Molecular Binding
Predictions at Scale
Verified binding affinities, enriched with ADMet profiling, and anchored to the blockchain for immutable provenance.
WHAT YOU GET
Binding Predictions
Drug-target affinity scores generated at scale across diverse chemical space.
ADMet Profiling
Absorption, distribution, metabolism, excretion, and toxicity flags for every compound.
Blockchain Verification
Every prediction batch is Merkle-anchored to BSV for immutable, timestamped provenance.
Drug Scoring
Composite drug scores, QED, synthetic accessibility, and lead-likeness assessments.
MATHEMATICALLY VERIFIED
Unlike black-box prediction services, Axiom mathematically proves the integrity of its neural network weights using spectral geometry.
Spectral Integrity
Weight manifold crystallized and invariant across all 5 training cycles. Near-zero K3 confirms geometric stability.
Holdout Accuracy
Chirality and rotation resilience with isometry loss L_iso = 0.386. Sovereign status achieved at Cycle 4d.
Blockchain Provenance
Every prediction batch is Merkle-hashed and anchored to BSV, creating an immutable timestamped record.
DATASET QUALITY AT A GLANCE
Every compound is profiled for safety, drug-likeness, and lead potential. Here's the current quality breakdown.
THE BINDING PYRAMID
From raw predictions to elite VAULT-tier compounds — each filter narrows the field.
VALIDATED AGAINST KNOWN DRUGS
These FDA-approved compounds were independently discovered within the general population of 33,607,516+ molecules — not hand-picked. Binding scores above 0.40 indicate strong predicted affinity.
Aspirin
Ibuprofen
Caffeic Acid
Uric Acid
HOW IT WORKS
EXPLORE
Search 33,607,516+ predictions across 3 chemical categories.
EVALUATE
Full dossier per compound: binding affinity, traffic-light safety, QED, SA, Lipinski compliance, and scaffold analysis.
VERIFY
2,158 batches Merkle-hashed and anchored to BSV for immutable, timestamped provenance.
UNLOCK THE VAULT
Top 0.9% (300,466 compounds) earn VAULT status — the highest binding affinity in the dataset.
PARTNER WITH US
Axiom Vault is a partnership-only research platform. We license our discovery catalogue and predictive infrastructure to qualified pharma, biotech, and academic partners.
Or reach us through the contact form.