CONECTA® Platform

AI-Powered Discovery for Hard-to-Drug Biology

Decoration

Predictable discovery of highly effective oral medicines that do the job of biologics

The CONECTA® platform is an AI-powered drug discovery platform opening access to the vast diversity of nature-encoded chemistry, turning underexplored molecules into the predictable discovery of advanced oral therapies.

Graphic showing how Vast Chemical Diversity, Pathway Precision and Integrated Decision come together

CONECTA® Platform

Predictable path to multiple leads and DCs with diverse chemotypes and mechanisms

Untapped chemistry

We unlock access to a massive, untapped chemical space of over 3 billion unique compounds, opening entirely new opportunities for drug discovery

Biology-first approach

Our approach defines the activity profile needed to address diseases, and our ML enables the discovery of chemistry to precisely match this profile in a mechanism-agnostic way

Unlock complex targets

With our privileged chemistry and platform, complex protein targets are now within reach, including those with no known binding pockets

Untapped bioactive chemical space, unprecedented scale

We are building the world’s largest curated collection of Anthromolecule® compounds – bioactive compounds evolved by nature to have biological activity that humans have safely consumed for centuries. Inspired by their rich three dimensional structures, our proprietary platform retains the uniqueness of this diverse chemistry and evolves it to transform accessibility and broader drug-like properties for efficient discovery.

Discovering chemistry outside the realm of most traditional libraries

3B+ unique compounds

We curated a chemical space rich in three-dimensional structures, with a wider range of vectors to engage complex biology to deliver the desired effect

99% unique scaffolds

Our Anthromolecule library features molecular scaffolds with rich three-dimensional structures with bioactivity history, compelling drug-like properties and accessibility to engage complex biology with precision and selectivity

Multiple mechanisms

Within nature’s vast language is the widest range of mechanisms – from covalent binders, allosteric modulators, molecular glues, and macrocycles to protein-protein interaction inhibitors. The CONECTA® platform opens universal search to find novel solutions for complex biology

Precision pathway connections to target biology

The CONECTA® platform is powered by advanced multimodal foundation models trained on over 1 billion curated and proprietary data points and 100+ biological pathways across five therapeutic areas. By systematically mapping our massive chemical space to the complex biological drivers of disease, the platform enables predictable, repeatable discovery of breakthrough oral medicines.

The CONECTA® platform precision-matches diverse chemistry to deliver target biological outcomes with high efficiency

Image of the CONECTA Platform

Superior hit rates

Our platform demonstrates an 80X higher hit rate vs. traditional drug screening, and 9X higher even than industry-leading public machine learning models

60+ predictive models

The CONECTA® platform’s suite of more than 60 state-of-the-art drug property models enables us to deliver superior starting points for our efficient discovery advancement. These integrated models are equal to running 1,000 years of wet-lab experiments in less than two days

Hit to candidate in 24 months

Our platform dramatically accelerates programs with focused medchem, turning hits into potent and selective oral candidates in ~24 months

Integrating human and machine expertise to transform possibilities

Conventional drug discovery happens in silos. The CONECTA® platform unites our entire team of experts across disciplines – biologists, chemists, toxicologists, CMC, and drug developers – to evaluate, optimize and advance programs more efficiently and effectively.

Together with our machine learning experts, this integrated team defines a precise target candidate profile from day one, and then uses AI to rapidly uncover and advance multiple distinct, high potential drug candidates.

AI-powered integrated decisioning weighs risks, trade-offs, and benefits at once—breaking silos for better options

Graphic showing AI Powered Decisioning process

Supercharged drug developers

Our AI platform enables our scientists to define and advance precision drug profiles with efficiency and speed, and agentic tools at each step reduce operational overhead by 80%

Smarter candidates

Our honed inter-disciplinary decisions at each step enabled by AI offer drug developers unprecedented optionality to discover and advance the best possible candidates to deliver precise biological outcomes

Higher probability of success

By delivering multiple independent candidates across a range of disease targets, we aim to maximize our clinical optionality and significantly de-risk our pipeline

Raising the odds of success

Through a highly integrated, AI-driven approach, the CONECTA® platform empowers our drug developers to unearth effective, safe and accessible oral solutions that can solve the hardest biological challenges in chronic inflammatory disease.

See the productivity of the CONECTA® platform in our pipeline.

  • Superior starting points, diverse mechanisms

  • Multiple uncorrelated chemical leads and DCs

  • Clinical optionality

Montai Logo

Careers

We are growing our team of leaders, committed to finding breakthroughs to make a difference in as many lives as possible.

Legal

© 2026 Montai Therapeutics, Inc.
All rights reserved.