Generated by Yoast SEO v25.5, this is an llms.txt file, meant for consumption by LLMs. This is the [sitemap](https://clinicalarchitecture.com/sitemap_index.xml) of this website. # Clinical Architecture: Your Data\. Just Better\. > Our solutions significantly reduce the effort needed to achieve and maintain optimal healthcare data quality and interoperability\. ## Posts - [Clinical Architecture Releases 2025 Healthcare Data Quality Report](https://clinicalarchitecture.com/clinical-architecture-releases-2025-healthcare-data-quality-report/) - [Clinical Architecture Launches 2025 Healthcare Data Quality Survey](https://clinicalarchitecture.com/clinical-architecture-launches-2025-healthcare-data-quality-survey/): Clinical Architecture launched its 2025 Healthcare Data Quality Survey inviting professionals from the healthcare industry to share insights\. - [Clinical Architecture Earns 2025 Central Indiana Top Workplaces Award from Indianapolis Star](https://clinicalarchitecture.com/clinical-architecture-earns-2025-central-indiana-top-workplaces-award-from-indianapolis-star/): The Indianapolis Star has awarded Clinical Architecture with a 2025 Central Indiana Top Workplaces honor for a second consecutive year\. This recognition is based solely on employee feedback gathered by a third\-party survey conducted by Energage, LLC\. The survey measures the employee experience and themes including: feeling respected \& supported, enabled to grow and empowered to execute to name a few\. - [A Year in the Evolution of Data Quality](https://clinicalarchitecture.com/a-year-in-the-evolution-of-data-quality/): In our recent webinar, A Year in the Evolution of Data Quality, Charlie Harp, CEO of Clinical Architecture, shares key findings from the 2024 Healthcare Data Quality Survey and introduces the innovative Patient Information Quality Improvement \(PIQI\) framework\. - [Powering Pharmacogenomics: Clinical Architecture’s Role in Advancing Personalized Medicine in the NHS](https://clinicalarchitecture.com/powering-pharmacogenomics-clinical-architectures-role-in-advancing-personalized-medicine-in-the-nhs/): The PROGRESS study is transforming how medications are prescribed in the NHS by integrating pharmacogenomics into routine care\. By using genetic insights to tailor drug therapies, this initiative helps reduce adverse drug reactions, optimize treatment effectiveness, and improve patient safety\. ## Pages - [Clinical Architecture: Healthcare Data Quality and Interoperability Solutions](https://clinicalarchitecture.com/): The pursuit of high quality healthcare data takes commitment and focus\. We put powerful tools at your fingertips that deliver semi\-automated terminology mapping and data usability solutions for improved interoperability to transform your clinical data into a valuable asset\. - [Symedical](https://clinicalarchitecture.com/symedical/): Symedical is an innovative, vendor-neutral solution designed to improve healthcare data quality, provide a platform to enable the aggregation of clinical data, automate semantic normalization and interoperability, and enrich your data to make it meaningful and actionable\. - [Pivot](https://clinicalarchitecture.com/pivot/): Pivot is a healthcare interoperability and data quality solution that combines format transformation, terminology normalization, and data quality validation into a single application\. - [PIQXL Gateway](https://clinicalarchitecture.com/piqxl-gateway/): The PIQXL Gateway is an innovative tool that evaluates the quality of patient information and identifies the root cause of data quality problems\. - [Professional Services](https://clinicalarchitecture.com/professional-services/): Our data experts accelerate implementation, streamline data on-boarding/migration, supplement internal resources or assume complete outsourcing of data quality services\. - [Clinical Content](https://clinicalarchitecture.com/clinical-content/): Access thousands of content assets that are curated and managed by our experienced team of clinicians and terminology experts\. - [Resource Center](https://clinicalarchitecture.com/resource-center/): Find the latest Clinical Architecture news, podcast episodes, case studies, and more in our resource center\. - [Careers](https://clinicalarchitecture.com/careers/) - [Who We Serve](https://clinicalarchitecture.com/who-we-serve/) ## Case Studies - [From Fragmented to Future\-Ready: How Data Governance Fueled Clinical Transformation](https://clinicalarchitecture.com/case-study/from-fragmented-to-future-ready-how-data-governance-fueled-clinical-transformation/): LifePoint Health partnered with Clinical Architecture to create a seamless data governance structure to improve data usability and impact the health system in a variety of ways: reducing care variation, improving quality measure reporting, providing a better patient experience through streamlined communications, and optimizing resource allocation for better cost control\. This initiative also included migrating its data repository to the Google Cloud platform\. - [Modernizing and Streamlining Health Information Exchange](https://clinicalarchitecture.com/case-study/modernizing-and-streamlining-health-information-exchange/): The University of Kentucky HealthCare system \(UKHC\), which includes several hospitals, clinics, and specialized health facilities, serves a diverse population from across the state\. Much like in other healthcare delivery networks, UKHC understood that improving patient care requires sharing patient data with providers beyond their walls\. They set out to enhance their existing integration engine to create a data sharing platform that enables new capabilities\. This included the need for a terminology management system that could easily scale and provide enterprise\-level functionality as demand for data sharing with external partners increased\. They needed a new solution – one that delivered on their key goals of improved partner engagement and seamless information exchange outside their health system\. - [Advance Real\-time Insights with Data Quality Automation](https://clinicalarchitecture.com/case-study/advance-real-time-insights-with-data-quality-automation/): The volume and complexity of HCA’s healthcare data presents unique data management, quality, and usability challenges\. Medication orders, diagnoses, and lab results data must first be acquired, consistently normalized to standard terminologies, and categorized into value sets\. To maximize efficiency and achieve higher levels of data quality, HCA deployed Symedical\®\ for enterprise terminology management as a single source of truth across their organization as well as to provide computer\-assisted data normalization and value set management capabilities\. - [The Joint Commission Experience with Symedical](https://clinicalarchitecture.com/case-study/the-joint-commission-experience-with-symedical/): The Joint Commission enterprise is a global driver of quality improvement and patient safety in health care as an independent nonprofit organization that offers accreditation and certification for healthcare ventures across the United States\. ## Case Synopses - [Multiple Improvements in Quality of Care, Cost, and Efficiency](https://clinicalarchitecture.com/case-synopsis/multiple-improvements-in-quality-of-care-cost-and-efficiency/): Large health system pursuing delivery of high\-quality care and better patient and provider experiences at a lower overall cost\. The health system was also seeking to maximize their investment in people, such as data stewards, by leveraging their work across multiple ministries to reduce training costs and duplication of effort while improving overall data quality\. - [Transition to a Data\-Driven Health System](https://clinicalarchitecture.com/case-synopsis/transition-to-a-data-driven-health-system/): Large health system whose data is driving better patient outcomes in very real and measurable ways\. Standardizing data and analytics tools has been key to improving patient outcomes\. - [Clinical Data Solution for Payers](https://clinicalarchitecture.com/case-synopsis/clinical-data-solution-for-payers/): A large healthcare payer was seeking to efficiently manage the flow of inbound clinical data with a need to format and organize the data for downstream analysis and decision\-making\. ## Events - [DirectTrust Annual Conference](https://clinicalarchitecture.com/event/directtrust-annual-conference-2025/) - [Are You Getting Value From Your Value Sets?](https://clinicalarchitecture.com/event/are-you-getting-value-from-your-value-sets/) - [A Year in the Evolution of Data Quality](https://clinicalarchitecture.com/event/a-year-in-the-evolution-of-data-quality/) - [The Taxonomy of Data Quality](https://clinicalarchitecture.com/event/the-taxonomy-of-data-quality/) - [Digital Data Stewardship™ for Trusted, High\-Quality Data Exchange](https://clinicalarchitecture.com/event/digital-data-stewardship-webinar-2022/) ## Podcast - [Informonster Podcast] (https://clinicalarchitecture.com/podcast/): Welcome to the Informonster Podcast, a podcast about the Healthcare IT industry hosted by Charlie Harp, CEO of Clinical Architecture\. This podcast fosters an educational and professional discussion about healthcare information technology, including events in the industry, interviews with thought leaders, and much more\! - [Episode 40: Unpacking AI and Interoperability Trends with Joerg Schwarz](https://clinicalarchitecture.com/podcast/episode-40-unpacking-ai-and-interoperability-trends-with-joerg-schwarz/): Joerg Schwarz, Senior Director, Global Industry Strategy \& Solutions, Healthcare Data \& Interoperability of Infor joins Charlie Harp to explore the future of healthcare data\. They unpack how AI is raising the bar for interoperability, why data quality can’t be an afterthought, and how the PIQI Alliance is bringing the industry together to drive meaningful change\. From FHIR adoption to scalable innovation, Joerg shares real\-world insight into where healthcare data needs to go next\. - [Episode 39: Moving the PIQI Framework Forward \- Spring 2025](https://clinicalarchitecture.com/podcast/episode-39-moving-the-piqi-framework-forward-spring-2025/): In this episode of the Informonster Podcast, Clinical Architecture CEO Charlie Harp hands over the mic to our VP of Marketing, Jaime Lira, for a conversation about the evolution of the PIQI Framework\. From its early beginnings as a taxonomy to its growing momentum across the industry, Charlie shares how PIQI has progressed, what’s coming next for the PIQI Alliance, and why standardizing patient data quality is more important than ever\. - [Episode 38: How Velox Helps Payers Measure Data Usability](https://clinicalarchitecture.com/podcast/episode-38-how-velox-helps-payers-measure-data-usability/): In this episode of The Informonster Podcast, Charlie Harp sits down with Michael Klotz, CEO of Velox, to explore how Velox is helping payers move toward smarter, more streamlined access to clinical data\. They discuss how the Velox platform helps payers benchmark and improve data quality, and how shared standards and smart analytics are laying the groundwork for a more connected, responsive healthcare system\. The episode also covers our partnership, which merges Velox’s data platform with tools like PIQXL Gateway to score the quality and remediate issues\. Plus, hear the story behind Velox’s signature “green donut” dashboard, an eye\-catching KPI that’s becoming a symbol for clean, real\-time, FHIR\-based clinical data\. - [Episode 10: The Architecture of Intolerance: Discussing How Healthcare IT Documents Substance Intolerances and Allergies](https://clinicalarchitecture.com/podcast/episode-10-the-architecture-of-intolerance-discussing-how-healthcare-it-documents-substance-intolerances-and-allergies/): In this episode of the Informonster Podcast, Charlie Harp talks about the origins and importance of allergies and tolerances in Healthcare IT, as well as what makes them unique from other terms within the system\. He then discusses how different systems handle allergies and intolerance as well as the issues that come up with them and how he thinks they could be solved\. - [Episode 12: Healthcare Terminology Standardization and Normalization](https://clinicalarchitecture.com/podcast/episode-12-healthcare-terminology-standardization-and-normalization/): In this episode of the Informonster Podcast, Charlie Harp talks about the notions of standardization and normalization, what they mean in the context of healthcare terminologies, and their relative pros and cons\. ## Research Briefs - [Comparative Assessment of Value Set Quality](https://clinicalarchitecture.com/research-brief/comparative-assessment-of-value-set-quality/) ## White Papers - [Leveraging Artificial Intelligence to Enable Real\-time Semantic Interoperability](https://clinicalarchitecture.com/white-paper/leveraging-artificial-intelligence-to-enable-real-time-semantic-interoperability/) - [Value Sets: Critical Success Factors](https://clinicalarchitecture.com/white-paper/value-sets-critical-success-factors/) - [The 6 Cs Framework for Assessing Value Set Quality](https://clinicalarchitecture.com/white-paper/the-6-cs-framework-for-assessing-value-set-quality/): Value sets are crucial in health information technology, but poor\-quality value sets can lead to inaccurate conclusions and suboptimal outcomes\. Clinical Architecture developed the 6 Cs Framework for Assessing Value Set Quality to ensure stakeholders can trust the quality of their value sets throughout their lifecycle\. This framework guides both value set creation and ongoing evaluation\.