Massive Data Institute

What Massive Data Institute does

Massive Data Institute (MDI) is an interdisciplinary research institute within Georgetown University's McCourt School of Public Policy, founded as a hub connecting computer science, data science, public health, public policy, and social science to produce evidence-based public policy research. It serves academic researchers, government agencies (notably the U.S. Census Bureau through a designated Federal Statistical Research Data Center), students, and policy makers, while housing scholars, postdoctoral fellows, and an annual cohort of 30–40 MDI Scholars. Its core technology platform combines a secure Census Bureau-partnered Research Data Center (GURDC, one of 23 in the nation), on-premise GPU/HPC and Google Cloud/Spark infrastructure, a Data Commons for aggregating curated datasets, Analytic Portals for text analysis, a Light Tag-based data labeling platform, and the #PublicDebtIsPublic sovereign debt documentation platform. MDI applies AI/ML across NLP, computer vision, audio deepfake detection, multimodal pipelines, agentic systems, and predictive modeling to support election integrity, education, sovereign debt transparency, and public-data research.

MDI operates as a non-profit academic research institute and generates no commercial revenue; it is funded primarily through competitive grants from foundations (Gates, Walton, Hewlett, Project Liberty, Pew) and government agencies (NSF, NIH/NIA), supplemented by institutional support from Georgetown University. Total active funding stands at approximately $15 million, with a core team of around 20 staff and 60+ affiliated faculty across seven Georgetown schools. Its go-to-market is community- and partnership-led: research partnerships, data center access for approved institutional researchers, foundation-sponsored programs (FrontierK12, Policy-to-the-People, Save the Data), the K-12 AI Infrastructure Program with Digital Promise, and experiential learning programs including MDI Scholars, REU, MDI Summer Institute, and the new Data Science Corps. All outputs — research, tools, platforms, and training — are provided free of charge to participants.

Name

Massive Data Institute

Legal name

Massive Data Institute

Website

https://mdi.georgetown.edu

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

11–50 employees

Short description

Massive Data Institute is a non-profit interdisciplinary research institute within Georgetown University's McCourt School of Public Policy that applies data science, AI, and social science to public policy research, serving academic researchers, government agencies, students, and policy makers through secure data infrastructure and grant-funded programs.

Ownership category

akta.pro rank

Product category

Public Policy Research

NAICS

Research and Development in the Social Sciences and Humanities (541720), Scientific Research and Development Services (5417), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Data Modeling & Semantic Layer / Business Glossary (HDAEADAJ)

akta.pro secondary industries

Education Data Warehousing, ETL/ELT & Master Data Management (MDM) (EDADAIAB), Enterprise Application Data Migration & Master Data Management Services (BPAEAGAJ)

Keywords

• Public policy research
• Data science research
• Secure research data
• Policy analytics platform
• Interdisciplinary research

Headquarters

HQ city

Washington

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales, Others

Revenue model

1. Foundation Grants: MDI receives funding from major foundations including Bill & Melinda Gates Foundation, Walton Foundation, Project Liberty, and others to support research initiatives and programs.
2. Government Research Grants: Funding from National Science Foundation, National Institute on Aging at NIH, and other federal agencies for specific research projects.
3. Nonprofit and NGO Funding: Support from organizations like Pew Charitable Trust, Public Agenda Foundation, Unite America, and Lawyers' Committee for research and policy work.
4. University Support: Institutional support from Georgetown University's McCourt School of Public Policy including facilities, administrative staff, and core funding.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels6 records

Core offering

MDI produces cutting-edge social science, computer science, and data science research that improves public policy decision making. It builds and operates data and compute infrastructure (Data Commons, Analytic Portals, GURDC, GPU/HPC and cloud compute, data labeling) and offers training and experiential learning programs (MDI Scholars, REU, MDI Summer Institute, Data Science Corps) for faculty, students, and government practitioners.

Product overview

Massive Data Institute (MDI) is an interdisciplinary research institute at Georgetown's McCourt School of Public Policy, not a commercial product company. MDI operates as a research hub that builds and provides technology platforms, data infrastructure, and educational programs for public policy research. Its core offerings include the #PublicDebtIsPublic sovereign debt search platform, Data Commons for data aggregation, Analytic Portals for textual analysis, and the Georgetown University Research Data Center (GURDC) for secure restricted data access. Supporting infrastructure includes compute resources (GPU/HPC cluster) and data labeling platforms. MDI complements its technology offerings with experiential education programs including the MDI Scholars Program, Research Experiences for Undergraduates (REU), MDI Summer Institute, and the new Data Science Corps.

Differentiator

Problem solved

Functional benefit

Products and services

• #PublicDebtIsPublic Sovereign Debt Platform The first centrally-collated web-based sovereign debt documentation and data commons, providing a custom search engine for sovereign debt contracts to support sovereign debt transparency as a global norm.
• Data Commons MDI research platform where researchers and data scientists aggregate and curate data from different sources to make them more accessible for policy research.
• Analytic Portals MDI-developed analytic engine that enables researchers to easily construct aggregated variables from textual sources for policy analysis.
• Georgetown University Research Data Center (GURDC) A joint project by the Census Bureau and MDI providing a secure data lab to enable research on restricted data sets; part of the Federal Statistical Research Data Center network (one of 23 in the nation) and supports over 20 approved research projects at Georgetown and partner institutions.
• MDI Compute Infrastructure MDI cloud and on-premise infrastructure available for faculty to support public policy-related research, including a GPU and HPC cluster for large-scale statistical and generative AI models and Google Cloud/Spark resources supporting over 25 research projects.
• Data Labeling Platform (Light Tag) MDI offers researchers needing labeling services a streamlined platform through Light Tag for annotating training data.
• MDI Scholars Program Experiential learning opportunity for undergraduate and graduate students to work on interdisciplinary data science and public policy research with faculty and practitioners, including skills-building sessions and a semester-end showcase.
• Research Experiences for Undergraduates (REU) Summer research site co-hosted by MDI and Georgetown's Computer Science Department teaching students about computer science research and how other disciplines use algorithms and analytic tools to generate evidence for public policy development.
• MDI Summer Institute Training program that teaches technical and policy staff from state education agencies on privacy-enhancing technologies in education and workforce data.
• Data Science Corps New training program to train high school teachers and undergraduates about data science research and how to integrate data science learning modules into high school curriculum.

Quantifiable outcome

• Over 75 research articles and policy briefs published over 4 years
• +4 more outcomes

Named customers7 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability13 records

Feature6 records

Partnerships

19 partnerships are on record, tiered major, core and flagship.

• Bright DatamajorStrategic or Co-development Partner · 29 March 2026Co-sponsored the Datathon for Democracy, providing public web data from 2025-2026 election cycles for student teams to analyze speech on social media using agentic AI tools.
• IBMmajorStrategic or Co-development Partner · 29 March 2026Co-sponsored the Datathon for Democracy, providing watsonx AI tools for student teams to conduct deep data exploration and develop policy-relevant research about online information pollution.
• Digital PromisecoreStrategic or Co-development Partner · 24 February 2026MDI is partnering with Digital Promise on a $26 million K-12 AI Infrastructure Program to create openly shared AI models, datasets, and benchmarks for education. MDI will contribute to formative assessment AI development alongside Learning Data Insights, DrivenData, and Catalyst @ Penn GSE.
• Learning Data InsightsflagshipStrategic or Co-development Partner · 24 February 2026Partner in the $26 million K-12 AI Infrastructure Program focused on creating openly shared AI models, datasets, and benchmarks for education, beginning with formative assessments.
• DrivenDataflagshipStrategic or Co-development Partner · 24 February 2026Partner in the $26 million K-12 AI Infrastructure Program focused on creating openly shared AI models, datasets, and benchmarks for education, beginning with formative assessments.
• Catalyst @ Penn GSEflagshipStrategic or Co-development Partner · 24 February 2026Partner in the $26 million K-12 AI Infrastructure Program focused on creating openly shared AI models, datasets, and benchmarks for education, beginning with formative assessments.
• U.S. Census BureaucoreStrategic or Co-development PartnerMDI has been designated by the U.S. Census Bureau as a Federal Statistical Research Data Center (one of only 23 in the nation). This partnership provides a secure data lab to enable research on restricted data sets and supports approved research projects from Georgetown and partner institutions.
• Beeck Center for Social Impact and InnovationcoreStrategic or Co-development PartnerStrategic partnership with Georgetown's Beeck Center for Social Impact and Innovation for collaborative projects at the intersection of technology, data, and social impact.
• Lawrence Livermore National LaboratorymajorStrategic or Co-development PartnerStrategic partnership with Lawrence Livermore Laboratories for advanced computing and research collaboration.
• University of Michigan Institute for Social ResearchmajorStrategic or Co-development PartnerStrategic partnership with the Institute for Social Research at University of Michigan for collaborative social science research.
• Pew Charitable TrustcoreStrategic or Co-development PartnerStrategic partnership with Pew Charitable Trust for research collaboration and policy work.
• Sovereign Debt Forum at Georgetown LawcoreStrategic or Co-development PartnerPartnership with Georgetown Law's Sovereign Debt Forum to create the #PublicDebtIsPublic initiative - the first centrally-collated web-based sovereign debt documentation and data commons platform.
• Ethics Lab at GeorgetowncoreStrategic or Co-development PartnerCollaboration with Ethics Lab to ensure that every project team pauses to think about the ethics of working with specific data or technologies within their research projects.
• Better Government LabmajorStrategic or Co-development PartnerPartnership with Georgetown's Better Government Lab for research collaboration on government data and analytics.
• Center on Privacy and TechnologymajorStrategic or Co-development PartnerPartnership with Georgetown's Center on Privacy and Technology for research on privacy issues and data protection.
• Edunomics LabmajorStrategic or Co-development PartnerPartnership with Georgetown's Edunomics Lab for education data and policy research.
• Health Care Financing InitiativemajorStrategic or Co-development PartnerPartnership with Georgetown's HCFI for research on healthcare data and policy.
• Institute for the Study of International MigrationmajorStrategic or Co-development PartnerPartnership with Georgetown's Institute for the Study of International Migration for forced migration and big data research.
• Justice LabmajorStrategic or Co-development PartnerPartnership with Georgetown's Justice Lab for civil justice data research and policy analysis.

Scale indicators10 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Pew Research Center: Non-profit data-driven research organization with a Pew Charitable Trust funder relationship. Comparable in producing public-interest data products, policy-relevant research, and methodological rigor.
• DrivenData: Social-impact data science organization running competitions and building tools for the public good. Partnered with MDI on the K-12 AI Infrastructure Program; comparable in mission and tooling approach.
• RAND Corporation: Non-profit policy research institution with deep data and quantitative research programs. RAND is a direct peer in the data-for-public-policy research space and is also an MDI partner institution accessing the GURDC.
• Urban Institute: Non-profit research organization focused on data-driven social and economic policy. Comparable mission around evidence-based policy, restricted-data access, and applied research for government agencies.
• NORC at the University of Chicago: Independent research institution with deep expertise in survey methodology, administrative data, and policy research. Comparable in leveraging restricted data, federal agency partnerships, and interdisciplinary social science.
• Digital Promise: Non-profit focused on equitable education innovation and a direct MDI partner in the $26M K-12 AI Infrastructure Program. Comparable mission around education data, AI in education, and open infrastructure.
• University of Michigan Institute for Social Research: One of the world's largest social science research institutes and an MDI strategic partner. Directly comparable in survey research methodology, restricted-data access, and interdisciplinary social science.

Broad incumbents

• Brookings Institution: Established Washington, D.C.-based think tank producing data-driven policy research across economics, foreign policy, and social policy. A broader incumbent in the same public-policy-research space MDI occupies.
• Stanford Institute for Human-Centered Artificial Intelligence (HAI): Larger, well-funded university-based AI research institute studying AI's societal impacts. Comparable interdisciplinary AI-for-policy orientation but with significantly larger endowment and brand recognition.

Emerging players

• Data & Society: Research institute studying the social implications of data-centric technologies. Overlapping focus on responsible AI, election misinformation, and data governance research areas where MDI is active.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xx.com/MassiveData_GU
• YouTubeyoutube.com/channel/UC8Xd7w9LvxVtyC0x2iH32Yg
• LinkedInlinkedin.com/company/massive-data-institute
• Instagraminstagram.com/massivedata_gu

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Massive Data Institute