Findable, Accessible, Interoperable, Reusable, Ethical, and Reproducible (FAIRER) data management principles ensure that data are responsibly managed, accessible, and ready for analysis and cutting-edge technologies like artificial intelligence (AI). These principles are critical for maximizing the value of data while upholding ethical and reproducible standards.
Machine-actionable Data Management Plans (maDMPs) are an enterprise solution that operationalizes FAIRER principles by automating and standardizing corporate workflows and protocols related to data assets. They are the basis for collecting information about current and future projects and data in a consistent manner enabling the organization to plan more easily, document costing, track project inputs and outputs, automate tasks, provide customized reports, and ensure transparency. maDMPs are the means for rapidly building reliable, lightweight, scalable, and easily customized automated systems with appropriate access controls while maximizing interoperability.
Enterprise Maturity: Effectively modernize and adapt the organization’s key processes and methodologies to take advantage of new technology.
Operational Excellence: Enhance compliance, optimize resources, and improve productivity.
Collaboration and Innovation: Facilitate data sharing, prepare for AI-driven analysis and other emerging technologies, and reduce duplication of effort.
Transparency & Responsibility: Ensure ethical data use and reproducibility while meeting regulatory requirements.
Safeguarding science: Improve research security, data security, and risk mitigation.
Data Governance: Comply with external standards and establish internal standards, document roles and responsibilities, enable better planning, effectively implement retention and disposition policies.
Decision-making: Provide timely, high-quality data to support evidence-based decisions. Optimize resource allocation and staff effectiveness with accurate, real-time insights
The measurable ROI of maDMP implementation includes:
• Reduced administrative costs and time spent on data management.
• Improved data quality, security, and governance.
• Enhanced funding opportunities and readiness for cutting-edge methodologies.
• Increased collaboration, resource optimization, and value of data assets.
Implementing maDMPs aligned with FAIRER principles positions organizations to achieve operational excellence, ensure compliance, and drive innovation at scale. These tools enable organizations to treat their data as a future-proofed strategic asset, unlocking its full potential for current and future needs.
Empower the organization with machine-actionable Data Management Plans (maDMPs) to drive efficiency, enhance compliance and transparency, and prepare for the future of data-driven innovation while upholding global standards in data management.