--- title: InsightRX Reports Record Growth In Platform Adoption By Health Systems And Biopharma Companies description: Precision dosing intelligence company tripled client base, expanded oncology focus, and developed new drug models in 2021. image: https://blog.insight-rx.com/hubfs/Precision-dosing-intelligence-company-tripled-client-base-2021-scaled.jpg --- [![InsightRX](https://blog.insight-rx.com/hubfs/insightrx_logo_white-teal.svg)](https://blog.insight-rx.com/) - For Providers - Solutions - [MIPD for Providers Explore our full solution for Bayesian model-informed dosing](https://www.insight-rx.com/mipd) - [Future of Pharmacy Learn what's next for AI in health tech, and why architecture matters](https://www.insight-rx.com/future) - Products - [InsightRX Nova Bayesian dosing (MIPD) app for bedside clinical decision support](https://www.insight-rx.com/provider/nova) - [InsightRX Apollo Real-time clinical analytics to measure outcomes](https://www.insight-rx.com/provider/apollo) - [Drug Modules Available medications for precision dosing apps](https://www.insight-rx.com/provider/drug-modules) - [For Life Sciences](https://www.insight-rx.com/life-sciences) - Overview - [InsightRX for Life Sciences Explore our solution for biopharma and clinical trial use](https://www.insight-rx.com/life-sciences) - Products - [Nova for Life Sciences Precision dosing app for clinical trial use](https://www.insight-rx.com/life-sciences/nova) - [Astra for Life Sciences AI-native environment for PK/PD modeling and simulation](https://www.insight-rx.com/life-sciences/astra) - Platform - [Continuous Learning Patented process for model retraining and improvement](https://www.insight-rx.com/platform/continuous-learning) - [Integrations Platform interoperability setup with EHRs, EDCs, and more](https://www.insight-rx.com/platform/integrations) - [Security & Regulatory Standards for product development and release](https://www.insight-rx.com/platform/security-regulatory) - [Success & Support Pharmacist-led training, onboarding, and education](https://www.insight-rx.com/platform/support) - Resources - Science - [Data Science Explore the science and learn more about our R&D](https://www.insight-rx.com/data-science) - [Scientific Publications Impactful research manuscripts with at least one InsightRX author](https://www.insight-rx.com/data-science/scientific-publications) - [How to Cite Using one of our apps? 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In 2021, the company more than tripled the number of hospitals supported by its cloud-based precision dosing intelligence platform, InsightRX Nova. By the end of the year, InsightRX had provided individualized dosing support for 119,120 treatment courses for patients undergoing a wide range of therapies—2.8 times the previous year’s total. > “In a year marked by uncertainties from COVID, we’re fortunate to have surpassed our growth expectations by continuing to support health systems and biopharma companies in optimizing the safety and efficacy of medications,” said Sirj Goswami, PhD, CEO and co-founder of InsightRX. “We are proud to collaborate with so many innovative health systems and biopharma companies in order to improve clinical outcomes for patients receiving complex medical treatments.”   Since its founding in 2015, the company has realized steady growth in the number of pharmacology models—which describe a drug’s pharmacological effect for an individual patient over time—supported by its precision dosing platform. InsightRX Nova offers more than 80 PK/PD models, including 12 proprietary models resulting from its patented continuous learning process. More than 100 new PK/PD models are currently in development. The InsightRX Nova platform uses patient-specific data, pharmacokinetic/pharmacodynamic (PK/PD) models, and Bayesian forecasting to help clinicians make optimal treatment decisions that reflect each patient’s unique pharmacological profile. Within U.S. health systems, a patient is dosed using InsightRX Nova every minute. In 2021, the platform received its CE mark, which attests that it meets the general safety and performance requirements of all relevant European medical device regulations and which is a legal requirement for entry to the European Union market. Within the biopharmaceutical industry, InsightRX Nova is used by several gene therapy companies to personalize the conditioning therapy administered to patients before cellular transplants. Biopharma companies are also using InsightRX Nova to individualize drug dosing in label expansion studies, as well as in clinical trials for new drugs undergoing clinical development. In 2021, the company has also incorporated its real-time analytics platform, InsightRX Apollo, to monitor adverse events and analyze pharmacological data during clinical trials. With a robust development pipeline, InsightRX is well on track to continue its rapid growth in 2022. A total of 64 new drug modules are currently in beta testing or under development. The company will expand its Nova platform to incorporate pharmacogenetic information, with an expected Q2 launch of a clinical decision support product designed to help clinicians use a patient’s genetic data to select an optimal drug and dose. > “As precision dosing expands to encompass more complex medications for a greater variety of indications, we will continue to innovate by developing precision medicine products to help optimize therapeutic success and reduce the risk of adverse events,” said Ron Keizer, PharmD, PhD, CSO and co-founder of InsightRX. “On our horizon is the development of new modules for biologics to treat inflammatory bowel diseases, immunosuppressants administered after solid organ transplants, and chemotherapeutic agents administered to cancer patients.” In 2022, InsightRX will also expand its oncology focus through a new [partnership with Memorial Sloan Kettering Cancer Center](https://blog.insight-rx.com/press-releases/record-growth-platform-adoption-health-systems-biopharma-companies-0), which has implemented InsightRX Nova to tailor dosing of chemotherapy drugs busulfan and fludarabine, as well as the immunosuppressant anti-thymocyte globulin, used in the administration of stem cell transplants to patients with hematological malignancies and other cancers. [milestones](https://blog.insight-rx.com/press-releases/tag/milestones) [partnerships](https://blog.insight-rx.com/press-releases/tag/partnerships) [life sciences](https://blog.insight-rx.com/press-releases/tag/life-sciences) #### On this page… **Connect with us to get the latest blog updates, instantly sent to your inbox** ## Dig deeper. Explore related articles and additional posts on the InsightRX blog. [Press Releases Jul 30, 2020 New Study Co-Authored By InsightRX Shows Model-Informed Precision Dosing Could Improve Efficacy Of Hematopoietic Cell Transplants While Reducing Toxicity](https://blog.insight-rx.com/press-releases/model-informed-precision-dosing-hematopoietic-cell-transplants-reducing-toxicity) [Press Releases Aug 27, 2024 InsightRX Announces the Release of InsightRX GEMINI Model-selection Algorithm](https://blog.insight-rx.com/press-releases/insightrx-gemini-model-selection-algorithm-release) [Media Sep 16, 2019 Model-Based TDM In Oncology](https://blog.insight-rx.com/press-releases/tdm-in-oncology) #### What We Do ##### For Providers - [Nova (Bayesian Dosing)](https://www.insight-rx.com/provider/nova) - [Apollo (Clinical Analytics)](https://www.insight-rx.com/provider/apollo) - [Drug Modules](https://www.insight-rx.com/provider/drug-modules) ##### For Life Sciences - [Nova (MIPD for Clinical Trials)](https://www.insight-rx.com/life-sciences/nova) - [Astra (AI-Powered Clin Pharm)](https://www.insight-rx.com/life-sciences/astra) - [Companion Applications](https://www.insight-rx.com/life-sciences/nova#companion-applications) #### How We Do It ##### Platform - [Continuous Learning](https://www.insight-rx.com/platform/continuous-learning) - [Integrations](https://www.insight-rx.com/platform/integrations) - [Security & Regulatory](https://www.insight-rx.com/platform/security-regulatory) - [Success & Support](https://www.insight-rx.com/platform/success-support) ##### Science - [Data Science](https://www.insight-rx.com/data-science) - [Scientific Publications](https://www.insight-rx.com/data-science/scientific-publications) #### Information ##### Resources - [Success Stories](https://www.insight-rx.com/success-stories) - [White Papers](https://www.insight-rx.com/white-papers) - [Publications Using InsightRX](https://www.insight-rx.com/publications-using-insightrx-software) - [How to Cite InsightRX](https://www.insight-rx.com/how-to-cite-insightrx-nova) ##### Blog - [All Posts](https://blog.insight-rx.com/resources) - [Product Innovation](https://blog.insight-rx.com/resources?section=product_innovation) - [Thought Leadership](https://blog.insight-rx.com/resources?section=thought_leadership) #### About - [Our Story](https://www.insight-rx.com/about) - [Leadership](https://www.insight-rx.com/leadership) - [Advisory Board](https://www.insight-rx.com/advisory-board) - [Our Customers](https://www.insight-rx.com/customers) - [Press Releases](https://blog.insight-rx.com/press-releases?section=press_releases) - [Media](https://blog.insight-rx.com/press-releases?section=media) - [Careers](https://www.insight-rx.com/careers) - [Contact](https://www.insight-rx.com/contact-us) --- ![CE marking](https://blog.insight-rx.com/hubfs/ce-mark-white.svg) InsightRX Nova is HITRUST CSF r2 certified, CE marked, and 21 CFR Part 11 compliant. Our quality management, risk management, software lifecycle, and usability engineering processes conform to ISO 13485, IEC 62304, ISO 14971, IEC 62366-1, and IEC 82304-1. InsightRX Nova is not considered to be a medical device in the U.S. and has not been submitted to the U.S. Food and Drug Administration for review or clearance. 740-05000-REC-01 · 08/2025 --- [![InsightRX](https://blog.insight-rx.com/hubfs/insightrx_logo_white-teal.svg)](https://www.insight-rx.com/) 548 Market Street #88083 San Francisco, CA 94104 --- © 2026 InsightRX, Inc. All rights reserved. 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