Protein + molecular context
Explore structures, ligands, pockets, waters and interaction context inside the research workflow.
AIOTOR Medical Twin — Molecular Research Intelligence
Molecular structures, ligand and pocket context, simulation, analysis, evidence, hypothesis and validation workflows for biomedical research and education.
MEDICAL TWIN · RESEARCH + EDUCATION
Explore molecular behavior. Build evidence. Advance research together.
Bring molecular structures, ligand and pocket context, simulation, time-linked analysis, hypotheses, validation and reproducible reporting into one connected biomedical research environment.
THE AIOTOR RESEARCH WORKSPACE
Not a protein viewer. A connected scientific investigation environment.
Move from molecular context to time-linked observation, evidence, hypothesis and validation while keeping the scientific record reviewable.
Molecular structuresLigand + pocketWater interactionsEnergy + metricsEvidence historyHypotheses
AIOTOR BIOMEDICAL RESEARCH PLATFORM
Six connected capabilities. One research workflow.
Use a common workspace to move from molecular context and simulation to analysis, hypotheses, validation and a reviewable scientific record.
Scientific experiments in motion
Configure experiments, observe evolving molecular state and retain the trajectory for comparison.
Understand what changed
Compare time-linked measurements, structural changes and scientific events in context.
Question → evidence → next test
Keep mechanisms, supporting evidence, conflicting observations, unknowns and next tests together.
Reproducible scientific record
Preserve experiment context, supporting evidence, reports and a reviewable research history.
Validation before claims
Separate observation, simulation output, hypothesis and validated conclusions through controlled review.
ACADEMIC ACCESS · INSTITUTIONAL SUBSCRIPTION
Bring Medical Twin into teaching and research.
AIOTOR is inviting universities, medical colleges and research institutes to use Medical Twin for molecular-science education, faculty research and postgraduate projects through institutional access.
Research subscription
Provide faculty and approved learners with a shared molecular research environment for structures, simulation, analysis, hypotheses and evidence review.
- Department or institutional access
- Research and teaching workflows
- Reproducible reports and exports
Teach with real scientific context
Use guided molecular examples to teach structure, interactions, trajectories, RMSD, RMSF, radius of gyration, SASA, energies and scientific interpretation.
- Faculty-led demonstrations
- Student and postgraduate projects
- Evidence-aware scientific learning
Move from question to evidence
Keep molecular observations, analysis, hypotheses, validation results and research reports connected through the life of a project.
- Hypothesis and next-test workflow
- Validation and qualification work
- Shareable scientific reporting
Interested in using Medical Twin at your institution?Tell us your department, research area and expected number of researchers or learners. We will scope institutional access with you.
Request academic subscription ↗SCIENTIFIC CONTINUITY
From a biomedical question to reproducible evidence.
The platform keeps molecular state, measurements, interpretation and validation connected without presenting them as the same level of scientific truth.
CLINICAL RESEARCH + CRO VALIDATION COLLABORATION
Help us evaluate, validate and improve Medical Twin.
AIOTOR is inviting clinical-academic teams, hospitals, CROs and validation organizations to work with us on appropriately governed studies that test where the platform is useful, where it needs improvement and what evidence is required before any future clinical use.
Clinical-academic research
Collaborate on research questions, retrospective or prospective study design where appropriate, multidisciplinary review and evidence generation under institutional oversight.
Discuss a research study →Validation program design
Work with AIOTOR on protocol design, endpoints, study operations, monitoring, statistical planning and reproducibility for structured validation programs.
Partner as a CRO →Independent evaluation
Challenge molecular, analytical and reporting workflows against appropriate reference methods, known-answer controls and independent research processes.
Discuss independent validation →Research use-case collaboration
Explore carefully scoped molecular and translational research workflows and help prioritize capabilities that are valuable in real research programs.
Explore research collaboration →RESPONSIBLE SCIENTIFIC POSITIONING
Research ambition with an explicit clinical boundary.
AIOTOR Medical Twin is currently offered for research, education and clinical-academic evaluation. It is not presented as a validated diagnostic system or treatment recommendation tool. Any study involving patients or future clinical decision-support, diagnostic or treatment-linked use must proceed under appropriate institutional oversight, ethics review, scientific validation and applicable regulatory requirements.