yield forecasting, purification complexity, carbon/energy footprint scoring.
Module
Rapid Prototyping & HT Testing
Automated synthesis, multi-dose screening, functional assays (collagen, elastin), cytotoxicity/irritation, ROS reduction, photostability assays.
Module
AI-Optimized Formulation Modeling
Emulsion stability, pH/preservative compatibility, ingredient interaction maps, texture prediction, vehicle recommendations.
Module
Preclinical Validation Suite
Fibroblast/keratinocyte assays, gene expression arrays, collagen/elastin imaging, inflammation suppression, barrier recovery, shelf-life studies.
Module
Sustainability & Lifecycle Analytics
Carbon/water/energy modeling, land-use elimination, comparative sustainability vs plant-derived retinol precursors.
Module
Scale-Up & Manufacturing
Fermentation/cell-free scale-up, purification strategies, QbD controls, batch variability prediction, shelf-stability confirmation.
Workflow builder
Saved workflow: Retinoid alternative
Step 1
1. Mechanism Discovery
COL1A1/COL3A1, ELN, HAS2, inflammatory markers, irritation risk.
Step 2
2. Molecular Design
Generative peptides/small molecules; potency vs irritation scoring.
Step 3
3. In Silico Screening
Permeation, QSAR irritation, photostability, solubility, compatibility.
Step 4
4. Manufacturability
Pathway + enzyme selection; yield/COGS/footprint forecast.
Step 5
5. Experimental Validation
HT synthesis + assays (collagen, elastin, irritation, ROS, photostability).
Step 6
6. Formulation
Stability, pH/preservative, interaction maps, texture, vehicle selection.
Step 7
7. Preclinical
Cell-line panels, gene expression, imaging, barrier recovery, shelf-life.
Step 8
8. Sustainability
Carbon/water/energy and plant-precursor comparison.
Step 9
9. Scale-Up
Fermentation/cell-free scale-up, purification, QbD, variability, stability.
Templates
Multi-industry starters
Includes the Croda-ready “Biotech Retinoid Alternative” workflow saved by the user.
Beauty
Active Beauty Product Development
Mechanism Discovery → Molecular Design → In Silico Screening → Biomanufacturability → Rapid Prototyping → Formulation Modeling → Preclinical → Sustainability → Scale-Up
End-to-end blueprint for a non-irritating retinoid alternative—ready to demo to Croda.
Pharma
Drug Discovery Hit ID
Target → Design → Screen → ADME/Tox → Preclinical
Industrial Bio
Protein Engineering
Mechanism → Sequence Design → Structure → Screen → Scale-up
Materials
Polymer/Material Synthesis
Property Targets → Polymer Design → Simulation → Formulation → LCA
Bio-manufacturing
Fermentation Optimization
Pathway → Strain Design → Fermentation → Purification → COGS/LCA
Data
Data hub & audit trail
- • Central store for structures, assays, plate data, spectra, analytics.
- • Versioning, lineage, and audit-ready logs.
- • LIMS/ELN sync plus secure API ingestion.
Models
Unified model registry
- • First/third-party models with versioning and lineage.
- • Attach models to module configs; override per workflow.
- • Upload custom artifacts; enforce role-based usage.
Permissions
Roles & tenancy
- • Admin, Scientist, Formulator, Data Scientist, Commercial (view).
- • Module-level activation plus data/model access scopes.
- • Multi-tenant + white-label theming for clients.
Integrations
Operational readiness
Demo readiness
Use the Retinoid Alternative template to demo workflows to Croda or pharma partners and let them remix modules immediately.
Future-proof
Add new modules via a manifest and handler; no re-architecture required. Plugins support third-party apps and model endpoints.
Demo variants
Quick pitch modes for Croda
End-to-End
Full pipeline from discovery → optimization → validation → formulation → scale.
Module-Only
Deep dive on strongest module (e.g., Molecular Design Engine) with live config.
Retinoid Quick Demo
Design → predicted irritation drop → predicted collagen boost → preliminary in-vitro readout.