The Cortex
Vardhnova's research
intelligence layer.
Every R&D project at Vardhnova is supported by a proprietary intelligence system that connects scientific literature, structured databases, process parameters and computational models.
It doesn't replace scientists — it makes them faster, more accurate, and more confident. Cortex + Scientific Team. Not AI instead of scientists.
System Architecture
A layered intelligence system
Cortex is built in layers — structured scientific knowledge at the base, computational modelling on top, and AI-assisted research intelligence above that. Each layer is labelled with its honest maturity.
Scientific Knowledge & Data
The structured foundation — curated scientific data, literature and domain knowledge the rest of the system reasons over.
Scientific Literature
Structured access to a large corpus of scientific records, parsed and applied to the specific research problem.
Knowledge Graph
Biological, chemical and process entity relationships mapped and queryable, surfacing cross-domain connections.
Process & Materials Data
Industrial process parameters, ingredient properties, microbial and fermentation reference data.
Computational Modelling
Where data becomes prediction — bioinformatics and computational models narrow the solution space before physical work.
Predictive Modelling
Models for stability, yield, kinetics and process performance, checked against empirical data where available.
In-Silico Screening
Virtual evaluation of candidate directions to prioritise what is worth developing physically.
Bioinformatics
Sequence, structure and pathway analysis applied to biological development problems.
Research Intelligence & AI
AI and LLM integration accelerate research synthesis and decision support — always under scientific review.
Research Automation
Automated literature analysis, hypothesis generation and gap identification to compress research time.
Digital Twin / Simulation
Process simulation to reduce failed physical trials. An actively developing capability, applied where mature enough.
Decision Support
Confidence-scored, evidence-attributed outputs — every recommendation traceable to source data.
Important context
Cortex supports scientists.
Scientists make the decisions.
Cortex provides research intelligence, literature synthesis, computational modelling and decision support. The scientific team applies judgement, domain expertise and accountability to every project. We don't claim AI replaces scientific expertise — it augments it.
Cortex is not a public product — it is the intelligence infrastructure behind every project Vardhnova delivers.
To use Cortex, start a project with Vardhnova.
Start a Research Project