In Silico Modeling – AI Powered Drug Development Strategy

Drug development is complex, costly, and full of late stage risks. Most failures occur after significant investment has already been made. In silico modeling offers a smarter way forward.
Pharmatech Associates, a USP company, applies advanced digital modeling to help emerging and established biopharma companies identify risks earlier, compress development timelines, and strengthen CMC strategies. Our FDA aligned modeling services help you move with confidence, protect investments, and maximize out licensing value.

In Silico Modeling – AI Powered Drug Development Strategy
Modeling Services Tailored to Your Development Needs

Modeling Services Tailored to Your Development Needs

Every program is unique. Our modeling platform allows you to test and refine CMC strategies virtually, before committing resources. By simulating critical decisions and outcomes, we help you:

  • Predict manufacturability, scalability, and regulatory viability
  • Avoid costly pitfalls that surface late in development
  • Accelerate IND preparation, tech transfer, and clinical readiness

Whether your focus is out licensing, accelerated development, or scaling with limited resources, our team empowers you to make confident, data driven choices.

Building Regulatory Confidence With Digital Modeling

The FDA has encouraged the use of modeling and AI in drug development for nearly a decade, with hundreds of submissions referencing these tools. Pharmatech ensures your modeling strategy aligns with regulatory expectations to:

  • Anticipate and resolve CMC gaps before submission
  • Create data packages that strengthen your regulatory pathway
  • Support tech transfer and design controls that speed approval

Case Example
A small biotech reduced its development timeline by more than 60 percent using Pharmatech modeling tools. In under eight months, the program advanced from design to tech transfer, gained pre IND alignment with the FDA, and entered Phase I manufacturing without pilot scale delays

Building Regulatory Confidence With Digital Modeling

Faster Timelines and Leaner Budgets

In silico modeling drives measurable efficiencies compared to traditional approaches.
Typical Timelines

Phase Traditional With Modeling
Process Design 6 months 1–2 months
Lab Scale 4 months 1 month or skipped
Scale Up 6 months 2–3 months
Tech Transfer 4 months 1–2 months
Total 20 months 6–8 months

 

Typical Cost Savings

Drug Type Traditional CMC Costs With Modeling Savings
Small Molecule $10M $3–4M $6–7M
Biologic $50–100M $15–25M $35–75M

Ready to Accelerate Your Development With Digital Modeling

Ready to Accelerate Your Development With Digital Modeling

Whether you are preparing an IND, evaluating out licensing, or scaling for commercialization, Pharmatech Associates provides the modeling expertise to reduce risk, shorten timelines, and unlock value

Contact Us

Let’s Get Started

Our unique approach can help your company navigate the complexities of launching a drug, biologic or medical device into multiple markets. The first step? Connecting. Simply fill out our form and a representative will follow-up shortly.

1.877.787.0177

510.732.0177

22320 Foothill Blvd. Suite 330, Hayward CA 94541