ProxAI
Knowledge Base

Resources

Guides on bioPROTAC fundamentals, the AI design and wet-lab validation methodology behind the ProxAI engine, and how to evaluate a degrader discovery platform.

BioPROTAC Fundamentals

Guide

What Are BioPROTACs? A Guide to Genetically Encoded Protein Degraders

The definitional starting point — what a bioPROTAC is and how it differs from a conventional PROTAC.

Coming Soon

BioPROTAC vs. PROTAC vs. Molecular Glue: What's the Difference

A side-by-side comparison of mechanism, delivery, target scope, and development speed.

Coming Soon

Why Some Proteins Are "Undruggable" — and How Targeted Degradation Solves It

Why most drug discovery depends on a binding pocket, and what happens when a target doesn't have one.

AI Design & Wet-Lab Validation

Coming Soon

Inside the Loop: From 100,000 Candidates to One Validated Degrader

How the dry-lab-to-wet-lab pipeline actually runs, from candidate generation to validated lead.

Coming Soon

High-Throughput FACS Screening for Degrader Discovery, Explained

What FACS-based screening measures, and why it's the step that turns a prediction into a lead.

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Why AI Protein Design Still Needs Wet-Lab Validation

What a computational prediction can't tell you — and why cell-based confirmation still matters.

Coming Soon

Benchmarking AI Protein Design: What 0.72 Å Structural Precision Actually Means

Unpacking the structural precision benchmark and what it says about design accuracy before wet-lab testing.

Platform Evaluation

Coming Soon

In-House vs. Platform-Licensed Degrader Discovery: A Buy-vs-Build Framework

A framework for deciding whether to build discovery capability in-house or license a platform.

Coming Soon

What to Ask Before Licensing an AI Protein Design Platform

The questions worth asking before committing to a platform licensing or co-development deal.