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Atorus Research
@atorusresearch.com
Your Complete Data Solution
https://www.atorusresearch.com/
In 2025, Atorus delivered 18 presentations at conferences, covering everything from the design ethics of Shiny apps and the future of AI. Read more: tinyurl.com/3kckkn99

#DataThatDoes #Atorus #ClinicalDataAnalytics
Leading the Evolution of Clinical Data Analytics in 2025 | Atorus Research
Atorus’ Year in Review   2025 was a decisive year for clinical data analytics, and Atorus was at the center of the conversation. Our team took the stage...
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February 18, 2026 at 4:26 PM
Is AI development perfect? No. Can it be helpful? Absolutely. We believe in transparency. Here are the "Flaws and All" from our Kiro stress test. (contd.) #AI #RealTalk #TechReview
February 16, 2026 at 6:59 PM
Too many teams spend more time on documentation than on building actual confidence in their data. Join Atorus Unscripted to hear:
• Validating tools vs outputs
• Avoiding re-validating
• Where AI adds values
• How to design checks that scale

Register: tinyurl.com/3f9u7vt3
#OpenVal
Welcome! You are invited to join a webinar: Validation Without Theater: Checks, Trust, and Automation. After registering, you will receive a confirmation email about joining the webinar.
This unscripted conversation explores how validation can build trust without drowning teams in paperwork. Ashley, Maya, and Aga discuss how teams can move beyond performative validation and focus on w...
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February 13, 2026 at 2:16 PM
Love R and Python but struggling with validation at scale? We helped a top pharma org build a fully compliant, scalable open-source ecosystem. See the blueprint in our latest case study: tinyurl.com/3fw7wmaf

#DataThatDoes #Atorus #OpenSource #RStats #OpenVal
Scaling Open-Source Analytics Case Study | Atorus Research
See how a global pharma sponsor scaled open-source analytics: 500+ validated R packages, 40% faster reporting, submission-ready documentation.
www.atorusresearch.com
February 11, 2026 at 3:04 PM
The biggest problem with AI coding tools? Context. Most LLMs guess. Kiro plans. Here is how "Spec Mode" changed the game for our latest #RStats refactor. (contd.) #AI #SoftwareArchitecture
February 11, 2026 at 2:19 PM
Program SDTM datasets in R with our Spring Coaching Series! Join us March 11, 9-11 AM ET for hands-on training in sdtm.oak: basic techniques, common variables, and findings programming. Seats fill fast! Register: academy.atorusresearch.com

#AtorusAcademy #SDTMProgramming #RStats #PharmaVerse
February 9, 2026 at 7:32 PM
Two weeks of expert development time. Vs. 6-8 hours with an AI agent. We stress-tested Kiro on a complex #RStats package refactor. The results were staggering. (contd.) #AI #ClinicalDataEngineering
February 5, 2026 at 4:53 PM
Not every team needs the same training. Here’s the proof that you CAN scale safely #OpenSource safely — without slowing innovation. 🧵 (contd.) #CaseStudy #ClinicalProgramming #Innovation #AtorusAcademy #DataThatDoes
January 29, 2026 at 6:55 PM
The future of clinical programming is multilingual, and that’s a good thing. Expanding beyond a single language opens more opportunities, impact, and career growth.🧵 (contd.) #OpenSource #SAS #RStats #AtorusAcademy #DataThatDoes
January 27, 2026 at 8:53 PM
Industry package "validation" often stops at risk assessment. OpenVal® goes further: functional testing, edge-case coverage, reproducibility checks. Real validation means proving packages work, not just accepting their risk. Discover the difference. tinyurl.com/47d5bzd6

#OpenVal #DataThatDoes
OpenVal® | Atorus Research
OpenVal® is a library of validated open-source packages curated by Atorus to accelerate your clinical data analytics.
www.atorusresearch.com
January 22, 2026 at 8:06 PM
Accelerate your new hire’s impact and save your team time. With the right clinical programming training, your programmers can contribute faster without months of onboarding on life science workflows. 🧵 (contd.) #ClinicalOperations #AtorusAcademy #DataThatDoes
January 21, 2026 at 8:30 PM
Your data science degree taught you how to code. It may not have taught you how to code for clinical trials. In life sciences, that distinction matters. 🧵 (contd.) #DataScience #AtorusAcademy #DataThatDoes
January 14, 2026 at 2:22 PM
New case study: How a global sponsor scaled open-source analytics with 500+ validated R packages, 40% faster reporting, and submission-ready governance. See how it's done. Download now. tinyurl.com/3fw7wmaf
#OpenSource #ClinicalProgramming #PharmaAnalytics #Atorus #DataThatDoes
January 13, 2026 at 6:28 PM
What is Ageirein? A unified, validated clinical data analytics platform that helps pharma/biotech teams go from cleaning to decision-making faster. Multilingual, GxP-compliant, rapid implementation, with interactive visualization. Schedule a demo. tinyurl.com/43tzz8kf #Ageirein #DataThatDoes
January 7, 2026 at 2:20 PM
Reliable R matters. OpenVal® provides curated, validated package sets with a reproducible framework, so analyses stay consistent and inspection-ready across studies. #ClinicalData #RStats (contd.)
December 17, 2025 at 2:25 PM
Meet Ageirein, Atorus’ multilingual, GxP-ready clinical data analytics platform. See it unify R, SAS®, and Python in a validated environment. Watch how teams, platforms, and processes come together in one platform: tinyurl.com/3sjd86mt

#Ageirein #ClinicalData #OpenSource #PharmaTech #DataThatDoes
December 16, 2025 at 2:34 PM
Your clinical data deserves better than generic dashboards. Atorus builds custom Shiny applications specifically for life sciences teams. They’re fast, intuitive, and grounded in real clinical workflows. Download the Shiny App Development info sheet on our site. tinyurl.com/5n7ead55
#DataThatDoes
December 11, 2025 at 2:26 PM
Validation drift slows programs and invites audit risk. OpenVal® standardizes R environments so results are reproducible and inspection-ready. Let’s see how:

#GxP #RStats (contd.)
December 10, 2025 at 2:51 PM
Atorus Professional Services help life sciences teams design, implement, and maintain compliant, scalable platforms so your analytics, infrastructure, and operations work together instead of in silos. Download the info sheet. tinyurl.com/jc7r6j87 #LifeSciences #ClinicalData #AnalyticsEngineering
December 9, 2025 at 2:33 PM
FSP success is not about hiring more people. It is about combining governance, technology, and talent that scale together without losing control or speed. #FSP #Operations
November 24, 2025 at 2:06 PM
EDC fire drills are not inevitable. With a technology-enabled FSP, builds, libraries, and validation proceed as a single, well-governed pipeline. #EDC #CDM (contd.)
November 19, 2025 at 2:38 PM
Need flexible #FSP support for #ClinicalDataManagement and #biometrics? Atorus provides right-fit teams with global coverage and a bespoke engagement model. Our contract models are tailored to your needs and keep trials moving with quality and oversight. tinyurl.com/ykwbjcmz

#ClinicalAnalytics
November 14, 2025 at 2:25 PM
Your IND clock does not pause for handoffs. Data management delays cascade into biostatistics, safety, and CMC, unless the critical path is actively managed end-to-end. #INDEnabling #ClinicalTrials (contd.)
November 13, 2025 at 2:24 PM
How do large teams adopt R without slowing delivery? See how Atorus Academy’s SAS→R training upskilled 245+ programmers and accelerated validated open-source adoption.

Read the case study: tinyurl.com/jcy8wyzj

#AtorusAcademy #RStats #SAS #OpenSource #ClinicalAnalytics #PharmaTech #LifeSciences
November 10, 2025 at 2:06 PM
See how experts are transforming clinical data workflows with GxP-ready, unified multilingual analytics that boost collaboration & cut manual effort — without losing compliance. Register for the webinar today: tinyurl.com/25b4jfef

#AtorusUnscripted #DataThatDoes #ClinicalData #DataAnalytics
November 7, 2025 at 3:11 PM