One to Millions

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Overview

The Problem

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Science has moved faster than the systems designed to evaluate it.  

Breakthrough modalities like antisense oligonucleotides, gene editing, RNA therapies, and cell-based therapies now make it possible to design treatments for a single patient. Yet the regulatory and reimbursement systems governing development were built for population-scale medicines.

The result: a growing gap between what science can achieve and what the system can deliver.

The Solution

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One to Millions is a new initiative led by Critical Path Institute to modernize how advanced therapies are developed, evaluated, and reimbursed.

Anchored in FDA’s evolving frameworks, and aligned with emerging global regulatory science approaches, One to Millions is built on a centralized, regulatory-grade data platform that integrates:

  • Preclinical, clinical, and real-world evidence
  • Manufacturing standards and quality systems
  • Quantitative regulatory tools and biomarkers
  • Longitudinal patient registries
  • Early and sustained payer engagement

The Impact

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A new regulatory framework that enables therapies to scale predictably to move from one patient, to many, to millions. This initiative is designed to create a scientifically grounded and economically sustainable pathway, trusted by regulators, while preserving the rigor and credibility essential to therapeutic innovation.

FAQs

What is One to Millions? FAQ Icon

One to Millions is a global initiative designed to make highly personalized medicines, like therapies tailored to a single patient, scalable and accessible to many more people. Today, science allows researchers to create treatments for individuals based on their unique genetic makeup, but there’s no practical system to develop and deliver these therapies at scale. One to Millions aims to change that by building a collaborative framework where data, tools, and expertise are shared across organizations. This allows each individual treatment to contribute to a larger body of knowledge, so future patients can benefit faster and more efficiently, turning one-off breakthroughs into a repeatable, scalable model. Read more about One to Millions from this informative BioCentury article, Critical Path Institute Aims to Bring Scale to Individualized Medicineshere.

Why aren’t individualized therapies already widely available? FAQ Icon

While technologies like ASOs and gene editing can be tailored to individual patients, the development and regulatory systems are still built for large populations and traditional clinical trials. This creates a fundamental mismatch that prevents scalable adoption.

What is One to Millions aiming to achieve? FAQ Icon

The initiative aims to create a scalable framework for developing and evaluating individualized therapies by integrating data, advancing analytics, and enabling collaboration across stakeholders.

How is this different from current approaches? FAQ Icon

Current approaches are largely one-off and siloed. One to Millions creates a continuous learning system, where each therapy contributes to a growing body of evidence that informs future development.

What is meant by a “process-based” regulatory model? FAQ Icon

Instead of evaluating each therapy from scratch, regulators can assess therapies within a validated framework. This allows for more efficient review, focusing on what is novel rather than revalidating known components.

 

How will data sharing work? FAQ Icon

Data is shared within a secure, precompetitive environment managed by C-Path. Companies contribute data, and C-Path develops tools based on aggregated insights. Companies benefit from these tools without accessing each other’s data.

Why start with ASOs and gene editing? FAQ Icon

These technologies are well-suited for individualized applications and have sufficient scientific and clinical grounding to serve as initial use cases for building scalable frameworks.

How does this benefit patients directly? FAQ Icon

It creates a pathway where patients no longer depend on isolated, resource-intensive efforts. Instead, each patient’s experience contributes to a system that accelerates future therapies.

What does this mean for pharmaceutical companies? FAQ Icon

It enables a viable business model by reducing uncertainty, shortening development timelines, and allowing companies to build on shared knowledge rather than starting from scratch.

Is artificial intelligence central to this initiative? FAQ Icon

AI is an important tool for analyzing complex datasets, but it is part of a broader toolkit that includes multiple analytical and scientific approaches.

What does success look like in the near term? FAQ Icon
  • Establishing a collaborative framework
  • Launching initial data integration efforts
  • Engaging founding industry partners
  • Beginning development of shared tools and standards
What is the long-term vision? FAQ Icon

A healthcare ecosystem where individualized therapies can be developed and delivered routinely, supported by a scalable, data-driven, and globally aligned framework.

Are there any resources available to learn more? FAQ Icon

Yes, you can view C-Path’s initial webinar on this initiative, here on our YouTube channel.

Partner with Us

Interested in partnering with One to Millions?

Contact us to learn how organizations can contribute to shaping the future of advanced therapy development. The era of individualized medicine has arrived and C-Path is building the system needed to deliver it at scale.

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