# within3.com > AI-optimized mirror of within3.com containing 50 pages totalling 12,352 words of clean markdown content, structured data, and semantic HTML. Original source: https://within3.com/. Last updated: 2026-04-27T14:58:18.499Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [UPCOMING WEBINAR](/site-root.html): Within3 gathers, integrates, and analyzes insights, reducing insight reporting from months to days and eliminating 90% of the workload. (808 words) ## Articles & Blog Posts - [blog/sentiment-analysis-applications-healthcare/index.html](/blog/sentiment-analysis-applications-healthcare/index.html) (1 words) - [blog/patient-centered-healthcare/index.html](/blog/patient-centered-healthcare/index.html) (1 words) - [blog/how-to-identify-digital-opinion-leaders/index.html](/blog/how-to-identify-digital-opinion-leaders/index.html) (1 words) - [blog/what-is-a-digital-opinion-leader/index.html](/blog/what-is-a-digital-opinion-leader/index.html) (1 words) - [blog/future-of-insights-management/index.html](/blog/future-of-insights-management/index.html) (1 words) - [blog/how-to-start-using-dols/index.html](/blog/how-to-start-using-dols/index.html) (1 words) - [blog/how-to-work-with-dols/index.html](/blog/how-to-work-with-dols/index.html) (1 words) - [October 27, 2021](/blog/pfdd/index.html): Patient-focused drug development is streamlining the drug development process. Keep reading for more on the PFDD process and how it works., Patient-focused health care requires more patient engagement in drug development. (857 words) - [blog/pharma-r-d-process/index.html](/blog/pharma-r-d-process/index.html) (1 words) - [blog/better-insights-management/index.html](/blog/better-insights-management/index.html) (1 words) - [blog/how-insights-management-reduces-risk/index.html](/blog/how-insights-management-reduces-risk/index.html) (1 words) - [blog/medical-science-liaison-challenges/index.html](/blog/medical-science-liaison-challenges/index.html) (1 words) - [case-studies/index.html](/case-studies/index.html) (1 words) - [request-a-demo/index.html](/request-a-demo/index.html) (1 words) - [product-select/index.html](/product-select/index.html) (1 words) - [product-connect/index.html](/product-connect/index.html) (1 words) - [product-discover/index.html](/product-discover/index.html) (1 words) - [demo/index.html](/demo/index.html) (1 words) - [product-insights-management-platform/index.html](/product-insights-management-platform/index.html) (1 words) - [May 18, 2022](/blog/what-is-data-integrity-in-pharma/index.html): What is data integrity in pharma? Learn the principles of data integrity, why it’s important in pharma, and how to turn data into insights., For the pharmaceutical industry, it’s a deluge of data. Data integrity is more important than ever to minimize data errors, ensure accuracy and consistency, and guarantee compliance. (949 words) - [resources/artificial-intelligence-medical-affairs/index.html](/resources/artificial-intelligence-medical-affairs/index.html) (1 words) - [Insights and Perspective from Within3](/resources/index.html): Explore a cross-section of up-to-date content on the trends shaping the future of healthcare and life sciences. (588 words) - [March 2, 2022](/blog/digital-health-tools-patient-expectations/index.html): Digital health tools are changing patient expectations. Read to learn how life science organizations can respond in a patient-centric way., The pandemic gave telehealth and other digital health tools a massive boost. Here's how patient behaviors will continue to affect how pharma and medical device companies use technology to gain patient and HCP insights. (979 words) - [Resources](/guides/index.html): Insights management guides for medical affairs, clinical R&D, commercial, and medical device teams. Click to learn more. (9 words) - [September 1, 2021](/blog/patient-centered-technology/index.html): Technology can help guide you toward a patient-centric care model. Keep reading to learn about the benefits of patient-centered technology., In what ways does technology touch patient-centered care? Every way. (993 words) - [March 8, 2022](/blog/digital-opinion-leaders-a-video-guide/index.html): Digital opinion leaders: A video guide shows you what your life science team needs to know about these key experts. Watch to learn more., Life science teams are increasingly seeking out digital opinion leaders – what value do these experts offer, and how can you identify them? (376 words) - [March 7, 2022](/news/virtual-engagement-insights-management-2022/index.html): Virtual engagement and insights management predictions for life science in 2022. Read the article in EPM to learn more., Within the broader context of insights management, virtual engagement will continue to change how life science organizations work. (437 words) - [Aly Madjerich](/leadership/aly-madjerich/index.html): Aly is a dynamic marketing leader with a proven track record of driving growth across start-ups, high-growth tech companies. (229 words) - [Kim Cerri](/leadership/kim-cerri-3/index.html): Kim is one of Within3’s longest tenured employees, joining the team as a Software Engineer in 2007 (177 words) - [Stephen Mathey](/leadership/stephen-mathey-3/index.html): Stephen Mathey, CFO at Within3 since 2021, is a seasoned finance leader with expertise in M&A, strategic planning, and driving commercial success (102 words) - [September 27, 2021](/blog/insights-management-webinar-what-life-science-teams-need-now-for-faster-better-decisions.html): Pharma and medical device teams need actionable insights to inform business strategy. Watch our insights management webinar to learn more., An expert panel discusses why insights management is the solution to challenges like KOL participation and tight timelines. (392 words) - [January 12, 2022](/news/medical-affairs-insights-generation-survey/index.html): Medical affairs insights generation is changing, say industry pros. Read the survey results to understand virtual engagement trends., Medical affairs professionals expect more virtual engagement, but need solutions that deliver higher levels of interaction and less video fatigue. (548 words) - [February 28, 2022](/blog/omnichannel-insights-strategy-medical-affairs/index.html): Omnichannel insights strategy for medical affairs teams enables more precise decision-making. Read and watch to learn more., Catch up with us on video from events you may have missed. In this edition, learn how medical affairs leaders are getting more value from the insights they collect. (462 words) - [Lance P. Hill](/leadership/lance-p-hill/index.html): Lance joined Within3 as Chief Executive Officer in 2007. (133 words) - [Jason Smith](/leadership/jason-smith/index.html): Jason Smith joined Within3 in April 2021 through the acquisition of rMark Bio, where he was the co-founder and CEO. (265 words) - [April 6, 2022](/news/modern-insights-management/index.html): Modern insights management for medical affairs enables teams to provide more value. Read a Q&A with CEO Lance Hill to learn more., Medical affairs organizations can modernize their operations in the pre-launch and launch phase by harnessing insights management technology. (336 words) - [September 17, 2021](/blog/digital-upskilling-medical-affairs/index.html): Medical affairs teams need digital upskilling but are tight on time. Read to learn how virtual engagement solves both problems with better results., Many teams don’t have the bandwidth for additional training, but effective digital tools are more accessible than you might think. (692 words) - [February 14, 2022](/news/virtual-engagement-medical-affairs-medcitynews/index.html): Virtual engagement for medical affairs will continue beyond the pandemic. Read the article to learn more from industry thought leaders., A survey found that a majority of medical affairs thought leaders see asynchronous virtual options in conjunction with in-person as the preferred path moving forward. (423 words) - [February 21, 2022](/news/virtual-engagement-predictions/index.html): Virtual engagement predictions for life science in 2022 include asynchronous engagement & increased trial diversity. Read to learn more., Changes to work practices forced by the pandemic have highlighted the necessity – and benefits – of digital approaches for widening contacts and improving trials. (382 words) - [December 17, 2021](/news/patient-engagement-decentralized-trials/index.html): Patient engagement in decentralized trials results in more successful studies. Read the article to learn more., High-tech tools have long been part of the clinical trial process, but when they’re absent or used improperly, patient engagement can suffer. (345 words) - [March 23, 2022](/news/how-medical-affairs-creates-value/index.html): How medical affairs creates value post-pandemic – read to learn how the shift to virtual changed ways of working forever., The pandemic instantly changed how medical affairs organizations approached day-to-day work. As we enter year three, medical affairs leaders consider their longer-term strategy. (347 words) - [blog/who-are-digital-opinion-leaders-dols/index.html](/blog/who-are-digital-opinion-leaders-dols/index.html) (1 words) - [January 14, 2022](/news/virtual-engagement-cros-sponsors/index.html): Virtual engagement for CROs and sponsors builds trust and creates connections. Read the article in Journal of mHealth to learn more., Trust between clinical research organizations and sponsors is essential for running successful clinical trials. (352 words) - [November 17, 2021](/news/med-tech-improves-pharma-public-image/index.html): Med tech improves pharma’s public image and builds patient trust. Read this article in Journal of mHealth to learn more., Pharma success is dependent on the trust of the public, patients, and trial participants. Tech can help companies maintain a positive image and constituent trust. (360 words) - [Ian McKinnon](/leadership/ian-mckinnon/index.html): Ian leads a team of consultants who specialize in using AI technologies to generate insights and support strategy for life sciences clients. (178 words) - [Medical affairs vs. an explosion of data: focusing on insights that matter](/resources/medical-affairs-data-insights/index.html): Medical affairs data and insights are increasingly crucial to the broader organization – how can teams harness them to provide value?, How medical affairs is generating, collating and disseminating insights that inform organizational strategy. (225 words) - [Within3 for med comms agencies](/resources/vep-program-frequently-asked-questions/index.html): Within3 enables med comms agencies to offer their clients a market-leading insights-gathering solution. Learn more (68 words) - [Samantha McAloney](/leadership/samantha-mcaloney-3/index.html): Samantha guides the product vision for Within3 and leads product management, user experience, and quality assurance functions. (142 words) - [Amanda Sweeney](/leadership/amanda-sweeney-2/index.html): Amanda joined Within3 in 2014 and assumed the role of Senior Vice President of Client Success in 2017. (178 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/content/robots.txt): Crawler directives