Enterprise Data Management
Trilogy’s differentiator is our sharpened focus on understanding business priorities, policies, procedures, and processes to provide data management and analytical products that meet and exceed our clients’ business needs.
Our enterprise data management services include data governance and stewardship, master data management, data architecture and modeling, data migration and integration, data quality remediation, and advanced analytics support.

Solution Areas
- Data Governance & Stewardship
- Data Architecture & Migration
- Data Analytics & Dashboarding
- Survey Methodology & Statistical Support
Related Work:
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Nuvolo Operations & Maintenance (O&M)
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Department of Veterans Affairs Office of Benefits Automation (OBA) Claims Modernization Support
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Financial Management Business Transformation (FMBT) Interface Development, Data Cleanse, and Data Conversion (ID&C)
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My HealtheVet Program Management and Training Support
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Office of Information and Technology (OI&T) Enterprise Data Management Support Services (EDMSS)
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Department of Agriculture (USDA) Financial Management Modernization Initiative (FMMI)
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Office of Enterprise Integration (OEI) System Integration and Business Architecture
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VHA Office of the Chief Financial Officer (OCFO) Modernization
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VHA Office of Health Innovation’s (OHIL) Center for Care and Payment Innovation (CCPI) Diabetes Care Management Pilot
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VHA Chief Strategy Office Survey of Veteran Enrollees’ Health & Use of Health Care
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Veterans Experience Office (VEO) Enterprise Business Support Services (EBSS)
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VBA Education Service (EDU) GI Bill Outcome Measures Support Services
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VA Financial Management Business Transformation (FMBT) System Integration (SI) Support
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Nuvolo Operations & Maintenance (O&M)
Comprehensive System Care
Trilogy Federal’s Nuvolo Operations & Maintenance (O&M) contract with VHA’s Healthcare Technology Management (HTM) Office provides comprehensive, hands-on management for the Nuvolo Clinical Enterprise Asset Management (EAM) platform, a software system that drives management of all critical medical equipment and facility assets at Veterans Affairs Medical Centers (VAMCs). Team Trilogy provides day-to-day technical support for complex system upgrades, ensuring the software runs smoothly in both testing and live production environments, and provides the “behind-the-scenes” support required to keep the platform stable, secure, and ready for use 24/7.
Continuous Improvement and Customization
Beyond simple troubleshooting, this agreement focuses on enhancing the user experience through active software evolution. The support team handles everything from updating user roles and creating custom dashboards to refining automated workflows and notification systems. By providing dedicated “break/fix” support and routine software patches, the contract ensures that any technical glitches are resolved quickly, while also delivering the necessary training and email support to help VA personnel use the application to reach its full potential.
Futureproofing and Integration
A core priority of this contract is maintaining the seamless connection between Nuvolo and its underlying ServiceNow platform. As both technologies release new updates, the support team manages the planning, testing, and implementation process to prevent service disruptions. This proactive approach ensures that the application maintains and continuously improves its current performance levels, integrating new features and interface updates that support VAMCs operational efficiencies in the long term.
Department of Veterans Affairs Office of Benefits Automation (OBA) Claims Modernization Support
Overview
The Claims Modernization Support project aims to improve the Veterans Benefits Administration’s (VBA) planning and execution processes for complex, mission-critical business automation. This work focuses on strengthening efficiency, consistency, and transparency by supporting practical, sustainable improvements within existing operational environments.
Approach
Trilogy provides structured project execution and coordination support grounded in proven project management and business analysis practices. Support includes project planning, requirements clarification, schedule coordination, stakeholder engagement, and governance support. Trilogy also supports collaboration platforms such as SharePoint to improve document organization, version control, and information sharing across teams. The approach emphasizes disciplined execution, clear communication, and solutions that can be effectively governed and sustained over time.
Results
Through this support, VBA gains improved visibility into project activities, stronger alignment across stakeholders, and more consistent execution of work. These practices help reduce rework, improve follow-through, and support timely delivery of outcomes while contributing to a more organized and transparent operating environment.
Financial Management Business Transformation (FMBT) Interface Development, Data Cleanse, and Data Conversion (ID&C)
Overview
Trilogy supports the VA Financial Management Business Transformation (FMBT) program which is focused on modernizing the VA’s Financial Management systems and implementing an integrated solution called Integrated Financial and Acquisitions Management System (iFAMS), a custom implementation of Momentum Financials. All existing integration points will have their functionality either subsumed by iFAMS capabilities or will transition to integrate with iFAMS via web service API and/or data file extracts and transfers.
Approach
Through state-of-the-art, customized processes, Trilogy’s team of data experts swiftly extract, transform, and integrate legacy data into the new system. The legacy FMS data was extracted, transformed, and loaded to iFAMS through a series of SQL, PL/SQL, and Java based routines executed through Jenkins pipelines, utilizing a custom library of Groovy scripts. The pre-conversion data cleanse activities utilized Power BI reports and Alteryx ETL routines for transformation accuracy and corrective actions. Trilogy’s Agile and DevOps frameworks excel at delivering Continuous Integration and Continuous Deployment (CI/CD) solutions, allowing frequent assessments of the state of the software and converted data.
Results
As a result of Trilogy’s support, the FMBT program has successfully converted nine separate data conversion waves into iFAMS. These waves include the NCA, VBA, VHA, Staff Offices, and Vendorization components of the overall VA landscape. Trilogy has increased overall capabilities for the ID&C program and streamlined overall technical operations into an efficient Agile Development workshop. Increased efficiencies continue to yield successful, on-time deployments in iFAMS.
My HealtheVet Program Management and Training Support
Overview
Trilogy provided expert oversight and business program support to the VHA Digital Health Office (DHO) Office of Connected Care (OCC) for the My HealtheVet (MHV) website, a mission-critical Personal Health Record serving over 4.7 million Veterans and their families. Trilogy led key business activities including requirements development, user research, advanced analytics, and comprehensive training to ensure business processes were closely aligned with agile development efforts. We played a pivotal role in driving the transition of MHV to the unified VA.gov platform, significantly enhancing access, navigation, and user experience. Our work accelerated the adoption of essential features such as prescription refills, appointments, secure messaging, video visits, and FHIR-enabled patient-generated health data while supporting federal EHR modernization and the vision of a single-access gateway for Veteran health care.
Approach
Trilogy drove efficiency and measurable impact by integrating advanced analytics, machine learning, and AI into business operations. Our team managed agile lifecycle activities across 17 product lines, prioritizing enhancements to align with VHA strategic objectives and leading cross-functional collaboration to ensure the seamless transition of MHV to VA.gov. We coordinated business needs into actionable requirements and user stories, enforcing robust compliance and security standards in line with Executive Orders. Trilogy enhanced Veteran experience through the development of simplified access of streamlined sign-in solutions (Login.gov, ID.me), targeted end user training for MHV users and VA staff, and accessible job aids. Our efforts supported the VA’s mission to connect Veterans to timely, high-quality care, while advancing key initiatives for whole health, suicide prevention, and organizational reliability.
Results
Trilogy’s impact was evident in the support of tangible, measurable outcomes that directly addressed administration priorities for efficiency, customer service, and technology enablement. The team drove a 163% increase in active My HealtheVet registrations year over year, significantly boosting the utilization of core portal features like prescription refills, appointment scheduling, health records access, and secure messaging, thereby improving access to care and advancing value-based care encounters.
Most notably, Trilogy was instrumental in the successful transition of My HealtheVet to VA.gov, enabling Veterans to benefit from a modernized, single-access digital gateway and consolidating multiple essential services into one secure, accessible platform. Process optimization, automation, and analytics initiatives eliminated many manual tasks, delivering substantial time savings and empowering data-driven decision-making across the program.
Through rigorous accountability reporting, strategic planning, and agile delivery, Trilogy enabled continuous improvement, transparency, and alignment of objectives to program goals. These collective efforts supported the transformation of Veteran healthcare, ensuring secure, innovative, and efficient delivery of digital health services in accordance with federal mandates and the evolving needs of America’s Veterans.
Office of Information and Technology (OI&T) Enterprise Data Management Support Services (EDMSS)
Overview
Trilogy has supported the Data Governance Council (DGC) as part of the EDMSS project in two essential task areas: Authoritative Data Source (ADS) Analysis and Data Quality Analysis. These analyses have addressed four key questions: where the data is coming from, what the data means, what the Authoritative Data Source (ADS) is, and how well the data in the ADS can be trusted. Trilogy resources developed the adopted methodology to answer these questions, played a vital role in DCG’s communication workstream, and also provided subject matter expertise in the pilot of the ADS Data Management Implementation Plan.
Approach
Trilogy’s experienced team of data analysts developed methodologies to be applied to DGC-approved subject areas which involved identification of systems and underlying data stores, verification and remediation of any gaps in the metadata of identified systems in the VA Enterprise Architecture Repository (VEAR), scoring for component completeness, data stewardship and monitoring, developing dashboards to communicate ADS Data Quality metrics to all Data Governance and ADS Stakeholders, and developing conceptual, logical, system interface, and physical data models for identified systems.
Results
The methodologies developed by Trilogy, combined with its expertise and data metrics communication support, have made a lasting impact on the ongoing quality of data analysis by DGC and already seen use on several high-priority VA initiatives including FMBT and Vet360.
Department of Agriculture (USDA) Financial Management Modernization Initiative (FMMI)
Overview
Trilogy supported the implementation of SAP, Federal Financial Management Initiative (FMMI), at the U.S. Department of Agriculture (USDA) by providing multiple subject matter experts for the data migration from multiple instances of CGI Federal’s Federal Financial System (FFS) and multiple subsidiary systems. Trilogy’s expertise was essential to the design and development of end-to-end conversion processes, the execution of those processes in numerous testing, QA, and production environments, supporting system and user acceptance testing, and coordinating production cutover activities. Trilogy team members were called on to provide its data migration expertise to drive the critical path data conversion task to completion through each of its four deployments to 28 USDA agencies.
Approach
Trilogy Federal was integral in refining the overall data migration strategy to ensure accuracy and completeness of migrated data. This included identifying innovative alternatives to planned conversions that proved to be roadblocks to successful migration and on-time delivery, designing and developing end-to-end conversion processes extracting and transforming data from CGI Federal’s Federal Financial System (FFS) and other subsidiary systems and loading selected data to FMMI, developing and maintaining the master data crosswalk utility. Trilogy Federal was frequently relied upon to brief USDA leadership on data migration status and issues and played a key role in successful high-volume cutovers.
Results
Trilogy played a lead role in executing this large-scale data conversion initiative in a multiple-deployment/multiple-agency environment and achieved on-time go-lives for each deployment and 100 percent of FFS balances by Fund, Budget Year, and GL Account reconciled to FMMI to the penny for all 28 agencies migrated to FMMI.
Office of Enterprise Integration (OEI) System Integration and Business Architecture
Overview
Trilogy Federal has lead efforts for OEI to implement a Business Architecture (BA) with the short-term goal of supporting VA’s Modernization Effort, as well as the long-term goal of maturing VA’s Strategic Operating Model (SOM), which includes developing Business Architecture framework, content, and supporting analytics that will inform planning, programming, budgeting, and execution decision making processes. The architecture content areas developed and integrated into the BA include Strategic, Business, Programs/Budgets, IT Portfolio Investments and Systems, Risk, Performance, Statutory and Regulatory Requirements, Organizational, Process, and Resources.
Approach
Trilogy’s development of this Business Architecture has included developing a VA-wide Concept of Operations for Business Architecture and associated governance, developing logical, conceptual and physical data models for the Business Architecture, implementing the Business Architecture physical model, and developing analytics for SOM decision making processes that pull from the Business Architecture physical model. Trilogy has facilitated workshops with stakeholders from across VA to develop and refine an enterprise Business Reference Model that reflects the activities performed by all Administrations and staff offices. We also worked with stakeholders across the department to integrate enterprise content into the VA BA, including performance, risk, audit findings, organizations, budget programs, strategic priorities, billets, IT systems, and IT investments. Trilogy created architectural views and related data analytics that directly support resource prioritizations for OEI’s Mission Requirement and Mission Gap development during VA’s annual planning prioritization process, PA&E’s annual programming process, OI&Ts IT Enterprise Roadmap, and ITRM’s IT budget formulation and Multi-Year Planning processes for IT investments.
Results
The Business Architecture developed by Trilogy successfully provides analytics that enable VA to fully achieve the strategic goals and objectives defined in VA’s current and future strategic plans, including analytics associated with planning priorities, material and non-material programming requirements, and IT material requirements for Capital Planning and Investment Control (CPIC) that lead to streamlined technical solutions and elimination of redundant functions and processes that lead to more efficient and effective delivery of benefits and services to Veterans.
VHA Office of the Chief Financial Officer (OCFO) Modernization
Overview
Trilogy has supported VHA OCFO since 2020 by assisting with project management, streamlining VHA’s central office, and other support needs while assisting with the complex tasks of modernizing its electronic health records and transforming its financial management system and supply chain. Change to BLUF
Approach
Our team has used an approach incorporating business process reengineering (BPR), accounting classification structure (ACS), data cleansing and conversion, communications, organizational change management (OCM), project management, as well as supply chain systems analysis to provide comprehensive support in VHA OCFO’s financial system implementation. We have also assisted with VHA’s GAO High Risk List (GAO HRL) efforts, audit preparation, training, and financial policy review and utilized our technological and operational expertise to organize its processes and allow for easy reporting for management.
Results
As a result of Trilogy’s support, VHA successfully deployed VA’s new financial system, iFAMS, within the CFO’s office in June 2025 as a pilot before broader deployment across the rest of VHA. Additionally, our team has helped VHA improve in its GAO HRL areas of concern and maintain its clean audit opinion.
VHA Office of Health Innovation’s (OHIL) Center for Care and Payment Innovation (CCPI) Diabetes Care Management Pilot
Overview
The Veterans Health Administration (VHA), Discovery, Education and Affiliate Networks (DEAN), Office of Health Innovation’s (OHIL) Center for Care and Payment Innovation (CCPI) is exploring a pilot program to redesign care management and coordination for Veterans who have been diagnosed with or are at risk for Type II Diabetes with comorbidities. Pilot objectives include improving care delivery efficiency, enhancing Veteran experience, and improving clinical outcomes.
Approach
The Diabetes Care Management Pilot model will combine and build on two existing VA diabetes-focused pilots that innovate the standard of care and are proven to be safe and effective at improving glycemic control and reducing disease-related distress. By improving care team coordination and expanding on the current standard of diabetes care, this pilot aims to improve healthcare access, patient & care team satisfaction, care delivery efficiency, and health equity to better serve Veterans affected by diabetes.
Results
Trilogy helped CCPI refine its vision for diabetes care in the VA, utilizing best practices from a survey of external- and internal-to-VA diabetes care programs to develop a pilot design that aims to improve diabetes outcomes. The pilot draws on Trilogy-led interviews with VA subject matter experts and front-line staff to identify and alleviate pain points in care delivery. In addition, Trilogy developed pilot key performance indicators and an approach for pilot assessment to facilitate CCPI’s mission of testing and propagating value-based care initiatives.
VHA Chief Strategy Office Survey of Veteran Enrollees’ Health & Use of Health Care
Overview
Trilogy administered the Veteran’s Health Administration (VHA) Chief Strategy Office (CSO) Survey of Veteran Enrollees’ Health and Use of Health Care (Survey of Enrollees), which collects data annually on enrolled Veterans’ health status, insurance coverage, use of VA and non-VA health services and programs, and other factors that influence use of health care. Survey of Enrollees data is used to inform VHA projections of enrollment, utilization, and expenditures, as well as a variety of high level VHA budget and policy-related analyses.
Approach
Trilogy applied the highest research standards to develop, design, implement, and summarize the multi-modal, representative Survey of Enrollees. This included sample design and allocation; preparing, printing, and mailing survey correspondences to identified samples; staffing, training, and managing the Survey of Enrollee Help Center; data collection and statistical analysis, including weighting adjustments; and developing reports, dashboards, and analyses that provide VHA with statistically valid, policy-ready data.
Results
Amidst declining survey response rates, Trilogy successfully administered the Survey of Enrollees for four years, surpassing the overarching survey goal of collecting 42,000 responses, as well as all market- and strata- specific targets, on schedule every year. Our work provided VHA with meaningful data, representative of the target population, so VHA CSO, VISN strategic planners, and program office directors can better anticipate the health care needs of all enrolled Veterans and provide improved programs and services to those who need them.
Veterans Experience Office (VEO) Enterprise Business Support Services (EBSS)
Overview
Trilogy has provided business support services to assist VEO’s Customer Information Services (CIS) Division enhance enterprise customer data management capabilities and customer-facing solution management. This includes enterprise data quality practices, business rules, data governance, and data steward practices. Trilogy also provides data architecture support, enterprise contact center and digital experience data management support (mapping/ETL/testing) as well as analytics, reporting, and insights from contact center and digital data sources (CRM, Telephony, KM, Chat, VA.gov, Vsignals).
Approach
Trilogy’s experienced data quality team used Data Governance Council (DGC) guidance to perform data quality analyses across various systems within the VA (VADIR, ADR. CorpDB, VA Profile, VA MPI) and reported on the origins of and solutions to data anomalies. Trilogy has provided ongoing data quality monitoring reports and metrics to provide accurate data, data audit reports, exception queue reports, Data Quality Process training support, and recommendations for automated or intelligent tools to eliminate manual reviews/disposition of records.
Results
Trilogy’s analysis and business integration services have assisted CIS with the design, configuration, and OI&T delivery of a future state architecture, enabling CIS capabilities and coordination with various offices both within and outside the VA.
VBA Education Service (EDU) GI Bill Outcome Measures Support Services
Overview
The federal government allocates more than $10 billion annually to provide education benefits for service members and Veterans. This project evaluated outcome measures for the VBA Education Service (EDU), which administers and invests these funds to support education benefit programs. The Trilogy team supported EDU by identifying required data, assessing data quality, and performing data integration, analysis, curation, and loading into a centralized, clean repository. These efforts enabled the generation of metrics used by EDU to assess the VA’s return on investment (ROI) in GI Bill education benefits.
Approach and Key Achievements
To address the scope and complexity of this high-impact initiative, Trilogy delivered an end-to-end analytics solution. The team conducted institutional research (IR), evaluated existing data sources to identify ROI-related data and associated data quality issues, and developed remediation strategies prior to data ingestion. Existing data pipelines were automated using APIs and RPA (Robotic Process Automation) for data retrieval and processing. The Trilogy team developed a machine learning model to predict the likelihood of beneficiary persistence in pursuing educational goals. This capability improved understanding of factors influencing academic persistence and enabled evidence-based guidance to help beneficiaries make informed academic program selections.
Results
The tools, models, and procedures developed by Trilogy provided VA EDU with increased transparency into the operational performance of the GI Bill Outcome Measures program and delivered clear, actionable decision support. These capabilities enabled data-driven improvements to policies and claims procedures and supported the development of targeted federal strategies that maximized the value of GI Bill benefits for Veterans, service members, and their families.
VA Financial Management Business Transformation (FMBT) System Integration (SI) Support
Overview
Trilogy operated as a system integrator for VA’s Financial Management and Business Transformation (FMBT) initiative. The program is designed to modernize VA’s financial and acquisition management systems with transformative business processes and capabilities that enable VA to meet financial management legislation objectives and directives through a solution called Integrated Financial and Acquisitions Management System (iFAMS), a custom implementation of Momentum Financials.
Approach
Trilogy supported the VA’s migration to the Momentum cloud solution, implemented as VA’s Integrated Financial and Management System (iFAMS). As part of this effort, Trilogy enabled the VA to leverage the Scaled Agile Framework (SAFe) to effectively deploy and operationalize the new solution. Trilogy provided comprehensive operations and maintenance (O&M), configuration management, requirements management, and organizational change management (OCM) services, ensuring disciplined execution and smooth adoption across the program.
Results
As a result of Trilogy’s support in transitioning to a modern, cloud-based ERP solution, VA administrations have already realized measurable improvements in transparency, accuracy, timeliness, and reliability of financial information across multiple departments with increased operational efficiency, productivity, agility, and flexibility .Trilogy has played a critical role in seven successful iFAMS implementations, enabling the phased transition of diverse VA user communities through carefully planned and executed deployment waves. These deployment waves have included the National Cemetery Administration (NCA), Veterans Benefits Administration (VBA), Veterans Health Administration (VHA), and VA Staff Offices. Trilogy’s contributions have been formally recognized and highly valued by VA as it continues its transition from the legacy Financial Management System (FMS) to iFAMS.
My HealtheVet Program Management and Training Support
Overview
Trilogy provided expert oversight and business program support to the VHA Digital Health Office (DHO) Office of Connected Care (OCC) for the My HealtheVet (MHV) website, a mission-critical Personal Health Record serving over 4.7 million Veterans and their families. Trilogy led key business activities including requirements development, user research, advanced analytics, and comprehensive training to ensure business processes were closely aligned with agile development efforts. We played a pivotal role in driving the transition of MHV to the unified VA.gov platform, significantly enhancing access, navigation, and user experience. Our work accelerated the adoption of essential features such as prescription refills, appointments, secure messaging, video visits, and FHIR-enabled patient-generated health data while supporting federal EHR modernization and the vision of a single-access gateway for Veteran health care.
Approach
Trilogy drove efficiency and measurable impact by integrating advanced analytics, machine learning, and AI into business operations. Our team managed agile lifecycle activities across 17 product lines, prioritizing enhancements to align with VHA strategic objectives and leading cross-functional collaboration to ensure the seamless transition of MHV to VA.gov. We coordinated business needs into actionable requirements and user stories, enforcing robust compliance and security standards in line with Executive Orders. Trilogy enhanced Veteran experience through the development of simplified access of streamlined sign-in solutions (Login.gov, ID.me), targeted end user training for MHV users and VA staff, and accessible job aids. Our efforts supported the VA’s mission to connect Veterans to timely, high-quality care, while advancing key initiatives for whole health, suicide prevention, and organizational reliability.
Results
Trilogy’s impact was evident in the support of tangible, measurable outcomes that directly addressed administration priorities for efficiency, customer service, and technology enablement. The team drove a 163% increase in active My HealtheVet registrations year over year, significantly boosting the utilization of core portal features like prescription refills, appointment scheduling, health records access, and secure messaging, thereby improving access to care and advancing value-based care encounters.
Most notably, Trilogy was instrumental in the successful transition of My HealtheVet to VA.gov, enabling Veterans to benefit from a modernized, single-access digital gateway and consolidating multiple essential services into one secure, accessible platform. Process optimization, automation, and analytics initiatives eliminated many manual tasks, delivering substantial time savings and empowering data-driven decision-making across the program.
Through rigorous accountability reporting, strategic planning, and agile delivery, Trilogy enabled continuous improvement, transparency, and alignment of objectives to program goals. These collective efforts supported the transformation of Veteran healthcare, ensuring secure, innovative, and efficient delivery of digital health services in accordance with federal mandates and the evolving needs of America’s Veterans.