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EPiQ™ · The AI workspace

Build your nextradiopharmaceutical.

Automate the pipeline from target discovery to a de-risked lead: 30+ models, reproducible workflows, no infrastructure to manage.

30+ models

Published engines and Epitorix's own

Our in-house models

The modules

Every step, one workspace.

EPiQ is Epitorix's modular AI workspace for radiopharmaceutical design. Over 30 models, published and in-house, cover target discovery, binding-site analysis, molecular generation, affinity ranking, optimization, off-target prediction, cell-type risk, organ risk and biodistribution modeling. Run any module alone, or connect them into one end-to-end workflow.

The EPiQ Projects view: a “New project” tile beside two project tiles, one a draft and one marked done, a Xenoclea button above and the module rail at left.
EPiQ workspace · Projects view · app.epitorix.com
  • Reproducible workflows
  • No-code connections
  • Transparent process
  • No infrastructure to manage

We design.We optimize.We de-risk your lead.

End to end

From first design to a development candidate.

We design your pipeline from candidate generation through affinity, stability, toxicity and biodistribution to a lead optimized for preclinical development, minimizing the risk of failure at every stage.

Generation · Affinity · Stability · Toxicity · Biodistribution · Live platform · Dashboard

From target to a preclinical candidate

DESIGN · EPiQ · XenocleaDE-RISK · PharmPhax™ · PharmacoLawADVANCE · Therapeutic Pipeline01Target02Binding-site analysis03Generation~10,000 · site- & target-specific candidates04Affinity ranking~1,000/s · molecules ranked by predicted Kd05Optimization06Off-target~1 hour · proteome-wide07Biodistribution & organ riskup to 93% · liabilities detected, retrospective analyses08In vitro10+ labs · Epi-labs, United States09In vivo validation10Translational & regulatory11Clinic
  1. Target — Design (EPiQ · Xenoclea).
  2. Binding-site analysis — Design (EPiQ · Xenoclea).
  3. Generation — Design (EPiQ · Xenoclea). ~10,000: about 10,000 site- and target-specific candidates.
  4. Affinity ranking — Design (EPiQ · Xenoclea). ~1,000/s: about 1,000 molecules per second, ranked by predicted Kd; Pearson R 0.84 for peptides in internal benchmarks.
  5. Optimization — Design (EPiQ · Xenoclea).
  6. Off-target — De-risk (PharmPhax · PharmacoLaw). ~1 hour: the whole proteome in about one hour, over 90% recall on known off-target interactions.
  7. Biodistribution & organ risk — De-risk (PharmPhax · PharmacoLaw). up to 93%: organ, cell-type and biodistribution risk; up to 93% accuracy detecting reported development and safety liabilities in retrospective analyses of radiopharmaceuticals with documented clinical outcomes.
  8. In vitro — Advance (Therapeutic Pipeline). 10+ labs: Epi-labs — over 10 labs across the United States.
  9. In vivo validation — Advance (Therapeutic Pipeline).
  10. Translational & regulatory — Advance (Therapeutic Pipeline).
  11. Clinic — Advance (Therapeutic Pipeline).
Figures from retrospective analyses and internal benchmarks; a preprint describing the evaluation is forthcoming.

How EPiQ works

We design your pipeline end to end

From generating possible lead pharmaceuticals all the way to development candidates, optimized to minimize the risk of failure at every stage.

GenerationMolecular generation
  • AffinityAffinity ranking
  • StabilitySerum stability
  • ToxicityOff-target prediction, cell-type risk assessment
  • BiodistributionBiodistribution modeling
Live platform
The Peptide Toxicity panel: a bioactivity fingerprint of five bars, Toxic at 100% and the rest near zero, over a consensus radar with three agreement gauges.
EPiQ workspace · twelve panels · UI captures, epitorix.com/epiq

Powered by literature and Epitorix

Generator engines, published and our own.

Published and in-house generators, side by side — selected per target, not defaulted to one.

AI in radiopharmaceutical design

Generator engines · ribbon-protein render · epitorix.com/epiq, colour-graded
  • BoltzProt1
  • RFpeptides
  • PepFlow
  • HYDRA
  • DiffPepBuilder
  • ColabDesign
  • BoltzGen
  • BoltzDesign1
  • CyclicMPNN
  • PepHAR
  • EpitorixRL
  • EvoDiff
  • PepTune
  • EpitorixDesignPeptide
  • EpitorixDesignPeptideSC

Epitorix in-house engine

HER2 extracellular domain with trastuzumab Fab · PDB 1N8Z · rendered from deposited coordinates

Our in-house models

We are not just combining published models. We have our own.

Architectures designed by Epitorix, trained on data we generated ourselves and validated at the bench — for peptides, antibodies, nanobodies and mini-proteins.

100%

of designs taken to the bench bound their target

In internal benchmarks; the number of designs, targets and the assay threshold are not yet published.

0.84

Pearson R, predicted vs measured pKd

Peptides, in internal benchmarks; a preprint describing the evaluation is forthcoming.

Epitorix is a research and development platform. Its predictions are not intended for patient-level or clinical decision-making.

The figures and their methods

An intact Y-shaped IgG as a pale bone ribbon, hinge in slate blue, a small violet chelator on a hinge lysine, and a ringed inset at lower left magnifying it.
IgG with one Lu-DOTA chelator on a hinge lysine, true relative scale; inset ×2.5 · PDB 1IGT, chelator built in RDKit
EPiQ workspace · drag-and-drop to the Epi-labs service · screen capture, epitorix.com/epiq

Epi-labs

Design in software. Confirm at the bench.

Experimental validation from 10+ labs across the United States, reachable from the workspace with one drag-and-drop — design and experiment in one loop.

Epitorix AI

A specialized RAG system at your fingertips.

Every model, dataset and paper in EPiQ, queryable in one place, with frontier reasoning on top.

Academic access

Eligible academics get unlimited access to Epitorix's top-tier models.

Ask about academic access

Assessment

“EPiQ™ compresses months of complex, PhD-level research into mere hours.”

“By leveraging world-class, peer-reviewed generative AI models to design lead pharmaceuticals, workflows that once took my postdocs months for a single target are now fully automated and completed in just a couple of hours. Absolutely amazing.”

Portrait of Dr. Eliot Siegel
Dr. Eliot Siegel, MD, FACR, FSIIM, DABRCo-Founder of United Theranostics

FAQ

Clear answers to common questions.

View all questions

Meet Xenoclea

Describe, rather than configure.

Xenoclea is the conversational AI orchestrator built into EPiQ. Describe your target in plain language; it plans the work across Epitorix's models and returns ranked, structure-backed designs.

Epitorix AI
  1. Epitorix AI: Welcome to Epitorix! 👋 How can I assist with your radiopharmaceutical design today?02:47 PM
Xenoclea · recorded demo · epitorix.com

Contact

Bring us a target.

A target to design against, a candidate to de-risk, or the pipeline data.

What are you working on?

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Laboratory bench · liquid handler and assay plates