Disease Modelling · AI Bioimaging · Biomimetic Tissue Design

Make the invisible
measurable.

Expert consulting in disease modelling and AI bioimaging — combining 3D biomimetic tissue design with peer-reviewed imaging tools, applied across cancer, fibrosis, and immune research.

See how we work → See our capabilities →

Years Research

Topology Analyser — Analysis Output

3D Cell–Matrix Structure

3D cell matrix — Topology Analyser output

2.3μm

Avg Pore

87%

Density

Analysis

Discover

Our Vision

Better disease models.
Clearer biological insight.

"Our goal: make the invisible biology of disease measurable, understandable, and actionable."

We believe progress in disease research depends on models that reflect actual biology. By combining biomaterials engineering, mechanobiology, and AI-driven imaging, we develop methods that turn complex biological signals into clear, interpretable data.

Fluorescence Microscopy

Fibroblast cells in 3D collagen matrix
Actin (green) · Nucleus (blue) · ECM (white)

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Biomimetic Tissue Design

3D in vitro environments that recapitulate native tissue architecture — enabling precise, physiologically relevant cell–matrix studies.

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AI-Driven Analytics

Intelligent imaging and machine learning to interpret how cells sense and respond to their environment in real time.

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Translational Focus

Accelerating research into clinical impact — across immuno-oncology, regenerative medicine, fibrosis, and drug discovery.

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Research Partnerships

Working with academic groups, clinical teams, and industry partners — across material science, cell biology, and AI-driven imaging.

Capabilities

Tools we built.
Methods we use.

Every tool we use started as a real research problem with no good solution. We wrote the code, validated it in the lab, and published the methods. These tools are what we bring to every engagement — peer-reviewed, lab-validated, and fully documented.

Bioimaging 📄 Acta Biomaterialia · 2014

Topology Analyser

Quantify tissue architecture — automatically

Converts raw microscopy images of biological tissue into precise structural measurements — pore sizes, fibre arrangement, density, and spatial patterns — extracted automatically in 2D and 3D. Applied in cancer, fibrosis, and wound healing research.

✓2D & 3D tissue structure analysis from microscopy images
✓Fully automated — no manual segmentation required
✓Derives physical measurements from optical images
✓Batch processing with structured, exportable outputs

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Bioimaging 📄 Scientific Reports · 2017

CellDetection

AI-powered 3D cell tracking — label-free

Tracks individual cells moving freely through 3D environments — without labels, stains, or manual annotation. Built to follow immune cells through native-like tissue when no tool existed to do it. Used for cell migration, invasion, and behaviour studies.

✓AI cell detection — no labelling or staining needed
✓Tracks hundreds of cells simultaneously across time
✓Speed, direction & displacement — all auto-calculated
✓CSV export & annotated video replay

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What we offer

Better science.
Faster discoveries.

We work with research teams on disease modelling and bioimaging — from experiment design to data analysis. Pick the level of involvement that fits your needs.

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Scientific Consulting

Feasibility assessment and experiment design — science-based input before you commit to a protocol.

Advisory

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Data Analysis

Send us your imaging data. Our team analyses it using Topology Analyser and CellDetection, and returns interpreted findings.

Analysis Service

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Software Licence

Access our tools directly — run Topology Analyser and CellDetection in your own lab at a basic licence tier.

Self-service

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Retrofit Development

Already have an imaging pipeline or analysis workflow? We adapt and integrate our tools to fit it — no need to rebuild from scratch.

Custom Dev

What consulting includes

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Cell–Matrix Interaction Studies

We design and quantify how cells sense, remodel, and respond to their extracellular matrix — using Topology Analyser for matrix structure and CellDetection for cell behaviour. Both sides of the interaction, in the same experiment.

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3D Disease Model Design

Tissue models that faithfully replicate the architecture and mechanical properties of native tissue — for cancer, fibrosis, inflammation, or immune response. Built for your research question, not a generic protocol.

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Bioimaging Data Analysis

Automated pipelines using our tools to extract structural, spatial, and dynamic measurements from your microscopy data — at scale, with interpreted results.

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Multi-Omics Integration

Connecting genomics, transcriptomics, and proteomics with biomechanical imaging data — linking molecular signals to physical outcomes for a complete picture of disease.

Replace Reduce Refine Our work is grounded in in vitro biomimetic methods — supporting the international 3Rs principle, recognised across 40+ countries.

Work with us

Not sure which option fits?

Tell us what you're working on — we'll suggest the right approach. Engagements range from a single feasibility review to ongoing multi-month collaborations.

✓Academic & industry research teams
✓Pharmaceutical & biotech partners
✓Individual labs & core facilities
✓Custom pipeline & tool integration

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🔬 Founder

Research experience
you can work with.

Dr. Jiranuwat Sapudom — biochemist and bioengineer, Research Scientist at NYU Abu Dhabi — brings nearly a decade of hands-on expertise in cell–matrix interactions, mechanobiology, tissue engineering, and multi-omics analysis to every engagement.

The tools we use were built in-house because nothing else was good enough. That same standard applies to every project we take on.

🧬 Mechanobiology 🧫 Tissue Engineering 🔗 Multi-Omics 🚀 Space Biology 💻 AI & Bioimaging

Meet the founder →

Make the invisible measurable.

Better disease models.Clearer biological insight.

Tools we built.Methods we use.

Better science.Faster discoveries.