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Model Medicines

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Leveraging the historical compendium of drug development data and unbiased AI to create Phase II/III ready drug candidates faster

San Diego, United StatesFounded 2019Biotech & Life Sciences
Valuation $25–50M Last recorded · 2025
Headcount <100 Current team size
Total funding $10–50M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Model Medicines and the history behind them.

About Model Medicines

Model Medicines is a cutting-edge startup revolutionizing the pharmaceutical industry by leveraging advanced artificial intelligence (AI) and machine learning (ML) to discover new drugs. Unlike traditional methods that can take decades, Model Medicines aims to identify promising drug candidates in a matter of days. The company is particularly focused on creating "best in class" drugs that meet stringent target product profiles, ensuring that their discoveries have a high likelihood of making it to the clinic and pharmacy.

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The company operates in the Bio IT pharma space, which combines biological sciences with information technology to accelerate drug discovery and development. Model Medicines collaborates with world-class academic and corporate laboratories to validate their compounds, ensuring rigorous scientific standards are met. Their flagship product, MDL 001, is a pan-antiviral drug designed to combat RSV, flu, and COVID-19, addressing a critical need in today's healthcare landscape.

Model Medicines serves a diverse range of clients, including pharmaceutical companies, biotech firms, and healthcare providers. Their business model is based on partnerships and collaborations, where they provide their AI-driven drug discovery platform to accelerate the development of new medicines. They generate revenue through licensing agreements, milestone payments, and royalties from successfully developed drugs.

The company is backed by leading multi-stage investors with deep expertise in the Bio IT pharma sector, providing both financial support and strategic guidance. This backing underscores the confidence in Model Medicines' innovative approach and its potential to transform the pharmaceutical industry.

In summary, Model Medicines is at the forefront of AI-driven drug discovery, aiming to bring new, effective medicines to market faster than ever before. Their commitment to patient-centric values and technological innovation positions them as a key player in the future of healthcare.

Source: Dealroom company data

At a glance

Founded
2019
Headquarters
San Diego, United States
Sector
Biotech & Life Sciences

Investors

4 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed4 investors entered at this stage

  • 8VC
  • ParticleX
  • Irving Investors
  • Nex Cubed
Team profiled 5 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 2 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
1 countries with
team presence
🇺🇸 United States100%
1 country shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Model Medicines on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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