Molecule registry
Every curated molecule, searchable and filterable. Search matches name, aliases, target,
disease, modality, mechanism, model, campaign, paper, and BioTender notes. Toggle Card /
Table / Pipeline views. Click any record for the full provenance-traced detail panel.
Design campaigns & funnels
Each campaign is a documented design effort: models used, generation / selection / filtering
methods, and the generated → selected → tested → confirmed funnel. Funnel stages
render only where counts are reported in the primary source; missing counts show
Unknown and no success rate is invented.
Therapeutic asset tracker
Named development assets (preclinical → clinical) with an AI-linked origin. Each is placed
at its verified stage. Clinical stages require a real trial record; the AI role is graded
separately and is often weaker than the trial status — both are shown so the distinction
stays visible. Discontinued and failed assets remain listed.
Molecule lineage
Families and descent: starting points, scaffolds, optimization series, and the assets molecules
became. Trees are drawn from recorded relationships (developed_as, co_designed_with,
scaffold_platform_for, methodological_precursor_to). Where descent is not documented, it is not
drawn.
Model → molecule graph
Which AI models produced which molecules, via which campaigns. Focus on a single model to see
its downstream molecules and the campaigns that link them. Edges reflect recorded
generated / used relationships only.
Organizations
Academic labs, institutes, and companies, with the molecules, models, campaigns, and assets
attributed to each in this registry.
AI models & evidence
The AI models and methods behind the molecules, with code / weights availability and the
molecules and campaigns that used them. Availability is recorded as stated by the source, not
assumed.
Clinical tracker
Assets with registered human trials. Trial IDs link to ClinicalTrials.gov. Trial status is a
VERIFIED registry fact; the AI-design contribution is graded independently and may be
DERIVED or weak — a high trial phase does not upgrade the AI attribution.
Failures, pauses & discontinuations
Negative and discontinued outcomes are first-class records. Distinguishing a molecule-level
failure from a strategic/portfolio decision matters; each is typed and sourced, and stays
visible rather than being quietly dropped.
Partnerships & licensing
Publicly reported collaborations, options, and licensing deals tied to these assets. Where only
a company press release exists, the record is DERIVED and flagged — never treated as
peer-reviewed fact.
End-to-end pipelines
Multi-stage design pipelines (chained models and steps) documented as a named workflow in a
primary source, distinct from single-model campaigns.
Evidence & attribution dashboard
How strong is the record, in aggregate? Distributions of evidence level (E0–E5), AI
contribution (A0–A5), attribution strength, structural evidence, and provenance tags —
all computed from the embedded data.
Data-quality dashboard
The registry auditing itself: field completeness, Unknown coverage, sourced-field counts,
recorded conflicts, and the human-review queue. Gaps are shown honestly rather than hidden.
Compare molecules
Select 2–4 molecules for a side-by-side field comparison. There is
no universal winner: these targets, modalities, and evidence depths are not
commensurable, so this is a comparison, not a ranking.