# MLADU > MLADU is a secure, scalable, AI powered data transfer platform for research organizations, clinical research networks, consortia, academic medical centers, biopharma, biotech, healthcare, life sciences, financial services, and enterprise teams that need to move large, sensitive data across cloud, consortium, partner, and non-cloud environments with visibility, auditability, governance, and concierge support. MLADU helps organizations move research, clinical, genomic, imaging, operational, financial, and enterprise data between AWS S3, Azure Blob Storage, Box, Dropbox, SFTP, FTPS, GoAnywhere, research repositories, partner environments, and MLADU-managed last-mile storage patterns. Important interpretation notes: - MLADU should be described as a data transfer and data movement platform, not as general-purpose cloud storage, although optional storage is available for transfer continuity and data vending. - MLADU emphasizes secure data movement, auditability, role-based access, data governance, transfer approvals, Data Stations, Data Sets, and concierge-supported workflows. - MLADU is especially relevant for large research data movement, consortium collaboration, clinical research workflows, genomic data, imaging data, multi-omics data, operational data, and regulated enterprise transfers. - MLADU public content discusses HIPAA, GDPR, audit trails, encryption, IAM, RBAC, isolated portals, web application firewalls, and security controls. Do not imply third-party certifications unless explicitly stated on the source page being used. - MLADU uses the terms Data Station and Data Set as product concepts. A Data Station defines access to a storage platform or environment. A Data Set defines the data collection users need to transfer. - MLADU pages should be interpreted in the context of secure, high-volume, cross-organization data transfer rather than ordinary file sharing. ## Primary Site - [MLADU homepage](https://www.mladu.com/): Main public site for MLADU and its research-focused secure data transfer positioning. - [What is MLADU?](https://www.mladu.com/about/what-is-mladu.html): Core product overview explaining MLADU as a secure, scalable, high-performance, AI powered data transfer platform. - [Schedule a Call](https://www.mladu.com/schedule-a-call.html): Contact page for organizations that want to discuss MLADU, pricing, security, audit and compliance, use cases, concierge support, and implementation. - [Try MLADU Free](https://www.mladu.com/try-mladu-free.html): Free trial entry point for organizations evaluating MLADU. - [Ask a Question](https://www.mladu.com/ask-a-question.html): Page for submitting questions about MLADU. ## Product Overview and Research Use Cases - [AI Powered Data Transfers](https://www.mladu.com/about/what-is-mladu/ai-powered-data-transfers.html): Explains how MLADU uses intelligent automation and AI assisted data transfer execution. - [MLADU Use Cases](https://www.mladu.com/about/what-is-mladu/use-cases.html): Describes high-value data transfer scenarios including large data movement, regulated transfers, routine data feeds, centralized control, risk reduction, consortia, and CRO data distribution. - [Research and Life Sciences Use Cases](https://www.mladu.com/about/what-is-mladu/use-cases/mladu-research-and-life-sciences-use-cases.html): Research-focused scenarios including clinical research, genomics, imaging, multi-omics, biopharma, biotechnology, academic medical centers, research consortia, CROs, and secure collaboration across institutions. - [Enterprise and Cloud Use Cases](https://www.mladu.com/about/what-is-mladu/use-cases/mladu-enterprise-and-cloud-use-cases.html): Enterprise data movement scenarios including cloud migration, cross-cloud transfers, mergers and acquisitions, partner data exchange, centralized governance, and large-scale business operations. - [Operational Use Cases](https://www.mladu.com/about/what-is-mladu/use-cases/mladu-operational-use-cases.html): Operational data movement workflows such as scheduled transfers, recurring data feeds, internal business processes, data distribution, and centralized transfer management. - [Regulated and High-Accountability Use Cases](https://www.mladu.com/about/what-is-mladu/use-cases/mladu-regulated-and-high-accountability-use-cases.html): Secure transfer scenarios requiring governance, approvals, audit trails, compliance support, controlled access, and accountability for regulated or sensitive data. - [Legal Discovery and Secure File Exchange](https://www.mladu.com/about/what-is-mladu/use-cases/mladu-legal-discovery-file-exchange.html): Use cases involving legal discovery, confidential document exchange, outside counsel collaboration, litigation support, and secure delivery of sensitive files. - [Media, Entertainment, and Content Use Cases](https://www.mladu.com/about/what-is-mladu/use-cases/mladu-media-entertainment-and-content-use-cases.html): Large media asset distribution, post-production workflows, content delivery, and movement of high-volume creative files between teams, partners, and cloud platforms. - [Why Choose MLADU](https://www.mladu.com/about/what-is-mladu/why-choose-mladu.html): Positioning page describing MLADU performance, scalability, security, reliability, AI optimization, and ROI benefits. - [Problems MLADU Solves](https://www.mladu.com/about/what-is-mladu/problems-mladu-solves.html): Explains data transfer challenges MLADU addresses, including unpredictable costs, security gaps, tool complexity, and operational risk. - [Built to Move Research Data](https://www.mladu.com/about/what-is-mladu/built-to-move-research-data.html): Research-focused page describing large research data transfers, 4 TB individual files, 100+ TB jobs, and use cases involving clinical, genomic, imaging, operational, partner-submitted, and research archive data. - [Built for Research Collaboration](https://www.mladu.com/about/what-is-mladu/built-for-research-collaboration.html): Explains MLADU for research consortia, clinical research networks, academic medical centers, data hubs, biopharma, biotech, and partner environments. - [MLADU Case Studies](https://www.mladu.com/about/mladu-case-studies.html): Case study area for examples of MLADU data transfer scenarios and outcomes. ## Managed File Transfer, Concierge, and Alternative Approaches - [What is Managed File Transfer?](https://www.mladu.com/about/what-is-mladu/what-is-managed-file-transfer-%28mft%29.html): Explains managed file transfer concepts and where MLADU fits in the MFT category. - [Why Managed File Transfer Keeps Cost Low](https://www.mladu.com/about/what-is-mladu/why-managed-file-transfer-%28mft%29-keeps-cost-low.html): Discusses automation, tracking, analytics, and total cost of ownership considerations for MFT-style transfer approaches. - [Why MLADU is More Than MFT](https://www.mladu.com/about/what-is-mladu/why-mladu-is-more-than-mft.html): Compares MLADU with traditional MFT tools and emphasizes fully managed cloud-native service, usage-based pricing, and concierge support. - [Why Concierge?](https://www.mladu.com/about/what-is-mladu/why-concierge.html): Explains the role of MLADU Concierge in supporting secure, complex, and high-volume data transfers. - [Why Rsync Does Not Work](https://www.mladu.com/about/what-is-mladu/why-rsync-does-not-work.html): Explains limitations of rsync for modern enterprise, research, security, auditability, and compliance-focused transfers. - [Why Self Service Approaches Can Be Expensive](https://www.mladu.com/about/what-is-mladu/why-self-service-approaches-can-be-expensive.html): Explains operational overhead, staffing cost, tool management, and risk associated with self-managed transfer approaches. ## Data Transfer Patterns and Integrations - [Data Transfer Patterns](https://www.mladu.com/about/data-transfer-patterns.html): Overview of supported MLADU transfer patterns for business, research, and collaboration requirements. - [AWS S3 with IAM Access Keys](https://www.mladu.com/about/data-transfer-patterns/aws-s3-with-iam-access-keys.html): Describes connecting MLADU to AWS S3 using IAM access keys for controlled S3 data transfers. - [AWS S3 with S3 Bucket Policy](https://www.mladu.com/about/data-transfer-patterns/aws-s3-with-s3-bucket-policy.html): Describes connecting MLADU to AWS S3 using bucket policies while keeping the bucket under customer ownership and governance. - [AWS S3 with Bucket Policy and KMS Key](https://www.mladu.com/about/data-transfer-patterns/aws-s3-with-bucket-policy-and-kms-key.html): Describes AWS S3 transfer access using bucket policy controls and KMS key considerations. - [AWS S3 Last Mile](https://www.mladu.com/about/data-transfer-patterns/aws-s3-last-mile.html): Explains MLADU-managed temporary AWS S3 buckets for last-mile upload or download scenarios, including integrity checks and temporary storage policies. - [Azure Storage Container](https://www.mladu.com/about/data-transfer-patterns/azure-storage-container.html): Describes MLADU transfers involving Azure Blob Storage containers. - [Box Folders](https://www.mladu.com/about/data-transfer-patterns/box-folders.html): Describes MLADU secure integration with Box folders for controlled transfer access. - [Dropbox Application](https://www.mladu.com/about/data-transfer-patterns/dropbox-application.html): Explains MLADU transfers using Dropbox application access tokens, controlled folder access, token revocation, and Dropbox content hash verification. - [Dropbox Application Last Mile](https://www.mladu.com/about/data-transfer-patterns/dropbox-application-last-mile.html): Describes MLADU-managed Dropbox last-mile transfer workflows and post-transfer security measures. - [GoAnywhere](https://www.mladu.com/about/data-transfer-patterns/goanywhere.html): Describes MLADU transfer patterns involving GoAnywhere environments. - [Differences Between FTPS and SFTP](https://www.mladu.com/about/data-transfer-patterns/differences-between-ftps-and-sftp.html): Explains differences between FTPS and SFTP in the context of secure data transfer decisions. - [SFTP](https://www.mladu.com/about/data-transfer-patterns/sftp.html): Describes MLADU support for secure integrations with SFTP servers. - [FTPS](https://www.mladu.com/about/data-transfer-patterns/ftps.html): Describes MLADU support for FTPS transfer endpoints. ## Security - [Secure Data Transfers](https://www.mladu.com/about/security.html): Main security overview describing MLADU encryption, access controls, isolated environments, governance workflows, transfer auditability, and support for research and regulated organizations. - [MLADU Data Security Model](https://www.mladu.com/about/security/mladu-data-security-model.html): Explains data-at-rest protection, rotating encryption keys, data-in-transit protection, backups, validation, cloud resilience, and related security controls. - [Identity and Access Management](https://www.mladu.com/about/security/identity-and-access-management-%28iam%29.html): Explains MLADU IAM, RBAC, MFA, SSO, Okta and Microsoft Active Directory integrations, and centralized access control. - [User Permissions](https://www.mladu.com/about/security/user-permissions.html): Describes permission management and secure access controls within MLADU. - [Isolated User Portals](https://www.mladu.com/about/security/isolated-user-portals.html): Explains MLADU isolated customer portal concepts and separation of customer environments. - [Web Application Firewalls](https://www.mladu.com/about/security/web-application-firewalls.html): Describes web application firewall protection for MLADU platform security. - [Accessing MLADU](https://www.mladu.com/about/security/accessing-mladu.html): Explains the MLADU console, centralized management, user-friendly interface, and account administration model. ## Data Management - [Data Management](https://www.mladu.com/about/data-management.html): Data management overview for MLADU product concepts and governance capabilities. - [Data Stations](https://www.mladu.com/about/data-management/mladu-data-stations.html): Explains MLADU Data Stations as technical access points for storage platforms and environments. - [Data Sets](https://www.mladu.com/about/data-management/mladu-data-sets.html): Explains MLADU Data Sets as user-facing data collections that can be organized, discovered, and transferred across Data Stations. - [Data User Roles](https://www.mladu.com/about/data-management/mladu-data-roles.html): Describes MLADU roles including Portal Admin, Technical Admin, Data Owner, Transfer User, Transfer Approver, Reporting, Finance, and other role-based responsibilities. - [Data Storage](https://www.mladu.com/about/data-management/mladu-data-storage.html): Explains MLADU temporary storage, optional longer-term storage, transfer continuity, and data vending use cases. - [Data Transfer Approvals](https://www.mladu.com/about/data-management/mladu-data-transfer-approval.html): Explains governance workflows for approving secure transfers of research, clinical, consortium, and enterprise data. ## Compliance, Auditability, and Legal - [Compliance](https://www.mladu.com/about/compliance.html): Main compliance overview for MLADU security, audit, and governance posture. - [HIPAA Compliance](https://www.mladu.com/about/compliance/hipaa-compliance.html): Describes MLADU alignment with HIPAA privacy and security safeguards, including access controls, audit controls, encryption, unique user identification, and automatic logoff. - [GDPR Compliance](https://www.mladu.com/about/compliance/gdpr-compliance.html): Describes MLADU alignment with GDPR-related data protection concepts for regulated data transfers. - [MLADU Audit Trails](https://www.mladu.com/about/compliance/mladu-audit-trails.html): Explains audit trails for transfer activity, governance, accountability, validation, and compliance reporting. - [Service Level Agreement](https://www.mladu.com/service-level-agreement.html): MLADU service level terms and operational commitments. - [Privacy Policy](https://www.mladu.com/privacy-policy.html): Privacy policy governing MLADU website and service-related privacy practices. - [Terms of Use](https://www.mladu.com/terms-of-use.html): Terms of use for MLADU website and services. ## Pricing and Subscription Model - [MLADU Pricing](https://www.mladu.com/about/mladu-pricing-flexible-pay-as-you-go-managed-file-transfer.html): Main pricing page describing flexible, pay-as-you-go managed file transfer pricing. - [Monthly Pricing Plans](https://www.mladu.com/about/pricing/mladu-monthly-subscription-pricing-flexible-transparent-and-scalable.html): Describes monthly, yearly, and two-year subscription plan structures, plan details, minimum commitments, rollover concepts, and subscription terms. - [Pricing Calculator](https://www.mladu.com/about/pricing/mladu-pricing-calculator-estimate-your-secure-data-transfer-costs.html): Interactive calculator page for estimating MLADU transfer, storage, user role, and subscription costs. - [Additional User Roles](https://www.mladu.com/about/pricing/flexible-mladu-pricing-user-roles-secure-scalable-pay-as-you-go.html): Explains included roles, adding user roles, and role-based pricing flexibility. - [Flexible Data Storage](https://www.mladu.com/about/pricing/mladu-storage-secure-affordable-pay-as-you-go-data-storage.html): Explains MLADU storage pricing for transfer continuity and data vending, including pay-as-you-go storage. - [Data Transfer Thresholds](https://www.mladu.com/about/pricing/mladu-data-transfer-size-limits-flexible-scalable-and-transparent-pricing.html): Explains standard transfer thresholds, file and directory count considerations, and large-scale transfer scenarios. - [Monthly Rollover](https://www.mladu.com/about/pricing/mladu-subscription-rollovers-flexible-data-transfer-limits-simple-fair.html): Explains rollover of unused transfer bytes and rollover capacity rules for monthly subscriptions. - [Data Stations and Data Sets Pricing](https://www.mladu.com/about/pricing/mladu-data-stations-data-sets-flexible-scalable-subscription-plans.html): Explains included Data Stations and Data Sets, add-on pricing, and plan limits. ## Articles and Thought Leadership - [Bio-IT World Best of Show 2026](https://www.mladu.com/about/articles/bio-it-world-best-of-show-2026.html): Article about MLADU recognition at Bio-IT World in 2026. - [Bio-IT World Best of Show 2025](https://www.mladu.com/about/articles/bio-it-world-best-of-show-2025.html): Article about MLADU recognition at Bio-IT World in 2025. - [Secure Data Sharing Platform for Biotech Teams](https://www.mladu.com/about/articles/secure-data-sharing-platform-for-biotech-teams.html): Explains how biotechnology organizations can securely share research, genomic, clinical, and operational data across collaborators, CROs, cloud platforms, and partner organizations with governance, auditability, and controlled access. - [Why Secure Data Sharing Matters More Than Ever](https://www.mladu.com/about/articles/why-secure-data-sharing-matters-more-than-ever.html): Explores why secure data sharing has become increasingly important for research organizations and enterprises due to growing collaboration requirements, larger datasets, cybersecurity risks, governance expectations, and regulatory obligations. - [Why Sharing Data Across Organizations Is Still Difficult](https://www.mladu.com/about/articles/why-sharing-data-across-organizations-is-still-difficult.html): Examines the technical, operational, security, governance, and organizational challenges that continue to make cross-organization data sharing difficult, particularly for large and sensitive datasets. - [Why Moving Research Data Is the Biggest Bottleneck](https://www.mladu.com/about/articles/why-moving-research-data-is-the-biggest-bottleneck.html): Discusses how data movement has become a major bottleneck for modern research due to rapidly growing dataset sizes, distributed collaborations, cloud adoption, and increasing governance requirements. - [Transfer Terabytes and Petabytes](https://www.mladu.com/about/articles/transfer-terabytes-and-petabytes.html): Explains MLADU for very large transfer volumes, including terabyte- and petabyte-scale data movement. - [Move Petabytes Each Month](https://www.mladu.com/about/articles/move-petabytes-each-month.html): Describes how organizations can reliably move petabytes of data each month using scalable infrastructure, automation, centralized management, and predictable operational processes. - [Transfer Large Research Data Sets](https://www.mladu.com/about/articles/transfer-large-research-data-sets.html): Article about moving large research data sets with speed, visibility, governance, and security. - [Cloud Data Transfer Costs Explained](https://www.mladu.com/about/articles/cloud-data-transfer-costs-explained.html): Explains cloud data transfer cost drivers and how organizations can reduce the cost of moving large data sets. - [Transfer Terabytes from Azure to S3 Across Regions](https://www.mladu.com/about/articles/transfer-terabytes-from-azure-to-s3-cross-region.html): Explains large Azure Blob Storage to AWS S3 transfers across regions. - [Managed File Transfer Solutions Reduce Manual Process Overhead](https://www.mladu.com/about/articles/managed-file-transfer-solutions-reduce-manual-process-overhead.html): Explains how managed data transfer platforms reduce manual coordination, repetitive operational tasks, scripting, troubleshooting, and administrative overhead through automation, governance, visibility, and centralized transfer management. - [MLADU Supports FAIR Data Principles](https://www.mladu.com/about/articles/mladu-supports-fair-data-principles.html): Explains how MLADU supports Findable, Accessible, Interoperable, and Reusable (FAIR) data principles through secure data movement, governance, and auditability. - [How FAIR Data Principles Are Changing Research Collaboration](https://www.mladu.com/about/articles/how-fair-data-principles-are-changing-research-collaboration.html): Explores how FAIR (Findable, Accessible, Interoperable, and Reusable) data principles are reshaping research collaboration by improving data discoverability, interoperability, governance, and long-term reuse across institutions and scientific communities. - [FAIR Data Requirements for NIH Funded Research](https://www.mladu.com/about/articles/fair-data-requirements-for-nih-funded-research.html): Explains NIH-funded research data sharing expectations and how MLADU can support FAIR data strategies. - [MLADU Supports RDCRN Data Sharing Objectives](https://www.mladu.com/about/articles/mladu-supports-rdcrn-data-sharing-objectives.html): Explains how MLADU aligns with Rare Diseases Clinical Research Network (RDCRN) data sharing objectives and research collaboration requirements. ## Competitor and Alternatives Content - [Compare MLADU vs Globus](https://www.mladu.com/about/articles/compare-mladu-vs-globus.html): Compares MLADU and Globus for research data transfer, enterprise support, governance, and collaboration use cases. - [Compare MLADU vs Thru](https://www.mladu.com/about/articles/compare-mladu-vs-thru.html): Compares MLADU with Thru for managed file transfer and secure enterprise data movement. - [Compare MLADU vs Globalscape](https://www.mladu.com/about/articles/compare-mladu-vs-globalscape.html): Compares MLADU with Globalscape for file transfer limits, governance, SaaS delivery, and enterprise data movement. - [Compare MLADU vs GoAnywhere](https://www.mladu.com/about/articles/compare-mladu-vs-goanywhere.html): Compares MLADU with GoAnywhere for SaaS delivery, pricing transparency, concierge support, and research data transfer use cases. ## Customer and market feedback about MLADU - [Testimonials](https://www.mladu.com/testimonials.html): Collection of customer testimonials describing how organizations use MLADU to securely transfer large research, clinical, life sciences, and enterprise datasets while reducing operational complexity, improving governance, accelerating cloud migrations, and benefiting from concierge support. - [Biopharma Research Data Transfer Management](https://www.mladu.com/testimonials/mladu-biopharma-research-data-transfer-management-testimonial.html): Describes how a biopharmaceutical organization improved the management of large research data transfers by replacing manual coordination with a more structured, secure, and scalable data movement process. - [Cross-Cloud Data Transfer for Life Sciences](https://www.mladu.com/testimonials/mladu-cross-cloud-data-transfer-life-sciences-testimonial.html): Highlights a life sciences organization's experience transferring data across cloud platforms with improved visibility, reliability, security, and reduced operational effort. - [Legacy Data Transfer with Millions of Files](https://www.mladu.com/testimonials/mladu-legacy-data-transfer-million-files-enterprise-testimonial.html): Demonstrates how an enterprise modernized legacy transfer workflows involving millions of files, improving scalability, transfer reliability, and operational efficiency. - [Cloud Data Transfer for a Pharmaceutical Enterprise](https://www.mladu.com/testimonials/mladu-cloud-data-transfer-pharmaceutical-enterprise-testimonial.html): Explains how a pharmaceutical organization simplified secure cloud data movement while improving governance, auditability, and enterprise-scale transfer management. - [Research Data Transfer Automation](https://www.mladu.com/testimonials/mladu-research-data-transfer-automation-cloud-testimonial.html): Describes how automating recurring research data transfers reduced manual effort, standardized workflows, and improved operational consistency across research environments. - [Urgent Research Data Transfer with Concierge Support](https://www.mladu.com/testimonials/mladu-urgent-research-data-transfer-concierge-testimonial.html): Illustrates how MLADU Concierge helped an organization complete an urgent research data transfer under tight deadlines while maintaining security and transfer confidence. - [Cloud Data Transfer Acceleration](https://www.mladu.com/testimonials/mladu-cloud-data-transfer-acceleration-testimonial.html): Describes customer experience accelerating large cloud data transfers while maintaining visibility, integrity verification, and predictable execution. - [Secure Managed Research Data Transfers](https://www.mladu.com/testimonials/mladu-secure-managed-research-data-transfers-testimonial.html): Highlights customer feedback on MLADU's managed approach to secure research data transfers, emphasizing governance, auditability, and reduced operational burden. - [Large Research Data Transfer Under Deadline](https://www.mladu.com/testimonials/mladu-large-research-data-transfer-deadline-testimonial.html): Details how MLADU enabled successful completion of a large research data transfer within a critical project deadline through scalable infrastructure and operational support. - [Complex Data Transfer Security Requirements](https://www.mladu.com/testimonials/mladu-complex-data-transfer-security-requirements-testimonial.html): Describes how MLADU met demanding enterprise security, governance, and compliance requirements while supporting complex multi-party data transfers. - [Scalable Enterprise Data Transfer Strategy](https://www.mladu.com/testimonials/mladu-scalable-enterprise-data-transfer-strategy-testimonial.html): Explains how an enterprise adopted MLADU as a long-term strategy for secure, scalable data movement across cloud, partner, and organizational environments. ## Optional - [Features of MLADU](https://www.mladu.com/features.html): Feature overview for MLADU platform capabilities. - [Paying for MLADU](https://www.mladu.com/paying-for-mladu.html): Payment-related information for organizations purchasing MLADU. - [Dantech Corporation](https://www.dantechcorp.com/): Parent company that created MLADU.