List of the Top 25 Medical Affairs Platforms for Enterprise in 2026

Our goal is to enable pharmaceutical sales and medical affairs teams through a digital platform that is not only user-friendly and efficient but also fully compliant with industry standards. By streamlining the sales process, we guarantee that the right content is delivered to the intended audience on multiple platforms, all while ensuring transparency in prospect engagement. From the outset of our design, we have prioritized compliance, integrating it seamlessly into our platform. Our system works harmoniously with popular tools such as Veeva Vault and Veeva CRM, which are staples in the pharmaceutical sector. Utilizing our data-driven solutions, you can gain critical insights into the effectiveness of your content. The onboarding process is designed to be smooth, allowing teams to focus more on sales and building relationships with potential clients. Recognizing the essential role compliance plays in your operations, MobileLocker greatly simplifies these requirements. Whether your team is operating on mobile devices, desktops, online, or offline, they will always have access to the most current version of any asset uploaded. Furthermore, managing expiration dates and the distribution of all your materials is straightforward, ensuring your team is consistently equipped with the latest information. In today's fast-paced landscape, having reliable and immediate access to updated resources can significantly enhance the quality of interactions and lead to more favorable outcomes for your organization. This commitment to providing essential tools and resources ultimately supports your team's success in achieving their objectives.

The Regulatory Affairs Management Suite (RAMS) by Emergo, a UL company, provides a comprehensive software-as-a-service platform designed to streamline regulatory and quality management for businesses in the medical device and in vitro diagnostics sectors. Leveraging deep regulatory compliance knowledge, RAMS offers an array of tools that enable users to adeptly maneuver through the complex and evolving landscape of global medical device regulations. A notable feature includes product classification, which helps users by leading them through a systematic series of questions to determine or verify their device classifications accurately. The Smart Builder feature provides detailed, step-by-step guidance along with pre-written text to assist in the development of precise regulatory documents, making the process of device registration more efficient and accelerating market access. Additionally, the Registration Tracker automates the management of international certifications and registrations, helping organizations to stay on top of renewals and maintain compliance consistently. By adopting this proactive methodology, companies not only improve their operational efficiency but also effectively mitigate the likelihood of regulatory challenges, allowing them to focus on innovation and growth in the competitive medical device market. Ultimately, RAMS empowers businesses to navigate regulatory landscapes with confidence and agility.

MedUniverse is a groundbreaking digital platform and consultancy designed to strengthen the ties between healthcare professionals and the life sciences industry. By focusing on patient-centered interactions, it tackles the obstacles encountered in clinical settings, ultimately facilitating more informed treatment options. Through the use of engaging and interactive patient scenarios, MedUniverse improves communication between pharmaceutical companies and healthcare providers, providing a versatile, plug-and-play solution that can be customized for various segments and meeting types. This approach not only enhances and assesses digital initiatives but also seamlessly integrates into existing workflows, increasing overall effectiveness. In addition, the platform collects valuable interaction data that aids in advancing knowledge and achieving better patient outcomes. Serving as a vital connector between the industry and healthcare professionals, MedUniverse offers experiences that are both engaging and intuitive, thereby enriching the broader healthcare conversation. Ultimately, it significantly influences the evolution of interactions between life sciences and healthcare, fostering enhanced collaboration and innovation for the future. Consequently, MedUniverse stands out as a key player in the advancement of healthcare practices and patient care.

TikaDevice is a comprehensive platform for data integration and analytics that equips Sales Representatives with valuable customer insights and essential tools. Its proprietary analytics can be accessed conveniently from any location, facilitating improved communication between customers and sales leaders. This enhanced interaction leads to greater oversight in management and, crucially, boosts sales performance. By harnessing the power of TikaDevice, organizations can optimize their sales strategies and drive effective engagement with their clientele.

We explore health beyond conventional medical settings to better understand the impact of diseases on individuals. This comprehensive view of patient health uncovers new opportunities for business by introducing innovative ways to measure disease and overall wellness. By focusing on how illnesses influence everyday life, we can improve engagement with both healthcare providers and insurance payers, while also enhancing support for patients. Our goal is to create advanced algorithms that can predict the onset and progression of diseases, as well as identify key moments for timely interventions. Leveraging real digital data, we promote the benefits of our services. Our technology-enabled platform supports real-world research that incorporates unique behavioral data from daily life, offering advantages to clinical, medical affairs, and commercial sectors through Evidation's virtual research hub, Achievement. With customizable study designs and strategies for device integration, we streamline protocol management to ensure effective study execution. Moreover, we provide the option for sponsorship by either our team or your organization, fostering collaborative efforts tailored to specific needs. Ultimately, this approach aims to enhance the overall healthcare landscape by integrating innovative methodologies that benefit all involved stakeholders.

Sorcero is a cutting-edge platform that utilizes artificial intelligence to transform complex medical information into actionable insights tailored for the life sciences industry. It features a variety of tools, including Medical Insights Management, Intelligent Publication Monitoring, Plain Language Summaries, and Intelligent Systematic Literature Review, all designed to integrate and interpret both structured and unstructured data from multiple sources. By harnessing AI to analyze medical themes, research notes, and findings, Sorcero delivers precise and high-quality answers to intricate medical questions, thereby empowering teams in Medical Affairs, Pharmacovigilance, and Regulatory Affairs to make more informed decisions. The platform not only accelerates literature monitoring and aids in content generation but also promotes evidence-based decision-making, which significantly enhances patient outcomes while optimizing operational workflows. Furthermore, Sorcero's advanced features contribute to improved collaboration among various stakeholders in the healthcare ecosystem, fostering a more interconnected approach to medical research and practice. Ultimately, this innovative solution stands to revolutionize the way life sciences professionals access and utilize critical medical insights.

Rumi serves as an interactive platform designed for digital conversations between key opinion leaders and various stakeholders in the healthcare sector. Tailored specifically for organizations within healthcare and life sciences, Rumi facilitates connections with medical professionals, patients, and caregivers. This platform provides a robust solution for fostering collaboration among stakeholders. Accessible on both desktop and mobile devices, Rumi features a range of virtual engagement applications that prioritize convenience for users while remaining cost-effective for sponsors. By enabling more meaningful interactions and generating valuable insights, Rumi surpasses the capabilities of traditional video conferencing and in-person meetings, allowing users to focus on obtaining targeted outcomes. Essentially, Rumi is an invaluable resource for healthcare brands, organizations, agencies, or consultants aiming to gather profound and insightful feedback from their stakeholders, thereby enhancing their engagement strategies. The platform’s unique approach ensures that users can navigate the complexities of healthcare engagement effectively.

PubHive Navigator represents a cutting-edge software solution that leverages artificial intelligence to improve the effectiveness of scientific literature management and safety protocols for life science entities of all sizes. It offers a robust array of workflow tools that include literature review, curation, annotation, collaborative efforts, search capabilities, reporting, citation management, and oversight of research activities. The platform features AI-enhanced smart workspaces that enable centralized literature management, collaborative writing for research initiatives, and efficient team communication, all while providing integrations for document delivery and reuse rights, along with pre-configured workflows designed for various operational sectors. Additionally, PubHive Navigator seeks to simplify the intricate challenges tied to enterprise-level scientific literature and safety information processing, making it a flexible resource for teams involved in areas such as drug safety and pharmacovigilance, medical affairs, clinical affairs, and research and development. This adaptability not only streamlines operation but also empowers organizations to refine their research workflows and boost productivity across their teams, fostering a more dynamic approach to scientific advancement. Ultimately, the platform's design supports continuous improvement and innovation in life sciences.

Anju Software's Medical Affairs Suite offers a comprehensive solution designed to enhance the medical affairs process significantly. Leveraging the innovative Anju MAX platform, it focuses on essential areas such as medical information management, communication strategies, and KOL (Key Opinion Leader) engagement, which collectively drive improved performance and demonstrate substantial value. One of its key tools, IRMS MAX, serves as a leading medical information resource that proficiently captures and shares content while ensuring compliance with industry standards. In addition, iCare MAX allows for convenient access to medical content through secure, branded platforms tailored to the company’s needs. Another important feature, Pubstrat MAX, aims to increase the visibility and influence of scientific publications, while MA Knowledge assists in filtering and providing relevant, validated information to field teams. Together, these tools work in unison to enhance content delivery, maintain consistency in user experience, and elevate overall project efficiency, thereby offering significant advantages to the organizations that implement them. This cohesive strategy not only simplifies operational workflows but also empowers medical teams to make well-informed decisions, leading to more effective outcomes in their respective fields. Furthermore, the integration of these resources fosters collaboration, ensuring that all stakeholders are aligned toward common objectives.

MedAffairs AI is a cloud-based machine learning solution designed to enhance the Medical Affairs domain within the pharmaceutical sector by utilizing advanced artificial intelligence. By tapping into a vast database of medical affairs knowledge, it provides users with swift and accurate responses to their questions, significantly reducing the time spent navigating through numerous drives and folders. This groundbreaking platform streamlines the integration of internal resources, such as clinical trial data, standard operating procedures, and relevant articles, allowing users to readily acquire information by querying their uploaded files. Each response is directly linked to the appropriate source document, making it easy to reference. In addition, MedAffairs AI facilitates searches across both internal and external datasets, delivering comprehensive insights into medical knowledge, adherence to regulations, interactions with key opinion leaders, and the development of medical strategies. By doing so, the tool not only conserves valuable time but also boosts the effectiveness of the Medical Affairs team in their strategic decision-making processes, ultimately contributing to better outcomes in the pharmaceutical landscape. This innovative approach signifies a notable advancement in how medical affairs teams operate, paving the way for improved collaboration and knowledge sharing.

X-Fly emerges as a leading insights management solution specifically engineered for teams in medical affairs and life sciences, offering an intuitive interface that streamlines the processes of capturing, analyzing, and disseminating vital insights. Users have the flexibility to gather information from various devices or CRM systems, utilizing either spontaneous free text input or organized survey answers. The platform's dynamic and automated reporting functions eliminate the intricacies associated with conventional spreadsheets, promoting effective analysis and the detection of patterns and new trends. Powered by an AI-enhanced copilot, X-Fly automates mundane tasks, elevates the quality of insights, and monitors the latest trends, thus facilitating data-driven decision-making. It is crafted to be both scalable and customizable, catering to the requirements of small teams transitioning from Excel as well as large multinational corporations, all supported by a streamlined two-week implementation process. Additionally, X-Fly emphasizes strong security and compliance measures to ensure data privacy across various markets, featuring comprehensive access controls. This dedication to both security and user experience renders it an adaptable solution for organizations looking to refine their insights management strategies, making it a valuable asset in today's data-centric landscape.

Hyperfly serves as a comprehensive and compliant platform tailored for collaborative efforts among multiple teams, streamlining every aspect of Health Care Professional (HCP) operations management from the initial stages to the final payment processes. It efficiently addresses a variety of tasks, including the creation of engagement requests, the execution of assessments, the acquisition of necessary approvals, compliance with cross-border regulations, the management of digital contracts, the invitation of qualified HCPs, the evaluation of conflicts of interest for service providers, the setting and approval of Fair Market Value (FMV) payments, the handling of exceptions, the application of monetary and service limits, the protection of data privacy and consent, the approval of activities post-service completion, the processing of HCP expenses, the management of budget distributions, and the authorization of payment transactions. Additionally, Hyperfly features a fully integrated self-service portal for HCPs, significantly enhancing user accessibility and operational efficiency, which ultimately contributes to better outcomes in healthcare management. This platform not only simplifies complex processes but also empowers organizations to maintain strict compliance while optimizing their HCP operations, reinforcing its status as an essential asset in the healthcare landscape. By utilizing Hyperfly, organizations can ensure a streamlined workflow that supports both effectiveness and regulatory adherence.

Symmetryk serves as a specialized engagement software platform tailored for the life sciences industry, transforming how field teams connect with the healthcare community. It provides effortless access to scientific resources, equipping field teams with the essential tools needed for effective interactions. By streamlining content discovery, personalization, and compliance adherence, Symmetryk enables customer-facing teams to conduct impactful presentations, engage in meaningful dialogues, and build robust relationships with healthcare professionals. The platform ensures users can access critical information in various settings—whether in a doctor's office, a hospital's lower levels, or while traveling—guaranteeing they always have the most current data at their fingertips. With an efficient content database, users can find any material in just three clicks, significantly enhancing productivity. In addition, Symmetryk offers detailed analytics on content utilization and insights into which resources are most effective for medical science liaisons, thereby boosting the efficacy of their outreach initiatives. This comprehensive approach allows organizations to harness these insights for ongoing refinement of their engagement strategies, ultimately enhancing communication and collaboration with healthcare providers. By leveraging such data-driven insights, companies can ensure they remain at the forefront of effective engagement within the life sciences landscape.

iEnvision is a comprehensive online solution developed by Envision Pharma Group, designed to enhance efficiency, ensure compliance, and maximize impact throughout the pharmaceutical product life cycle. Tailored for medical affairs, it supports the strategic planning and management of evidence generation, grant oversight, and communication strategies. As a Software-as-a-Service (SaaS) platform, iEnvision offers rapid deployment and scalability ideal for large organizations, removing the necessity for IT department involvement or complicated setup processes. Users benefit from a unified interface accessible via a single URL, accompanied by pre-configured workflows that comply with industry regulations. The platform simplifies integration through its APIs, which support features like Single Sign-On (SSO), eSignature, and citation retrieval, while also providing multilingual support to accommodate a wide range of users. This adaptability positions iEnvision as an invaluable resource for organizations seeking to streamline their medical affairs functions effectively. Additionally, the platform's user-friendly design ensures that teams can easily navigate and utilize its features, further enhancing productivity and collaboration.

LifeSphere Medical Affairs, developed by ArisGlobal, is a cloud-based solution designed to enhance efficiency, ensure regulatory compliance, and foster collaboration among medical affairs professionals. It offers a unified workspace that merges medical information management with safety and quality assurance systems, facilitating thorough automation and real-time data sharing. This platform streamlines the process of collecting and managing medical inquiries across multiple channels, automates the processing of product complaints and adverse events, and ensures compliance with ever-evolving global regulatory standards. Equipped with advanced analytics and reporting features, it provides crucial insights that support data-driven decision-making and improve patient outcomes. LifeSphere Medical Affairs is tailored to be both scalable and customizable, catering to the unique needs of organizations of all sizes. Additionally, it enables medical teams to navigate effectively through a rapidly changing regulatory environment while enhancing their overall operational performance. This adaptability is particularly vital as the medical landscape continues to evolve, ensuring that teams remain responsive and proactive.

ZAIDYN is an advanced, cloud-based solution developed by ZS, designed to revolutionize the life sciences industry. This pioneering platform integrates advanced analytics, machine learning functionalities, and intelligent workflows to assist organizations in optimizing their research and development, commercialization, and patient engagement processes. With its modular design, ZAIDYN provides adaptable solutions that can be tailored to fit a variety of needs, allowing for seamless integration with existing IT infrastructures due to its open architecture. By offering unified, high-quality data and actionable insights, the platform promotes improved collaboration among various departments, reducing operational silos and fostering more strategic decision-making. Emphasizing security and compliance, ZAIDYN ensures data privacy and adheres to regulatory requirements, positioning itself as a reliable choice for life sciences enterprises aiming to drive innovation and improve health outcomes. Its extensive capabilities empower organizations to effectively address the challenges of the industry, ultimately enhancing their overall operational efficiency and effectiveness. This makes ZAIDYN not just a tool, but a strategic partner in the pursuit of excellence within the life sciences domain.

Syneos Health offers comprehensive medical affairs solutions aimed at helping pharmaceutical and biotechnology companies navigate the complex landscape of medical and scientific challenges. Their services encompass developing medical strategies, implementing field medical teams, executing late-phase real-world studies, conducting health economics and outcomes research, and facilitating scientific communication initiatives. By working closely with your organization, Syneos Health seeks to enhance your scientific messaging and value proposition for a diverse range of stakeholders, which ultimately leads to better patient care and more effective product launches. Their all-encompassing approach ensures that the safety, efficacy, and impact of your product on patient outcomes are thoroughly conveyed to the key audiences. This dedication not only increases the recognition of your innovations but also strengthens the relationship between your products and the healthcare community, fostering a collaborative environment for future advancements. Such partnerships are pivotal in driving progress and ensuring that new therapies reach those in need efficiently.

SteepRock presents an extensive array of AI-enhanced tools designed to elevate your presence in the market by pinpointing crucial influencers and analyzing vast datasets, all while optimizing analytics processes, uncovering hidden insights, and summarizing multimedia content to facilitate improved decision-making. At the forefront of our offerings is Opinion Leader Analytics (OLA), a cutting-edge big data search engine tailored for the healthcare sector, providing comprehensive insights into healthcare professionals (HCPs), healthcare organizations (HCOs), care systems, payers, and both digital and social media environments. Complementing this is the Opinion Leader Management System (OLMS), which offers a complete view of significant figures, patient and professional organizations, and accounts that affect your brand by consolidating real-time data on billions of external activities alongside your company’s internal metrics. Our AI analytics platform adeptly converts raw data into straightforward, actionable strategies, effectively removing personal biases and subjective inclinations, thus empowering you to make precise, objective, and influential decisions. This compelling blend of tools not only deepens your market understanding but also arms you with essential insights to maintain a competitive edge. Furthermore, by utilizing these resources, your organization can swiftly adapt to evolving market dynamics, ensuring sustained growth and success.

MediSpend is a global technology company that provides exceptional solutions aimed at helping life sciences organizations grow their operations while meeting regulatory requirements through high-quality software and dedicated customer support. Serving as the compliance record system for major pharmaceutical, medical device, dental, and emerging biotech companies worldwide, MediSpend offers a comprehensive global compliance suite, recognized as the first SaaS solution in the industry tailored to manage the entire HCP/O engagement process alongside transparency reporting. This robust suite includes the engagement manager, which enables companies to plan, communicate with, and compensate HCP/Os for activities that align with their objectives while incorporating built-in regulatory guidelines; the transparency solution, designed to effectively consolidate, verify, and report value transfers to ensure adherence to all international regulations and ethical practices; and the funding management solution, which tracks organizations' grants and funding applications from the initial submission through to the conclusion of events, significantly improving operational effectiveness. By harmonizing these components, MediSpend is instrumental in promoting compliance and transparency within the life sciences industry, ultimately aiding organizations in navigating complex regulatory landscapes. The firm’s innovative approach not only enhances operational efficiency but also builds trust within the industry.

Kwello is a remarkable platform designed specifically for Medical Affairs teams, enabling them to implement, assess, and refine their strategic initiatives effectively. With the groundbreaking assistance of ElsieAI, our generative AI insights assistant, Kwello revolutionizes how insights are analyzed by focusing on actionable strategies derived from a diverse array of data sources tailored to the specific needs of the medical field. Our approach to speeding up insights revolves around the deliberate collection of meaningful data, ensuring that strategies remain aligned to promote swift decision-making while also considering their long-term implications. Key features of Kwello include the capacity to gather both structured and unstructured insights from the field, ongoing monitoring of alignment with your medical narrative, and comprehensive social media tracking of Key Opinion Leaders (KOLs) and Digital Opinion Leaders (DOLs). Moreover, Kwello employs advanced AI that is specifically trained in medical contexts for thorough analysis. In addition, we support your team with coaching that provides a comprehensive view of the dynamics at play, ensuring exceptional performance, along with the ability to articulate your narrative through captivating and informative reports. Ultimately, Kwello not only boosts the operational effectiveness of Medical Affairs but also enriches the strategic insights available to the teams, paving the way for more informed decision-making and better outcomes in the medical landscape. This multifaceted approach positions Kwello as an indispensable ally for any Medical Affairs team striving for excellence.

PubPro is a sophisticated software solution for medical affairs that aims to enhance compliance and streamline approval workflows, enabling life sciences companies to stay ahead of the competition. By automating various publication processes, PubPro significantly speeds up the introduction of groundbreaking treatments to healthcare providers and patients alike. The platform boasts features such as intelligent routing, robust approval systems, real-time updates from journals and congresses, and automated escalation of tasks, all contributing to a reduced time-to-market. Designed to align seamlessly with an organization's existing operating procedures, PubPro allows for comprehensive management of every workflow phase from a single interface, thereby removing the need for cumbersome multiple applications. It facilitates collaborative document creation, assigns reviewers based on specific roles, and provides customized dashboards for users. Furthermore, to reduce the likelihood of errors and address compliance challenges, PubPro includes adaptable routing for debarment checks and ongoing audit tracking, making it a vital asset for contemporary medical affairs teams. Consequently, organizations can devote more energy to their primary objectives while effectively overseeing their publication-related responsibilities. This streamlined approach not only optimizes efficiency but also enhances overall productivity within the medical affairs sector.

Neolytica, part of QPharma, focuses on healthcare analytics, leveraging data science and AI to enhance medical communication and commercialization within the life sciences industry. The flagship product, Ti Expert, provides comprehensive insights into Key Opinion Leaders (KOLs) and Community Opinion Leaders (COLs), highlighting their influence, social networks, and promotional strategies to facilitate effective engagement planning. Additionally, the NotifyMe tool offers real-time monitoring of KOLs' social media activities, delivering immediate notifications to keep teams informed of critical developments. Aiming to foster better collaboration between medical and commercial sectors, Neolytica incorporates a cohesive platform that upholds strict compliance standards for regulatory adherence. Their innovative approach also features sentiment analysis, empowering users to assess the impact of their medical communications and refine their strategies as needed. By combining these sophisticated tools, Neolytica aspires to transform the way life sciences companies interact with essential stakeholders while ensuring that their communications resonate effectively. This commitment to innovation positions Neolytica as a leader in the evolving landscape of healthcare analytics.

PRECISIONscientia's KOL Data Solutions offers a comprehensive suite of sophisticated tools designed to reveal and illustrate the impact of thought leaders, thereby improving engagement tactics and monitoring initiatives. The Expert Dashboard provides in-depth profiles of physicians with expertise in specific therapeutic areas, assessing their networks, research output, clinical trials, presentations, and specialized knowledge to deliver a well-rounded perspective on potential collaborators. Moreover, it features visual aids that simplify complex relationships among thought leaders, assisting users in spotting rising stars and categorizing potential alliances. The platform is flexible, tailored to meet the unique demands of various projects, and allows the integration of external surveys and sales data to enhance the information provided. Additionally, the DOL Map focuses on digital opinion leaders by gathering and analyzing online conversations to measure their impact and relevance to particular brands. This dynamic tool captures real-time discussions in the scientific digital media landscape, providing critical insights into hot topics and ongoing dialogues. Overall, these solutions equip organizations with the necessary resources to make strategic decisions in their outreach and engagement strategies, ultimately fostering stronger connections within the scientific community.

PharMethod distinguishes itself as a leading provider of solutions tailored for the management of speaker bureaus, events, and online customer engagement specifically within the pharmaceutical industry. Their comprehensive 360° strategy for managing pharmaceutical speaker bureaus includes the cutting-edge online platform PharmaSpeak, paired with crucial services such as KOL and speaker management, strategic account oversight, compliance tracking, and in-depth reporting on aggregated spending data. Moreover, PharMethod is adept at offering extensive meeting and event management services that cater to local, national, and global needs, encompassing live, virtual, and hybrid event coordination, detailed event planning and design, as well as strong meeting management services that cover production, staging, and audiovisual support. Their dedication to attendee engagement is reflected in their efficient content delivery and financial management, which together create a seamless experience. Additionally, PharMethod's healthcare professional (HCP) engagement platforms enable meaningful and tailored virtual interactions for HCPs, providing them with access to media resource centers filled with on-demand content specifically designed for their needs. This multifaceted approach not only highlights PharMethod's commitment to innovation but also showcases its aim to significantly enhance the way the pharmaceutical industry connects with vital stakeholders. Ultimately, PharMethod's offerings pave the way for improved engagement strategies that align with the evolving landscape of healthcare communications.

Cognipharma's HCP Engagement Platform is a SaaS solution specifically designed for pharmaceutical enterprises looking to enhance their omnichannel strategies and build meaningful relationships with healthcare providers. This innovative platform seamlessly integrates with numerous CRM systems, such as Veeva, IQVIA OCE, and Salesforce, as well as bespoke solutions, allowing for a coherent management of customer data. One of its key strengths includes rapid HCP registration and validation, enabling swift access to resources through single sign-on while confirming authenticity against public databases or existing CRM entries. Furthermore, the platform emphasizes the importance of managing consent and preferences, facilitating the gradual accumulation of channel and content preferences that align communications with the needs of healthcare professionals. By focusing on personalized content and optimizing interaction channels, Cognipharma's offering aims to boost marketing and sales performance metrics while delivering essential insights into customer journeys across diverse channels. This strategic approach not only aids in making informed decisions but also strengthens the bonds between pharmaceutical firms and healthcare practitioners, ultimately paving the way for more effective collaborations in the healthcare landscape. Such enhancements in engagement strategies can lead to improved patient outcomes and foster a more responsive healthcare ecosystem.