ProxAI
AI Generated Protein Binder

Solving the hardest therapeutic targets

ProxAI accelerates drug discovery for hard-to-drug targets by engineering custom protein modulators 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 Transbiotech NRC
Why ProxAI?

Your target isn’t the problem. The toolkit is.

Hard-target programs tend to stall at one of four walls. Find yours below, then see how we get through it.

Your degrader works everywhere, including where it shouldn’t.

3D render of many different cell types floating side by side: a neuron, a liver, a muscle fiber, an immune cell and a row of epithelial cells. Each one carries the same red degrader complex engaging its target, showing degradation happening in every tissue at once.

The human genome encodes more than 600 E3 ligases, yet most degraders recruit CRBN or VHL. Both are expressed in nearly every tissue, so degradation happens body-wide, side effects included.

Our way through We engineer binders for the E3 ligase you choose: novel, proprietary or restricted to the tissue you want to reach.

Your ligand can’t tell your target from its siblings.

3D render of a row of related sibling proteins, each with the same conserved pocket holding the same glowing small molecule, so the ligand cannot tell the intended target from its relatives

The human kinome has 518 members, most built around the same conserved ATP pocket. A ligand designed for one often hits its relatives too, muddying your data and narrowing the safety margin.

Our way through We design binders against the surface features that set your target apart from its relatives, not the pocket they share.

Your target has no pocket to grip.

3D render of a protein binder engaging a broad, flat, glowing protein surface while small molecules drift nearby with no pocket to grip

Protein-protein interfaces typically span 1500 to 3000 Ų of mostly flat surface. A small molecule covers 300 to 1000 Ų and needs a pocket to anchor in. Many disease drivers offer none.

Our way through We build binders that cover the interface itself and block it sterically. No pocket required.

A KO takes out the functions you need to keep.

A protein with five domains strung along a flexible linker, with a red binder docked on one domain while the other four stay intact. Behind it, a lifeless gray copy of the chain shows a knockout removing all five.

Your target has five functional domains and you need to study one. A knockout eliminates all five, so you can’t tell which loss caused the phenotype.

Our way through We block one domain surface. The protein stays intact and its other four functions keep working.

A ProxAI protein modulator gets through any of these walls.

Engineered against the exact surface you choose, then validated in physiologically relevant cells before it reaches you.

Recognize your target?

Bring it to a 30-minute scoping call. We’ll tell you which wall it’s up against, and whether a protein binder is the right way through.

Book a free target review
  • Non-confidential
  • No cost
  • No commitment

Prefer to write? Send us your target instead.

Services

Block it, or remove it.

Two routes, one engineering platform. Both are designed from structure and validated in cells before they reach you. Your target decides which route you need.

Route 01 · Inhibition Target-recognition protein

Silence one interaction.
The rest of the protein keeps working.

An engineered target-recognition protein docked onto one surface of a target protein, sterically blocking a partner protein from reaching that interface

We engineer a protein that binds the exact domain surface you name, then sits across it. The partner protein can no longer reach the interface, so one function goes quiet and the others stay. No pocket required.

Choose this route when
  • Your target has functions you need to keep.
  • You need to pin a phenotype on one domain, not the whole protein.
  • The interface is flat and a small molecule has nothing to grip.
Route 02 · Degradation bioPROTAC construct

Remove the protein.
Every function goes with it.

A bioPROTAC construct: a target-recognition protein and an E3 ligase binder joined by a linker, bringing the ligase to the target protein

The same target-recognition protein is joined by a linker to an E3 ligase binder. The construct brings the ligase to your target, the target is ubiquitinated, and the proteasome clears the whole protein. You choose which E3 ligase does the work.

Choose this route when
  • The protein does damage by being present, not by catalyzing.
  • Blocking one site left the phenotype standing.
  • You want the E3 ligase to be your choice, not the platform's.

Both routes include

Cellular validation

Target engagement confirmed in a mammalian cell line by flow cytometry and PLA. Not a model, a measurement.

The full data package

Sequences in FASTA, a ternary-complex model in PDB, raw and analyzed data, expression and stability notes, and the written rationale for the epitope we chose. All of it in your secure portal.

A dated timeline

12 to 15 weeks from intake to handover, with a concrete design brief in your hands inside the first week. See the four stages.

Your target stays yours

The first conversation is pre-NDA and non-confidential. Ask, and a mutual NDA comes back within two business days, before any structure or sequence changes hands.

Not sure which route your target needs? That is the call, not a reason to wait.

Bring a target and the outcome you want. In 30 minutes you leave with the route we would take, the assays that would prove it, and the timeline. If a protein binder is not the right tool for your target, we will say so on that call.

  • Non-confidential
  • No cost
  • No commitment
  • Mutual NDA in two business days
Book a free target review

Prefer to write? Send us your target instead. Either way, the next thing you get is a route, not a quote.

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

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 does a program cost, and how is it priced?

Each program is quoted as a fixed price for the target, agreed in writing before any work starts, so there is no open-ended hourly billing. The number depends on the route (inhibition or degradation), how many binders you want carried through validation, and the assays needed to prove the result. You get that quote after the scoping call, not before we understand the target.

Why ProxAI instead of a CRO or building this in-house?

A CRO runs the protocol you hand it. The hard part here is deciding which surface to engage and what geometry will work, which is the part we do and document. Doing it in-house means standing up a generative design stack and a wet lab that can validate its output, then keeping both busy. We are already paired: designs are generated computationally and confirmed in cells in our own lab at IRCM, and you engage one program at a time.

When is ProxAI not the right choice?

Three cases. If you need an orally available small molecule in the clinic, a protein binder is the wrong format. If there is no experimental structure and no confident predicted model of your target, we have nothing to design against yet. And if your target is extracellular and a catalogue antibody already does the job, buy the antibody. We will tell you which of these applies on the call rather than after a purchase order.

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 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 where you can visualize your protein complexes and download the files.

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.

Question we didn’t answer?

Ask it on the scoping call. Thirty minutes, pre-NDA, and you leave with a route for your target whether or not you work with us.

Book a free target review

Prefer to write? Send us a message instead.

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.