--- title: SDC Insights Blog | Expert Insights description: Expert Insights | Discover expert perspectives on clinical trial biometrics, AI, data management, biostatistics, safety, and emerging technologies shaping clinical development. --- [![SDC-01 (1)](https://blog.sdcclinical.com/hs-fs/hubfs/SDC-01%20(1).webp?width=200&height=52&name=SDC-01%20(1).webp "SDC-01 (1)")](https://sdcclinical.com/) [![SDC-01 (1)](https://blog.sdcclinical.com/hs-fs/hubfs/SDC-01%20(1).webp?width=200&height=52&name=SDC-01%20(1).webp "SDC-01 (1)")](https://sdcclinical.com/) - [AI + Technology](https://sdcclinical.com/technology/tech-ecosystem) [SDC Technologies & Ecosystem](https://sdcclinical.com/technology/tech-ecosystem) [SDC Insights™ 2.0 – Clinical Intelligence Platform](https://sdcclinical.com/technology/insights) [SDC Sidekick™ AI](https://sdcclinical.com/technology/sidekick) [SDC Capture™ -ePRO/eCOA](https://sdcclinical.com/technology/capture) [EDC/RTSM (IRT and CSM)](https://sdcclinical.com/technology/irt) [Safety/PV](https://sdcclinical.com/technology/safety-pv) [Site eSource Solution](https://sdcclinical.com/technology/esource) [![DM Rescue Blog\_Post1Image](https://blog.sdcclinical.com/hs-fs/hubfs/Social/DM%20Rescue%20Blog_Post1Image.jpg?width=1200&height=1500&name=DM%20Rescue%20Blog_Post1Image.jpg)](https://blog.sdcclinical.com/how-to-rescue-a-failing-clinical-trial-data-management-strategy-and-prevent-repeat-failures-with-ai) - Services SERVICES [Biostatistics & Strategic Consulting](https://sdcclinical.com/services/biostatistics) [Clinical Data Management](https://sdcclinical.com/services/data-management) [Data Monitoring Committees (DMC/DSMB)](https://sdcclinical.com/services/data-safety-monitoring-board) [Clinical Trial Oversight/RBM](https://sdcclinical.com/services/clinical-trial-delivery#rbm) [Randomization & Trial Supply Management](https://sdcclinical.com/services/clinical-trial-delivery#randomization) [Safety & Pharmacovigilance](https://sdcclinical.com/services/clinical-trial-delivery#safety) EXPERTISE [Therapy Areas](https://sdcclinical.com/expertise/therapy-area) [Rescue Trials](https://sdcclinical.com/expertise/clinical-trial-rescue) - News & Resources - [Blog](https://blog.sdcclinical.com/) - [Resources](https://sdcclinical.com/resources) - [Events](https://sdcclinical.com/events) - [News](https://sdcclinical.com/news) - Company - [About](https://sdcclinical.com/about) - [Leadership](https://sdcclinical.com/about#leadership) - [Careers](https://sdcclinical.com/careers) [Contact Us](https://sdcclinical.com/contact) [Book a Demo](https://sdcclinical.com/demo) [Contact Us](https://sdcclinical.com/contact) [Book a Demo](https://sdcclinical.com/contact) - [AI + Technology](https://sdcclinical.com/technology/tech-ecosystem) - [SDC Technologies & Ecosystem](https://sdcclinical.com/technology/tech-ecosystem) - [SDC Insights™ 2.0 – Clinical Intelligence Platform](https://sdcclinical.com/technology/insights) - [SDC Sidekick™ AI](https://sdcclinical.com/technology/sidekick) - [SDC Capture™ -ePRO/eCOA](https://sdcclinical.com/technology/capture) - [EDC/RTSM (IRT and CSM)](https://sdcclinical.com/technology/irt) - [Safety/PV](https://sdcclinical.com/technology/safety-pv) - [Site eSource Solution](https://sdcclinical.com/technology/esource) - Services - [Biostatistics & Strategic Consulting](https://sdcclinical.com/services/biostatistics) - [Clinical Data Management](https://sdcclinical.com/services/data-management) - [Data Monitoring Committees (DMC/DSMB)](https://sdcclinical.com/services/data-safety-monitoring-board) - [Clinical Trial Oversight/RBM](https://sdcclinical.com/services/clinical-trial-delivery#rbm) - [Randomization & Trial Supply Management](https://sdcclinical.com/services/clinical-trial-delivery#randomization) - [Safety & Pharmacovigilance](https://sdcclinical.com/services/clinical-trial-delivery#safety) - [Therapy Areas](https://sdcclinical.com/expertise/therapy-area) - [Rescue Trials](https://sdcclinical.com/expertise/clinical-trial-rescue) - News & Resources - [Blog](https://blog.sdcclinical.com/) - [Resources](https://sdcclinical.com/resources) - [Events](https://sdcclinical.com/events) - [News](https://sdcclinical.com/news) - Company - [About](https://sdcclinical.com/about) - [Leadership](https://sdcclinical.com/about#leadership) - [Careers](https://sdcclinical.com/careers) [Contact Us](https://sdcclinical.com/contact)[Book a Demo](https://sdcclinical.com/demo) # Expert Insights [All Topics](https://blog.sdcclinical.com)[Clinical Trials](https://blog.sdcclinical.com/topic/clinical-trials)[Expert Insights](https://blog.sdcclinical.com/topic/expert-insights)[Biostatistics](https://blog.sdcclinical.com/topic/biostatistics)[Biometrics](https://blog.sdcclinical.com/topic/biometrics)[SDC](https://blog.sdcclinical.com/topic/sdc)[Clinical Data Management](https://blog.sdcclinical.com/topic/clinical-data-management)[EDC](https://blog.sdcclinical.com/topic/edc)[SDC Sidekick AI](https://blog.sdcclinical.com/topic/sdc-sidekick-ai)[AI in Clinical Trials](https://blog.sdcclinical.com/topic/ai-in-clinical-trials)[Clinical Data Mining](https://blog.sdcclinical.com/topic/clinical-data-mining)[DCT](https://blog.sdcclinical.com/topic/dct)[Oncology](https://blog.sdcclinical.com/topic/oncology)[ePRO/eCOA](https://blog.sdcclinical.com/topic/epro-ecoa)[CRF](https://blog.sdcclinical.com/topic/crf)[Health Tech](https://blog.sdcclinical.com/topic/health-tech)[ICH E6(R3)](https://blog.sdcclinical.com/topic/ich-e6r3)[ISS/ISE](https://blog.sdcclinical.com/topic/iss-ise)[PK/PD](https://blog.sdcclinical.com/topic/pk-pd)[Patient Profiles](https://blog.sdcclinical.com/topic/patient-profiles)[Safety](https://blog.sdcclinical.com/topic/safety) ## [Agentic AI for Improving Clinical Data Management and Trial Oversight](https://blog.sdcclinical.com/agentic-ai-for-improving-clinical-data-management-and-trial-oversight) Quan Doan, Vice President of Technology Solutions at SDC, recently led a Live Lounge Presentation at the ACDM 2026 in Be … [Read Story](https://blog.sdcclinical.com/agentic-ai-for-improving-clinical-data-management-and-trial-oversight) [![Quan Doan](https://blog.sdcclinical.com/hs-fs/hubfs/Manufacturing%20Theme/manufacturing%20HERO%20images/Images-2026onwards/web-headshot_quan_babybluebk.png?width=40&height=40&name=web-headshot_quan_babybluebk.png)](https://blog.sdcclinical.com/author/quan-doan) by [Quan Doan](https://blog.sdcclinical.com/author/quan-doan) 5 min read 5/5/26, 9:16 AM [![SDC Blog Image\_Agentic AI for Data Management Clinical Trial Oversight](https://blog.sdcclinical.com/hubfs/Canva%20images/blog_featured_agentic%20AI%20for%20DM%20and%20Trial%20Oversight.jpg)](https://blog.sdcclinical.com/agentic-ai-for-improving-clinical-data-management-and-trial-oversight) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [Clinical Data Management](https://blog.sdcclinical.com/topic/clinical-data-management) [SDC Sidekick AI](https://blog.sdcclinical.com/topic/sdc-sidekick-ai) [AI in Clinical Trials](https://blog.sdcclinical.com/topic/ai-in-clinical-trials) ## [Empowering Better PK/PD Decisions with Phoenix® WinNonlin® at SDC](https://blog.sdcclinical.com/empowering-better-pk/pd-decisions-with-phoenix-winnonlin-at-sdc) How Do You Strengthen Your PK/PD Decisions? In today’s accelerated clinical development environment, speed and precision … [Read Story](https://blog.sdcclinical.com/empowering-better-pk/pd-decisions-with-phoenix-winnonlin-at-sdc) [![SDC Insights](https://blog.sdcclinical.com/hs-fs/hubfs/Checkmark.png?width=40&height=40&name=Checkmark.png)](https://blog.sdcclinical.com/author/sdc-insights) by [SDC Insights](https://blog.sdcclinical.com/author/sdc-insights) 3 min read 4/2/26, 12:58 PM [![SDC Blog Image\_Empowering PK/PD Decisions with SDC and Phoenix WinNonlin](https://blog.sdcclinical.com/hubfs/Blog_Cardmodule_PKPD%20Blog.jpg)](https://blog.sdcclinical.com/empowering-better-pk/pd-decisions-with-phoenix-winnonlin-at-sdc) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [SDC](https://blog.sdcclinical.com/topic/sdc) [PK/PD](https://blog.sdcclinical.com/topic/pk-pd) ## [Happy Holidays from SDC](https://blog.sdcclinical.com/happy-holidays-from-sdc) As we celebrate the 2025 year-end holiday season, we want to express our gratitude to our clients, partners, and team me … [Read Story](https://blog.sdcclinical.com/happy-holidays-from-sdc) [![SDC Insights](https://blog.sdcclinical.com/hs-fs/hubfs/Checkmark.png?width=40&height=40&name=Checkmark.png)](https://blog.sdcclinical.com/author/sdc-insights) by [SDC Insights](https://blog.sdcclinical.com/author/sdc-insights) 1 min read 12/22/25, 7:14 AM [![Happy Holiday Season 2025 from SDC - Biometrics CRO](https://blog.sdcclinical.com/hubfs/Canva%20images/blog-featured_happyholidays2025.jpg)](https://blog.sdcclinical.com/happy-holidays-from-sdc) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [SDC](https://blog.sdcclinical.com/topic/sdc) [Biometrics](https://blog.sdcclinical.com/topic/biometrics) [Clinical Trials](https://blog.sdcclinical.com/topic/clinical-trials) ## [SDC's Best of 2025](https://blog.sdcclinical.com/sdcs-best-of-2025) As we close out 2025, we reflect on a year that has been both challenging and inspiring for the clinical research indust … [Read Story](https://blog.sdcclinical.com/sdcs-best-of-2025) [![SDC Insights](https://blog.sdcclinical.com/hs-fs/hubfs/Checkmark.png?width=40&height=40&name=Checkmark.png)](https://blog.sdcclinical.com/author/sdc-insights) by [SDC Insights](https://blog.sdcclinical.com/author/sdc-insights) 1 min read 12/19/25, 7:32 AM [![Statistics & Data Corporation - SDC - Best of 2025 CRO Stories](https://blog.sdcclinical.com/hubfs/Canva%20images/blog-featured-sdcs-best-of-2025.jpg)](https://blog.sdcclinical.com/sdcs-best-of-2025) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [SDC](https://blog.sdcclinical.com/topic/sdc) [Biometrics](https://blog.sdcclinical.com/topic/biometrics) [Clinical Trials](https://blog.sdcclinical.com/topic/clinical-trials) ## [Celebrating 20 Years of Excellence. Empowering Clinical Decisions - with AI](https://blog.sdcclinical.com/celebrating-20-years-of-excellence.-empowering-clinical-decisions-with-ai) This year, SDC proudly marked a milestone that speaks to both our heritage and our future—20 years since our founding. W … [Read Story](https://blog.sdcclinical.com/celebrating-20-years-of-excellence.-empowering-clinical-decisions-with-ai) [![Richard Abelson, PhD](https://blog.sdcclinical.com/hs-fs/hubfs/images/web-headshot_richard_babybluebk.jpg?width=40&height=40&name=web-headshot_richard_babybluebk.jpg)](https://blog.sdcclinical.com/author/richard-abelson-phd) by [Richard Abelson, PhD](https://blog.sdcclinical.com/author/richard-abelson-phd) 1 min read 12/12/25, 9:48 AM [![SDC Celebrates 20th Anniversary as Biometrics CRO turned AI and Tech-enabled CRO](https://blog.sdcclinical.com/hubfs/Canva%20images/News_featured_celebrating20yearsinbusiness.jpg)](https://blog.sdcclinical.com/celebrating-20-years-of-excellence.-empowering-clinical-decisions-with-ai) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [SDC](https://blog.sdcclinical.com/topic/sdc) [Biometrics](https://blog.sdcclinical.com/topic/biometrics) [Clinical Trials](https://blog.sdcclinical.com/topic/clinical-trials) ## [Clinical Data Mining Best Practices: From Insight to Impact](https://blog.sdcclinical.com/clinical-data-mining-best-practices-from-insight-to-impact) Why Clinical Data Mining Matters More Than Ever Clinical research is at an inflection point. Today’s trials generate 3.6 … [Read Story](https://blog.sdcclinical.com/clinical-data-mining-best-practices-from-insight-to-impact) [![Quan Doan](https://blog.sdcclinical.com/hs-fs/hubfs/Manufacturing%20Theme/manufacturing%20HERO%20images/Images-2026onwards/web-headshot_quan_babybluebk.png?width=40&height=40&name=web-headshot_quan_babybluebk.png)](https://blog.sdcclinical.com/author/quan-doan) by [Quan Doan](https://blog.sdcclinical.com/author/quan-doan) 4 min read 10/6/25, 5:58 AM [![Get the best practices for clinical trial data mining](https://blog.sdcclinical.com/hubfs/Canva%20images/blog-featured-clincialdataminingbestpractices.png)](https://blog.sdcclinical.com/clinical-data-mining-best-practices-from-insight-to-impact) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [SDC Sidekick AI](https://blog.sdcclinical.com/topic/sdc-sidekick-ai) [Clinical Data Mining](https://blog.sdcclinical.com/topic/clinical-data-mining) [ICH E6(R3)](https://blog.sdcclinical.com/topic/ich-e6r3) ## [How to Ensure Clinical Trial Safety: Advanced Technology in Safety Monitoring and Reporting](https://blog.sdcclinical.com/how-to-ensure-clinical-trial-safety-monitoring-and-reporting) In the realm of clinical trials, ensuring participant safety and regulatory compliance is not just a priority but a fund … [Read Story](https://blog.sdcclinical.com/how-to-ensure-clinical-trial-safety-monitoring-and-reporting) [![Alfonso Coro, MPH, Senior Director Clinical Operations, Safety, and Customer Service Excellence](https://blog.sdcclinical.com/hs-fs/hubfs/images/web%20headshot_alfonso_babybluebk.jpg?width=40&height=40&name=web%20headshot_alfonso_babybluebk.jpg)](https://blog.sdcclinical.com/author/alfonso-coro-senior-director-clinical-operations-safety-and-customer-service-excellence) by [Alfonso Coro, MPH, Senior Director Clinical Operations, Safety, and Customer Service Excellence](https://blog.sdcclinical.com/author/alfonso-coro-senior-director-clinical-operations-safety-and-customer-service-excellence) 3 min read 7/8/24, 11:11 AM [![How to ensure clinical safety with advanced technology from Safety Easy combined with expertise from SDC](https://blog.sdcclinical.com/hubfs/Canva%20images/blog_featured_how%20to%20ensure%20clin%20trial%20safety.png)](https://blog.sdcclinical.com/how-to-ensure-clinical-trial-safety-monitoring-and-reporting) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [SDC](https://blog.sdcclinical.com/topic/sdc) [Safety](https://blog.sdcclinical.com/topic/safety) ## [How Biostatistics Experts Improve Clinical Trial Protocol Design](https://blog.sdcclinical.com/benefits-utilizing-biostatistics-experts-protocol-design) Why Are Biostatisticians Essential to Effective Clinical Trial Protocol Design? It’s essential to have well-defined prot … [Read Story](https://blog.sdcclinical.com/benefits-utilizing-biostatistics-experts-protocol-design) [![SDC](https://blog.sdcclinical.com/hs-fs/hubfs/Checkmark.png?width=40&height=40&name=Checkmark.png)](https://blog.sdcclinical.com/author/sdc) by [SDC](https://blog.sdcclinical.com/author/sdc) 2 min read 4/28/23, 8:29 AM [![Improve clinical trial protocol design by including Biostatisticians early](https://blog.sdcclinical.com/hubfs/Canva%20images/blog-featured_protocoldesignwithexpertbiostatisticians.jpg)](https://blog.sdcclinical.com/benefits-utilizing-biostatistics-experts-protocol-design) [Biostatistics](https://blog.sdcclinical.com/topic/biostatistics) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [Biometrics](https://blog.sdcclinical.com/topic/biometrics) [Clinical Trials](https://blog.sdcclinical.com/topic/clinical-trials) ## [How Decentralized Clinical Trials Are Transforming Patient Access and Data Quality](https://blog.sdcclinical.com/oct-west) At OCT West 2023, SDC’s CEO & President, Richard Abelson, participated in a panel discussion on decentralized clinic … [Read Story](https://blog.sdcclinical.com/oct-west) [![SDC](https://blog.sdcclinical.com/hs-fs/hubfs/Checkmark.png?width=40&height=40&name=Checkmark.png)](https://blog.sdcclinical.com/author/sdc) by [SDC](https://blog.sdcclinical.com/author/sdc) 2 min read 3/28/23, 6:18 AM [![How Decentralized Clinical Trials (DCTs) are improving patient access to clinical trials](https://blog.sdcclinical.com/hubfs/Canva%20images/blog-featured_howtotransformDCTs.jpg)](https://blog.sdcclinical.com/oct-west) [Biostatistics](https://blog.sdcclinical.com/topic/biostatistics) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [Biometrics](https://blog.sdcclinical.com/topic/biometrics) [Clinical Trials](https://blog.sdcclinical.com/topic/clinical-trials) ## [Multiple Myeloma Month](https://blog.sdcclinical.com/multiple-myeloma-month-0) Over the past 8 years the number of oncology studies SDC has supported has skyrocketed to help meet the needs of the ind … [Read Story](https://blog.sdcclinical.com/multiple-myeloma-month-0) [![SDC](https://blog.sdcclinical.com/hs-fs/hubfs/Checkmark.png?width=40&height=40&name=Checkmark.png)](https://blog.sdcclinical.com/author/sdc) by [SDC](https://blog.sdcclinical.com/author/sdc) 2 min read 3/14/23, 9:16 AM [![Celebrating March- Multiple Myeloma Month ](https://blog.sdcclinical.com/hubfs/Canva%20images/blog-featured-marchismultiplemyelomamonth.jpg)](https://blog.sdcclinical.com/multiple-myeloma-month-0) [Biostatistics](https://blog.sdcclinical.com/topic/biostatistics) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [Biometrics](https://blog.sdcclinical.com/topic/biometrics) [Clinical Trials](https://blog.sdcclinical.com/topic/clinical-trials) ## [SDC Insights: How to Guide Clinical Research Sponsors Through an Effective ISS/ISE Strategy](https://blog.sdcclinical.com/how-to-guide-clinical-research-sponsors-through-an-effective-iss/ise-strategy) Adam Hamm serves as Senior Vice President, Biostatistics and Strategic Consulting at SDC, and has over 17 years of exper … [Read Story](https://blog.sdcclinical.com/how-to-guide-clinical-research-sponsors-through-an-effective-iss/ise-strategy) [![SDC Insights](https://blog.sdcclinical.com/hs-fs/hubfs/Checkmark.png?width=40&height=40&name=Checkmark.png)](https://blog.sdcclinical.com/author/sdc-insights) by [SDC Insights](https://blog.sdcclinical.com/author/sdc-insights) 6 min read 11/1/21, 4:06 PM [![How to Build a faster ISS/ISE strategy for your regulatory submission](https://blog.sdcclinical.com/hubfs/Canva%20images/blog-featured_buildISS-ISEStrategy.jpg)](https://blog.sdcclinical.com/how-to-guide-clinical-research-sponsors-through-an-effective-iss/ise-strategy) [Biostatistics](https://blog.sdcclinical.com/topic/biostatistics) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [SDC](https://blog.sdcclinical.com/topic/sdc) [Clinical Data Management](https://blog.sdcclinical.com/topic/clinical-data-management) [ISS/ISE](https://blog.sdcclinical.com/topic/iss-ise) ## [The Biggest Mistakes CROs and Clinical Research Sponsors Make With Biostatistics & Data Management](https://blog.sdcclinical.com/biggest-mistakes-in-biostatistics-and-data-management) For this post, we assembled SDC's leaders in statistics and data management to address the biggest mistakes that they se … [Read Story](https://blog.sdcclinical.com/biggest-mistakes-in-biostatistics-and-data-management) [![SDC Insights](https://blog.sdcclinical.com/hs-fs/hubfs/Checkmark.png?width=40&height=40&name=Checkmark.png)](https://blog.sdcclinical.com/author/sdc-insights) by [SDC Insights](https://blog.sdcclinical.com/author/sdc-insights) 6 min read 8/26/21, 5:03 PM [![The Biggest Mistakes Made in Clinical Trial Biostatistics & Data Management](https://blog.sdcclinical.com/hubfs/Canva%20images/blog-featured-biggestbiostatsandDMmistakes.jpg)](https://blog.sdcclinical.com/biggest-mistakes-in-biostatistics-and-data-management) [Biostatistics](https://blog.sdcclinical.com/topic/biostatistics) [Expert Insights](https://blog.sdcclinical.com/topic/expert-insights) [EDC](https://blog.sdcclinical.com/topic/edc) [SDC](https://blog.sdcclinical.com/topic/sdc) [Biometrics](https://blog.sdcclinical.com/topic/biometrics) [CRF](https://blog.sdcclinical.com/topic/crf) [Clinical Data Management](https://blog.sdcclinical.com/topic/clinical-data-management) [Clinical Trials](https://blog.sdcclinical.com/topic/clinical-trials) Load More Stories   #### ![SDC-01 (1)](https://blog.sdcclinical.com/hs-fs/hubfs/SDC-01%20(1).webp?width=250&height=65&name=SDC-01%20(1).webp) A technology-enabled Biometrics CRO delivering AI-powered clinical trial solutions from Pre-IND through NDA approval. AI + Technology - [SDC Ecosystem](https://sdcclinical.com/technology/tech-ecosystem) - [SDC Insights™](https://sdcclinical.com/technology/insights) - [SDC Sidekick™ AI](https://sdcclinical.com/technology/sidekick) - [SDC Capture™](https://sdcclinical.com/technology/capture) - [EDC/IRT](https://sdcclinical.com/technology/irt) - [Safety/PV](https://sdcclinical.com/technology/safety-pv) - [Site eSource](https://sdcclinical.com/technology/esource) Services - [Biostatistics](https://sdcclinical.com/services/biostatistics) - [Data Management](https://sdcclinical.com/services/data-management) - [DSMB/DMC](https://sdcclinical.com/services/data-safety-monitoring-board) - [Oversight/RBM](https://sdcclinical.com/services/clinical-trial-delivery#rbm) - [RTSM/IRT](https://sdcclinical.com/services/clinical-trial-delivery#rbm) - [Therapy Areas](https://sdcclinical.com/expertise/therapy-area) - [Rescue Trials](https://sdcclinical.com/expertise/clinical-trial-rescue) Resources - [Blog](https://blog.sdcclinical.com) - [Events](https://sdcclinical.com/events) - [News](https://sdcclinical.com/news) - [Resources](https://sdcclinical.com/resources) Company - [About](https://sdcclinical.com/about) - [Leadership](https://sdcclinical.com/about) - [Careers](https://sdcclinical.com/careers) Copyright © 2026 Statistics & Data Corporation (SDC). 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