Data for the Common Good
Data for the Common Good (D4CG) is a University of Chicago-based nonprofit that runs the Pediatric Cancer Data Commons, aggregating harmonized pediatric, AYA, and adult cancer clinical data from global institutions across 12+ consortia and exposing it to academic researchers via the PCDC Data Portal.
- Company typePrivate
- Founded-
- HeadquartersChicago, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Data for the Common Good does
Data for the Common Good (D4CG) is a nonprofit research organization headquartered within the Department of Pediatrics at the University of Chicago (900 East 57th Street, Chicago, IL) that builds data commons, platforms, and ecosystems intended to drive discovery and improve human health, primarily in pediatric, adolescent and young adult (AYA), and adult oncology. Its flagship initiative is the Pediatric Cancer Data Commons (PCDC), a unified data commons that aggregates harmonized clinical data from institutions worldwide through 12+ disease-specific consortia (e.g., ALL/ALLIES, AML/INTERACT, CNS Tumors/INSPiRE, Neuroblastoma/INRG, Fanconi Anemia/FRIENDS, Retinoblastoma/Global REACH, Soft Tissue Sarcoma/INSTRuCT) and exposes it to researchers through a self-serve PCDC Data Portal. Adjacent products include GEARBOx, a clinical-trial decision-support and matching tool developed in partnership with Blood Cancer United that uses patient clinical and genomic profiles against abstracted trial protocols (currently deployed for acute myeloid leukemia), and two portfolio initiatives — PREDICT (predictive analytics) and C-SHARP (health outcomes and data sharing).
The technology stack is built around a federated data-commons infrastructure supporting multi-institutional clinical data sharing, harmonization, and quality assurance across consortia, with self-service access (PCDC Data Portal) and a separate trial-matching service (GEARBOx). D4CG operates on a community-led, relationship-driven go-to-market model — there is no commercial pricing or product licensing; researchers gain portal access via account registration, and the organization funds operations through research grants, institutional support, and donations (a 'Donate' page and 'Our Sponsors' page are maintained). End users are academic and clinical researchers, cancer patients (trial candidates), and contributing medical institutions and hospitals; the customer segments are persona-level (researchers and patients) and business-unit-level (data-contributing hospitals) rather than enterprise SaaS buyers.
D4CG is actively extending its scope beyond pediatric cancer. Public statements describe applying the same commons infrastructure to other rare diseases and to the 'social context of human health,' and GEARBOx is documented as having an expansion roadmap to additional cancer types. The organization is small (9 employees), runs an annual public webinar, publishes research, and maintains formal advisory structures (Scientific Advisory Committee, External Advisory Board, AYA Research Council, Lived Experience Advisory Panel). No founding date, funding rounds, executive team, revenue, or investor relationships are disclosed in the available source material.
Data for the Common Good firmographics
Firmographics- Name
- Data for the Common Good
- Legal name
- Data for the Common Good
- Website
- https://commons.uchicago.edu
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Data for the Common Good (D4CG) is a University of Chicago-based nonprofit that runs the Pediatric Cancer Data Commons, aggregating harmonized pediatric, AYA, and adult cancer clinical data from global institutions across 12+ consortia and exposing it to academic researchers via the PCDC Data Portal.
- Ownership category
- akta.pro rank
Data for the Common Good industry classification
Industry- Product category
- Clinical Research Data Infrastructure
- NAICS
- Research and Development in the Physical, Engineering, and Life Sciences (54171), 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-Prepackaged Software (7372)
- akta.pro primary industry
- Clinical Data Repositories (CDR) & Longitudinal Patient Records (HLACAIAH)
- akta.pro secondary industries
- Data Access, Sharing & Marketplace Platforms (incl. TEFCA/QHIN enablement) (HLACAIAL), Electronic Data Capture (EDC) Platforms (HLACAOAA), FHIR/HL7 Data Repositories & Canonical Data Models (HLACAIAI)
Keywords
Where Data for the Common Good is headquartered
LocationHeadquarters
- HQ city
- Chicago
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Data for the Common Good business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Infrastructure
Revenue model
- Research Funding and Grants: As a nonprofit organization headquartered at the University of Chicago, D4CG appears to be primarily funded through research grants and institutional funding rather than commercial revenue streams.
Go-to-market motion1 record
Distribution channels2 records
Marketing channels4 records
Data for the Common Good product offering
Product offeringCore offering
Data for the Common Good builds and operates the Pediatric Cancer Data Commons (PCDC), a federated data commons that aggregates harmonized pediatric, adolescent and young adult (AYA), and adult cancer clinical data from institutions worldwide, accessed by researchers through the PCDC Data Portal. It also delivers GEARBOx, a clinical decision-support tool developed with Blood Cancer United that matches acute myeloid leukemia patients to relevant clinical trials based on their clinical and genomic profiles. Additional portfolio projects (PREDICT, C-SHARP) extend the same data infrastructure to predictive analytics and broader health outcomes research.
Product overview
Data for the Common Good operates a platform-plus-modules architecture anchored by the Pediatric Cancer Data Commons (PCDC), which aggregates pediatric, AYA, and adult cancer clinical data from institutions worldwide. The PCDC Data Portal serves as the unified access point for researchers to query and download harmonized data across multiple cancer types. The portfolio includes GEARBOx, a clinical decision-support module developed with Blood Cancer United that uses patient clinical and genomic profiles to match patients to clinical trials. Additional portfolio projects include PREDICT and C-SHARP. The organization is expanding its data commons infrastructure approach to other rare diseases and social determinants of health research.
Differentiator
Problem solved
Functional benefit
Brands
- Pediatric Cancer Data Commons (PCDC): A unified data commons that harnesses pediatric, AYA, and adult cancer clinical data from around the world, providing researchers a platform to explore and access data across multiple types of cancer.
- GEARBOx
Products and services
- Pediatric Cancer Data Commons (PCDC) A flagship data commons that harnesses pediatric, adolescent, young adult (AYA), and adult cancer clinical data from institutions around the world, providing a unified platform for researchers to explore and access data across multiple cancer types.
- PCDC Data Portal A unified web-based platform that enables researchers to register accounts, explore, and access harmonized clinical data across multiple cancer types within the Pediatric Cancer Data Commons.
- GEARBOx A clinical decision-support tool developed in partnership with Blood Cancer United that matches patients to potential clinical trials based on the patient's clinical and genomic profile and information abstracted from the trial protocol; currently deployed for acute myeloid leukemia with planned expansion to other cancer types.
- PREDICT A research initiative within the Data for the Common Good portfolio focused on predictive analytics approaches for pediatric and adolescent cancer data.
- C-SHARP A research initiative within the Data for the Common Good portfolio focused on health outcomes and data sharing in pediatric oncology.
Quantifiable outcome
- 12+ disease-specific consortia operational including ALL, AML, Bone Tumors, Cancer Predisposition, CNS Tumors, Fanconi Anemia, Germ Cell Tumors, Hodgkin Lymphoma, Neuroblastoma, Oncofertility, Retinoblastoma, and Soft Tissue Sarcoma
Companies that use Data for the Common Good
Customer profileSegments3 records
Ideal customer profiles3 records
Data for the Common Good technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability2 records
Feature3 records
Data for the Common Good partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- Blood Cancer UnitedcoreD4CG partnered with Blood Cancer United to develop GEARBOx, a decision-support tool that matches patients to potential clinical trials based on the patient's clinical and genomic profile and information abstracted from trial protocols. This partnership demonstrates D4CG's commitment to applying its data infrastructure expertise to specific disease areas.
- University of Chicago Department of PediatricscoreD4CG is headquartered in the Department of Pediatrics at the University of Chicago. This institutional relationship provides the academic foundation and infrastructure for D4CG's data commons work, enabling access to research expertise and institutional resources.
Scale indicators1 record
Recent moves5 records
Expansion highlights5 records
Data for the Common Good competitors and assessment
Company assessmentDirect peers
- Kids First Data Resource Center (CAVATICA): A pediatric genomic and clinical data commons for childhood cancer and structural birth defects, hosted on CAVATICA. Directly comparable in its pediatric-focused data sharing and harmonization mission.
- MolecularMatch: Provides clinical trial matching using molecular and clinical patient profiles. Closely comparable to D4CG's GEARBOx functionality, though broader in oncology scope rather than pediatric-focused.
- Children's Oncology Group (COG): The largest pediatric cancer clinical trials cooperative group in North America, running multi-institutional pediatric oncology research. COG overlaps with D4CG's consortia-driven, multi-institutional pediatric cancer research model.
- Alex's Lemonade Stand Foundation: Major pediatric cancer research funder and convener, supporting multi-institutional data initiatives. Comparable as a stakeholder shaping pediatric cancer research infrastructure, though operating primarily as a funder/convener rather than data platform.
- Treehouse Childhood Cancer Initiative: A pediatric cancer genomics and data-sharing initiative focused on comparative analysis of pediatric tumors. Overlaps with D4CG's pediatric cancer research and harmonized data access goals.
- St. Jude Children's Research Hospital / St. Jude Cloud: Operates a major pediatric cancer genomics and clinical data sharing platform (St. Jude Cloud / Pediatric Cancer Genome Project). Closest direct peer given overlapping mission of aggregating pediatric cancer data globally for research.
Others
- American Association for Cancer Research (AACR): A major scientific society that publishes, convenes, and funds cancer research and operates data-sharing programs (e.g., AACR Project GENIE). Thematically adjacent as a convener of cancer research data infrastructure but not a direct platform competitor.
Broad incumbents
- NCI Genomic Data Commons: The National Cancer Institute's broad cancer genomics and clinical data commons. A larger, federally funded incumbent covering many cancer types including pediatric, with overlapping data sharing and harmonization goals.
- Tempus Labs: A large oncology data and clinical trial matching platform operating across adult and pediatric cancers. Comparable to D4CG in its goal of connecting molecular/clinical data to research and trial matching, though far broader and commercially funded.
Regional players
- European Society for Paediatric Oncology (SIOPE): The leading European pediatric oncology organization, coordinating multi-institutional research across EU institutions. Comparable to D4CG in convening pediatric cancer consortia, with a primarily European geographic footprint.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Data for the Common Good social profiles
Digital presenceData for the Common Good financial estimates
Financial estimateRevenue estimate
Valuation estimate
Data for the Common Good leadership team
Management profileNumber of profiles
Data for the Common Good funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Data for the Common Good M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Data for the Common Good
What does Data for the Common Good do?
Data for the Common Good builds and operates the Pediatric Cancer Data Commons (PCDC), a federated data commons that aggregates harmonized pediatric, adolescent and young adult (AYA), and adult cancer clinical data from institutions worldwide, accessed by researchers through the PCDC Data Portal. It also delivers GEARBOx, a clinical decision-support tool developed with Blood Cancer United that matches acute myeloid leukemia patients to relevant clinical trials based on their clinical and genomic profiles. Additional portfolio projects (PREDICT, C-SHARP) extend the same data infrastructure to predictive analytics and broader health outcomes research.
Is Data for the Common Good a public or private company?
Data for the Common Good is a private company. It is classified as nonprofit foundation owned and is currently operating.
When was Data for the Common Good founded?
Data for the Common Good was founded in -1. It employs 1 to 10 people.
Where is Data for the Common Good based?
Data for the Common Good is headquartered in Chicago, United States, in the North America region.
How does Data for the Common Good make money?
One revenue line is on record: research Funding and Grants.
Who are Data for the Common Good's main competitors?
Direct peers on record are Kids First Data Resource Center (CAVATICA), MolecularMatch, Children's Oncology Group (COG), Alex's Lemonade Stand Foundation, Treehouse Childhood Cancer Initiative and St. Jude Children's Research Hospital / St. Jude Cloud. American Association for Cancer Research (AACR) is listed as an others. Broad incumbents are NCI Genomic Data Commons and Tempus Labs. European Society for Paediatric Oncology (SIOPE) is listed as a regional player.
Does Data for the Common Good have an API?
No public API is recorded for Data for the Common Good.
What industry is Data for the Common Good in?
Data for the Common Good's product category is Clinical Research Data Infrastructure. Its primary akta.pro industry code is HLACAIAH, Clinical Data Repositories (CDR) & Longitudinal Patient Records, with a secondary code of HLACAIAL, Data Access, Sharing & Marketplace Platforms (incl. TEFCA/QHIN enablement). Its NAICS code is 54171 and its SIC code is 7370.