Biological models to predict drug response in clinical trials and in individuals

01 — Market Opportunity

Massive market with systemic inefficiencies

The pharmaceutical industry faces unprecedented challenges with high failure rates, escalating costs, and lengthy development timelines creating massive opportunities for innovation.

$2T
Global pharmaceutical market
Expected to reach $2 trillion by 2030
90%
Drug failure rate
Current industry standard we aim to reduce
10-15 years
Average development time
Time and cost we can significantly compress
$2.6B
Average drug development cost
Per successful drug brought to market

02 — Competitive Advantages

Unique biology-first approach

Our platform starts with the structure of the drug, modeling its mechanistic interactions with the human body, to deliver superior prediction accuracy.

Proven Performance

Our model achieved ~85% accuracy when predicting the outcomes of recent Phase II and Phase III trials, demonstrating state-of-the-art results with validated improvements over industry baselines.

Biology-First Approach

Unlike competitors who focus on commercial factors, we predict trial outcomes using predicted biological activity, physicochemical properties, and target-disease evidence.

Comprehensive, Curated Data Assets

Integration of millions of preclinical assay results, including proprietary data, with ~150,000 clinical trials

Generalizable, Scalable Tech

The model achieved high accuracy on first-in-class drugs, generalizing to novel molecules with limited information in the public domain.

03 — Investment Documents

Legal and regulatory filings

Access our latest SEC filings and regulatory documents for comprehensive investment due diligence.

Form C

Official SEC filing document providing detailed company information, business model, financial statements, and investment terms for our current funding round.

Filing Date: August 1, 2024 Document Type: SEC Form C File Size: 1.5 MB

Form C-AR

Annual progress report providing updates on business developments, financial performance, use of funds, and significant corporate events since our last filing.

Filing Date: April 30, 2025 Document Type: SEC Form C-AR File Size: 1.2 MB

Important: These documents contain forward-looking statements and are intended for qualified investors only. Please review all risk factors and disclosures before making any investment decisions. Past performance does not guarantee future results.