ProxAI
AI Generated Protein Binder

Solving the hardest therapeutic targets

ProxAI accelerates drug discovery for hard-to-drug targets by engineering custom modulator proteins that inhibit key protein-protein interactions or induce degradation. All validated in cells.

Institutional Anchors, Collaborators & Technology Ecosystems
IRCM D3 UdeM McGill Google AWS NVIDIA
Why ProxAI?

We engineer solutions for the toughest targeting challenges

Addressing the structural and functional bottlenecks holding back drug discovery pipelines from moving forward.

Expand E3 Ligases repertoire

A single E3 ligase, VHL, is expressed across many tissues in the body, causing off-target side effects and limiting tissue selectivity.

The problem:
Most PROTAC discovery programs rely on just a few E3 ligases, all expressed throughout the body, causing side effects.

Achieve Precision Targeting

Diagram showing a small-molecule ligand binding a shared domain conserved across a subfamily of related E3 ligases, causing off-target engagement and limited selectivity

The problem:
Small-molecule ligands often cross-react with closely related proteins in the same family, limiting selectivity.

Go Beyond the Reach of Small Molecules

Diagram contrasting a small molecule unable to grip a featureless protein surface on the left with a large protein-protein interface too broad to block on the right

The problem:
Many disease-driving proteins lack the defined pockets needed for small molecules to block broad, flat protein–protein interfaces.

Preserve Function Beyond Knockout

Diagram contrasting a targeted binder engaging one domain of a multi-domain protein on the left with a conventional knockout eliminating all five domains on the right

The problem:
Your target has five functional domains. You need to study one. A knockout eliminates them all.

The Solution

A ProxAI protein binder solves any of these challenges.
ONE Binder. ONE Interface. ONE modulated Function.

Services

Therapeutic Target Modulation

Binding modules and constructs are designed from structure and delivered with cellular validation.

Target Inhibition Engineering

Target Inhibition Module

Target-Recognition Protein module

A target-recognition protein is engineered to engage a chosen domain surface and designed to sterically block an extended protein–protein interface.

Blocks a single protein-protein interaction.
The target stays intact, other functions remain.
Engineered for expression, stability and solubility.

Target Degradation Engineering

bioPROTAC degrader construct

Both Halves, One Construct

A target-recognition protein and an E3 ligase binder are designed and connected by a linker to form a bioPROTAC that induces degradation of your target protein.

Recruits an E3 ligase to the target, triggering its ubiquitination.
The proteasome cleaning system degrades the target protein.
Every target protein function goes with it.

Ready to modulate your target?

Begin with a non-confidential overview of your target and program goals, at no cost and no commitment.

Schedule your target review
The workflow

FROM TARGET TO
VALIDATED MODULATORS

A connected modulator design, protein engineering, and cellular-validation workflow.

Intake 01 / 04

Submit your Target

Share your target, its biology, and desired modulation mechanism at no cost, no obligation. Expect a concrete design brief within the week.

Duration 1 week
Dry-Lab 02 / 04

Generate Candidates

We computationally design and rank modulator candidates against your target's interface. Modulators are ready for cell validation.

Duration 3–5 weeks
Wet-Lab 03 / 04

Cellular validation

We perform functional binding or degradation assays in physiologically relevant cell lines.

Duration 7–8 weeks
Delivery 04 / 04

Library Handover

Review your complete data package through our secured portal, including: sequences, structural models, cell validation results, and engineering documentation.

Duration 1 week

Have a target in mind?

Start with a non-confidential target description and program objective at no cost, no obligation.

Start My Target Review
Proof of concept

We design proteins that modulate functions in cells.

Two de novo designs against flat, previously undruggable interfaces. Each from a single design round and confirmed in live cells.

Case Study 03 · Pooled bioPROTAC Screen In progress

One binder at a time doesn’t scale.
We pool six thousand.

In collaboration with an academic partner laboratory, we are evaluating 6,000 de novo bioPROTAC variants against two undisclosed, functionally linked intracellular targets in a single pooled lentiviral CRISPR screen. Targets and biological context withheld under NDA.

6,000
bioPROTAC variants
in the pool
2
undisclosed targets
3,000 variants each
1
pooled screen
lentiviral CRISPR
Status Screen underway. Hit-rate and degradation data to follow.
Structural render of a de novo bioPROTAC variant engaging an intracellular target

Operational HQ

Montreal Clinical Research Institute (IRCM)
IRCM Building - ProxAI Headquarters IRCM Logo
01

Wet lab infrastructure

Physical lab operations embedded at IRCM in Montreal.

02

High-throughput screening

Experimental prioritization of computationally designed candidates.

03

Cellular validation

Confirms inhibition or degradation activity directly in cells.

Frequently Asked Questions

Before Starting a Program

What do you need to start?

A non-confidential target name or class, the biological outcome you want, and any constraint we should design around (E3 preference, cell line, delivery format). No sequences or coordinates at this stage.

Which target classes can ProxAI support?

Intracellular and extracellular protein targets where a structure or a confident predicted model exists.

What cellular validation is included?

Every target-binding module ships with target engagement confirmed in a mammalian cell line by flow cytometry and PLA.

What is included in the delivery package?

Binder sequence(s) in FASTA, a structural model of the predicted ternary complex (PDB), raw and analyzed validation data, expression and stability notes, and a written engineering rationale for the epitope and geometry chosen. Data is fully accessible through our secure portal.

How should confidential information be shared?

The initial form is pre-NDA. Request an NDA in the form and we return a mutual NDA within two business days before any structure or sequence is shared.

Start your project

Start with
your target.
Define the right engineering path.

Book a 30-minute scoping call to talk through your target, E3 strategy, and the right engineering path.

Book a meeting

Opens Google Calendar · 30 min · Pre-NDA

contact us

This form is pre-NDA. Please don’t submit proprietary sequences, structural coordinates, or confidential intellectual property yet — request an NDA and we’ll return a mutual one within two business days.