Design Safer Biologics

Our Mission

Transforming biologic development with advanced ML.

Only 6.7 % of Phase I biologic programs ever reach approval, an all-time low that keeps falling.

Immunogenicity drives a large share of attrition, with ADA implicated in 25 % of trial failures or withdrawals.

Each miss now pushes average R&D spend above $2.7 billion & over 10 years per launched drug.

Abyx exists to invert those numbers with sequence-level risk prediction and self-optimising, privacy-preserving trials.

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How Abyx works

End-to-end intelligence from sequence to approval.

  1. 01

    Upload

    Drag-and-drop your candidate sequence and draft protocol.

  2. 02

    Enrich

    Abyx auto-adds molecular, clinical & operational fingerprints.

  3. 03

    Predict

    Build a virtual twin of your trial to forecast ADA risk, PK/PD and more.

  4. 04

    Explain

    Interactive heat-maps trace each risk to clear redesign levers.

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Purpose-built for Biologics

Purpose-built for Biologics

Trained solely on biologics data, capturing modality-specific failure modes.

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Federated by Design

Federated by Design

Hospital data never leaves its node; differential-privacy noise keeps us ≤ 1.

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Partnerships

Join the network accelerating zero-failure biologics.

Early-stage Biotechs

Early-stage Biotechs

Predict immunogenicity & adaptive trial success pre-IND. Slash time-to-clinic and de-risk fund-raising.

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Academics

Academics

Host a federated node, keep data on-prem, and unlock continuous protocol optimisation.

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CROs

CROs

Embed Abyx into your next Phase I/II study to hit recruitment targets faster and avoid surprises.

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