Built by people who have
been in the lab.
module3 AI was founded on a simple observation: the tools biopharma teams rely on every day were not built by people who understand drug development. We set out to change that.
10+
drug approvals
across synthetic and biologic modalities
60+
combined years across biopharma,
AI research, and enterprise technology
1
mission: AI that works
the way drug development actually works
Built by people from
Pfizer
Amgen
J&J
Teva
Mylan
Bell Labs
HP Labs
LinkedIn
Databricks
TCS
Applied MaterialsPfizerAmgenJ&JTevaMylanBell LabsHP LabsLinkedInDatabricksTCSApplied Materials
We knew there had to be
a better way.
After years working inside biopharma organizations, the same frustrations kept surfacing: powerful scientists spending their days navigating clunky systems, quality teams buried in administrative work, and critical knowledge locked inside tools that made it harder to find than to recreate.
module3 AI exists because those problems are solvable. The technology exists. What was missing was a team that understood both the science and the systems deeply enough to build something that actually fits the way drug development works. That is what we set out to do.
Domain expertise first
Every product decision starts with a question: does this make sense for someone developing a medicine? Not someone managing software.
We work with you, not at you
Our solutions are configured around how your organization operates. We engage closely with every customer to make sure what we deliver fits their reality.
Compliance is not optional
Having lived through audits and inspections, we built compliance into the core of everything we make - not as a feature, but as a foundation.
The people behind module3 AI
Roy brings 15 years of experience driving successful drug development from discovery to commercialization, working across Fortune 500 biopharma companies and high-growth startups. His career spans more than 10 drug approvals across synthetic and biologic modalities, a breadth of hands-on experience that directly shapes every product decision at module3 AI.
Led complex, global R&D projects and authored critical regulatory submissions that resulted in the global launches of multiple medicines, including bispecific T-cell engagers, biosimilars, mRNA vaccines, and small molecules.
Drove digital transformation across lab and manufacturing operations, bridging the gap between scientific practice and modern technology.
Omkar brings 13 years of experience turning complex technology concepts into production systems at scale. His track record spans the full arc from early architecture to commercial launch, leading global software programs, designing the systems that underpin modern AI services, and guiding organizations through major platform transformations.
Led complex, global software projects and authored critical architecture designs that resulted in the launch of innovative AI services, delivering on both technical ambition and business outcomes.
Instrumental in migrating multiple large-scale data platforms to Databricks across FinTech, SaaS, and telecom - bringing that enterprise data infrastructure expertise directly to biopharma.
Ram is one of the most credentialed applied mathematicians working in AI today. With a career spanning Bell Labs, HP Labs, LinkedIn, and two AI startups, he brings over three decades of research and engineering leadership to module3 AI, covering everything from foundational theory to production-scale machine learning.
Fluid Inference Chief Scientist; Co-founded Brevian (agentic AI); LinkedIn Senior Director Trust AI managing 180 engineers; HP Labs 17-year research leader; Bell Labs alumni across cryptography and computational biology.
Pioneered small language models for local devices - enabling cost-efficient, privacy-preserving AI that directly informs module3 AI's responsible-by-design architecture.
TJ
AI/ML Engineer & Biopharma Domain Expert
TJ is a rare combination: a technically rigorous AI and machine learning engineer who has spent his career deeply embedded in biopharma. With six years building and deploying ML systems across drug development workflows, he understands not just what the models do, but what they need to do to be trusted inside regulated environments.
Designed and shipped ML pipelines for clinical and preclinical data environments, translating complex biological signals into decision-ready intelligence for drug development teams.
Brings biopharma domain fluency that bridges scientific rigor with modern AI - ensuring the models module3 AI builds are grounded in how biology and regulation actually work.
Prav
AI/ML & Full Stack Engineer
Prav brings a rare breadth of engineering discipline, equally at home designing intelligent ML systems and architecting the enterprise-grade platforms that carry them to production. His experience spans building robust, scalable full stack applications that bring AI capabilities directly into the workflows that organizations depend on.
Built and shipped end-to-end AI features across complex enterprise platforms - owning the entire stack from model integration to user-facing experience with production-grade reliability.
Deep expertise in designing scalable system architectures that meet enterprise security, compliance, and performance standards without sacrificing the developer and user experience.
Subu
AI/ML & Full Stack Engineer
Subu is a seasoned engineer who combines deep machine learning expertise with a strong command of full stack enterprise development. He has a track record of delivering AI-powered systems that are not only technically sound but built to meet the demands of complex organizational environments - secure, auditable, and scalable by design.
Architected and deployed full stack platforms that serve as the backbone for AI-driven workflows in high-stakes enterprise settings - from data ingestion through to intelligent output delivery.
Brings a systematic, detail-oriented approach to software delivery - ensuring that every component of the module3 AI platform performs with the precision and reliability that regulated industries require.
Christian has built his career around one conviction: that technology only delivers value when the people using it feel genuinely supported. With experience spanning multiple industries and years of customer-facing leadership, he brings a calm, knowledgeable presence to every engagement - ensuring that no module3 AI customer ever has to figure things out alone.
Partners with customers from day one - through onboarding, adoption, and long after go-live - with a hands-on approach that turns complex implementations into confident, self-sufficient teams.
Brings cross-industry perspective from enterprise technology, life sciences, and regulated services, translating that breadth of experience into practical guidance for biopharma customers navigating AI adoption.
Jess is the kind of person who remembers not just what a customer needs today, but what they'll need six months from now. With extensive experience across pharmaceuticals, biotech, and enterprise software, she brings both strategic perspective and genuine warmth to every relationship - turning customers into long-term partners who feel the difference from their very first interaction.
Champions the customer voice internally - ensuring that every product improvement, every workflow refinement, and every new capability is shaped by the real experiences of the people using the platform.
Proactively guides customers through every milestone - from initial onboarding through to full-scale deployment - with a responsiveness and personal investment that consistently sets a new standard for enterprise support.
Backed by deep domain expertise
Behind module3 AI is a growing network of seasoned biopharma professionals - scientists, regulatory specialists, quality leaders, and clinical operations veterans - who bring decades of firsthand experience to the problems we are solving.
Numerous Domain Experts
Our advisor network spans R&D, clinical, regulatory, quality, and manufacturing, drawing from emerging biotechs, mid-size companies, Fortune 500 organizations, and leading academic institutions. These are people who have lived the exact challenges our platform is built to solve.
Embedded Biopharma Perspective
Their collective insight shapes every product decision - ensuring what we build reflects the reality of how drug development organizations actually operate, not how outsiders imagine it does.
AI for Every Biopharma Company
We believe powerful AI should not be the exclusive domain of the largest organizations. Our mission is to make intelligent, compliant, purpose-built AI accessible to every biopharma company - from global enterprises to emerging biotechs.
AI that works for drug development
should be within reach of everyone building medicines.
Whether you are a 50-person biotech navigating your first regulatory submission or a global pharmaceutical organization managing hundreds of concurrent programs - module3 AI is built to meet you where you are and grow with you.
Ready to bring AI into your drug development workflow?
Get in touch