Find the model that fits the question.
Resolve hypotheses into coherent cells, assays, pathways, controls, readouts, and evidence.
Sembiotic turns omics, imaging, pathways, protocols, operations, and outcomes into ranked biological meaning.
Resolve hypotheses into coherent cells, assays, pathways, controls, readouts, and evidence.
Rank mechanisms, biomarkers, cohorts, targets, models, and next experiments in one field.
Route samples, lots, instruments, cold chain, quality, vendors, customers, and CAPA.
Private fields, APIs, enterprise workspaces, data products, and biological services.
Resolve an objective into a coherent model, assay, control, and validation system.
Pre-embed biological objects once. Embed only the new question. Measure coherence across the full private field.
Sembiotic gives each biological object—data, image, pathway, cell state, protocol, product, experiment, shipment, or decision—a stable coordinate in one measurable space.
Genomics, transcriptomics, epigenomics, proteomics, metabolomics, single-cell, and multi-omics.
Signals → stateMicroscopy, pathology, spatial biology, ultrastructure, image features, and treatment response.
Images → meaningPrimary cells, stem cells, neurons, immune systems, organoids, co-cultures, and engineered models.
Models → fitReporter vectors, proteins, CRISPR, compounds, assays, readouts, mechanisms, and controls.
Function → mechanismPatient profiles, disease states, biomarkers, targets, cohorts, clinical evidence, and safety.
Evidence → programHypotheses, protocols, compatible components, resource constraints, validation, and follow-up.
Question → systemLIMS, ELN, inventory, instruments, vendors, cold chain, quality, complaints, and CAPA.
State → decisionWorkspaces, APIs, federated fields, data products, partner systems, and governed deployment.
Field → platformBiology produces more data than any team can interpret coherently. Sembiotic makes the complete state searchable, measurable, and operational.
ARBITER encodes the field once, then measures every incoming biological question against the same geometry. The result is a ranked, reproducible structure that can run privately on ordinary hardware.
The same field can power internal research, customer-facing products, scientific services, operational control, and new enterprise intelligence lines.
Rank models, pathways, assays, controls, protocols, products, and readouts against the complete objective.
Connect omics, imaging, cell states, phenotypes, lots, protocols, evidence, and outcomes in one space.
Move from statistical output to ranked identity, state, mechanism, validation, and next experiment.
Resolve molecular and phenotypic profiles against the most coherent models, pathways, biomarkers, and programs.
Route inventory, quality, samples, instruments, cold chain, vendors, budgets, customers, and CAPA.
Deploy a governed biological meaning layer across teams, datasets, products, partners, and customers.
Bring a field online. Encode the objects that matter. Ask the complete biological question.
Enter the live field →