OncoGon
From Discovery to Impact
An integrated oncology research platform connecting discovery, 3D tumour intelligence, scientific AI, evidence governance, and technology transfer.
TNBC Spheroid Model
Illustrative high-content optical representation designed to visualize 3D spheroid morphology and exploratory response kinetics.
OSIEL Recommendation
Candidate model shows a prioritised response profile. Dual mechanism hypothesis proposed for human investigator review.
Mechanistic Score: 0.92 (Illustrative)Governance Gate
Human scientific review workflow. Tier-2 data-room disclosure pending formal committee sign-off.
Review Workflow PendingFrom Discovery to Translational & Commercial Impact
A unified research architecture connecting early phenotypic discovery to technology transfer workflows with human-in-the-loop governance.
Discovery
Manage small molecules, biologics, and PROTAC candidates with target annotations and molecular lineage.
Triage
Multi-parametric algorithm scoring evaluating commercial feasibility, assay feasibility, and clinical need.
3D Validation
Patient-derived organoid and spheroid 3D assays with confocal z-stack imaging and volumetric measurement.
Scientific Review
Independent human-in-the-loop tumour board evaluation, cross-lab verification, and ethical oversight.
Qualification
Compile structured qualification dossiers linking assay datasets, protocol logs, and investigator review notes.
Industry
Controlled data-room workflow designed for governed partner diligence and future backend-enforced access controls.
Deep Capabilities for Translational Oncology
Purpose-built modules supporting the entire laboratory lifecycle with standardized protocols and scientific workflows.
Assets Library
Centralized registry designed to support oncology candidates, target classes, and candidate modalities. Workflows for candidate organization, with future backend integration planned for chemical structures, synthesis batch records, and automated IC50 curves.
Experiments & Assays
Digital protocol management and workflow for multi-well plate layout setup (96/384-well formats) and dose-response matrices, designed to support experimental replicate tracking and future automated normalization pipelines.
Confocal & Optical Imaging
Workflow for multi-channel fluorescence and brightfield imaging ingestion. Designed to support z-stack navigation, optical channel inspection, and microscopy metadata organization for 3D culture models.
Segmentation & QC
Workflow for spheroid boundary review and manual mask refinement, designed to support future scientific integration for automated signal-to-noise validation and operator variance audits.
Response Analysis
Designed to support comparative visualization of drug cytotoxicity trends, spheroid shrinkage kinetics, and exploratory sub-population viability profiles across combinatorial treatment arms.
3D Tumour Intelligence
Interactive 3D mesh visualization designed to support spatial volumetric analysis of hypoxia gradients and vascular penetration within intact 3D organoid models as backend scientific engines integrate.
OSIEL: Oncology Scientific Inference & Evidence Linking
A scientific intelligence workspace designed to connect research evidence, hypotheses, uncertainty, provenance, and human-reviewed recommendations.
“Explore mechanistic hypotheses for OGC-2401 synergy with PARP inhibitors in TNBC spheroid models.”
Preliminary candidate data suggests potential pathway interaction with PARP inhibition in TNBC spheroids. Exploratory rationale indicates downstream cell-cycle stress. Wet-lab replication and human tumour-board appraisal required.
Scientific Governance & Evidence Provenance
Human-controlled scientific review, evidence provenance, qualification, disclosure, and access workflows.
Human-in-the-Loop Review
Every computational hypothesis, qualification decision, and biomarker suggestion requires human scientific evaluation and sign-off.
Dual-Custody Sign-Off
Milestone progressions support multi-investigator reviews and department lead concurrence workflows.
Evidence Provenance Logs
Audit histories link raw imaging runs, segmentation masks, parameter sets, and investigator review notes.
Institutional Protocol Support
Workflows designed to align with institutional review boards, ethical charters, and academic research standards.
Research to Technology Transfer
Controlled data-room workflow designed for governed partner diligence and future backend-enforced access controls.
Qualified Assets & TTO Packages
Organize laboratory records into standardized qualification packages. Summarize target pharmacology, study histories, reproducible spheroid data, and commercial readiness indicators.
Controlled Industry Data Rooms
Controlled data-room workflow designed for governed partner diligence and future backend-enforced access controls. Share illustrative preclinical packages under defined review tiers.
Connected Oncology Research Networks
Designed for universities, cancer institutes, and research consortia to coordinate multi-centre studies with institutional autonomy.
Accelerate Preclinical Oncology Discovery
Explore the unified operating system connecting phenotypic cancer discovery, 3D tumour models, governed AI reasoning, and biopharma partnership.