Covid-19 Policy Alliance

What Covid-19 Policy Alliance does

Covid-19 Policy Alliance is a Cambridge, Massachusetts-based research and policy initiative founded in 2020 and led by MIT Sloan faculty — Simon Johnson, Retsef Levi, Kate Kellogg, and Vivek Farias — with support from students, volunteers, and named collaborators including Andrew Surwilo, Moe Khan, Matt Williams, and Vassili Valayannopoulos. The organization produces three publicly accessible data tools: (1) Infection Trajectory, an interactive forecasting model built on machine learning with SIR (Susceptible-Infected-Recovered) dynamics modified for county-level granularity and improved stability; (2) Senior Facility Risk, a national interactive map (built on Tableau) that scores U.S. counties and nursing home ZIP codes on a 0-6 risk scale using demographic and health co-variates including hypertension, diabetes, and obesity; and (3) an Essential Workers program that bundles workforce mobilization, surveillance testing, and PPE procurement for long-term care facilities. The core consumer segments are federal, state, and local government entities making healthcare and economic policy decisions, and long-term care facility operators — most notably through a partnership with the Massachusetts Senior Care Association, which represents over 400 of the state's nursing homes and accounts for almost half of Massachusetts COVID-19 deaths.

The alliance is funded in part by Schmidt Futures and operates via partnerships with the Broad Institute (testing), Monster.com (essential-worker staffing portal "From Home to Help Senior Care"), and Tableau (data visualization). Its business model is non-commercial: tools and policy recommendations are distributed free of charge via covidalliance.com to government and healthcare organizations, with no disclosed pricing, subscription, or fee structure, and no equity funding rounds identified. Distribution relies on direct website access, earned media coverage (Boston Globe, Washington Post, Fast Company, Senior Housing News, Commonwealth Magazine), LinkedIn, and association-led channels. The alliance's principal operating footprint is Massachusetts, with the Senior Facility Risk tool providing national coverage and the Infection Trajectory model applicable at any U.S. county.

There is no evidence of acquisitions, subsidiaries, or a parent entity. The legal name is Covid-19 Policy Alliance, doing business as COVID Alliance. Marketing, partnerships, and press contact are routed via email and LinkedIn through the covidalliance.com website. Operational leadership combines academic research credentials (four named MIT professors plus an MIT-affiliated practicing-physician New Hampshire State Senator) with practical healthcare operations experience via prior collaborations with MGH, BIDMC, and Children's Hospital.

Name

Covid-19 Policy Alliance

Legal name

Covid-19 Policy Alliance

Website

https://covidalliance.com

Company type

Private

Operating status

Operating

Short description

The Covid-19 Policy Alliance is a Cambridge, MA-based MIT faculty-led non-profit initiative founded in 2020 that provides free data tools and policy recommendations — Infection Trajectory forecasting, Senior Facility Risk mapping, and Essential Workers program support — to government entities and long-term care operators.

Ownership category

akta.pro rank

Product category

Public Health Data Analytics

NAICS

Computer Systems Design and Related Services (54151), Other Computer Related Services (541519)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Management Consulting Services (8742)

akta.pro primary industry

Syndromic Surveillance & Early Warning Systems (HLAJABAB)

akta.pro secondary industries

Data Integration, Interoperability & Reporting (ELR/HIE/CDC/NNDSS) (HLAJABAN), Bilateral Development & Aid Agencies (HLAJAKAB)

Keywords

• COVID-19 data analytics
• Pandemic policy advisory
• Infection trajectory forecasting
• Long-term care risk mapping
• Essential worker matching

Headquarters

HQ city

Cambridge

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Policy Advisory Services: The alliance provides data intelligence and operational recommendations to government entities and organizations. This appears to be a non-profit research and policy initiative rather than a commercial enterprise.

Go-to-market motion2 records

Distribution channels2 records

Marketing channels3 records

Core offering

Built on MIT faculty expertise, the alliance provides interactive data intelligence tools and operational policy recommendations for COVID-19 response. Core offerings include an Infection Trajectory machine-learning model that forecasts county-level transmission risk, a Senior Facility Risk mapping tool that flags vulnerable long-term care facilities, and an Essential Workers Program that matches workers with open jobs in partnership with Monster.com.

Product overview

Covid-19 Policy Alliance offers a suite of three interconnected data intelligence tools designed to help government entities and organizations make better policy decisions regarding the healthcare system and economy during and after the COVID-19 pandemic. The core offerings include: (1) Infection Trajectory, an ML-powered forecasting tool using SIR dynamics for county-level infection prediction; (2) Senior Facility Risk, an interactive national map providing county-level COVID-19 risk scores based on demographic and health covariates; and (3) Essential Workers Program, a collection of implementation strategies and partnerships for workforce support, testing, and PPE procurement for long-term care facilities.

Differentiator

Problem solved

Functional benefit

Named customers2 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability2 records

Feature3 records

Partnerships

Three partnerships are on record, tiered core.

• Massachusetts Senior Care Association (MSCA)coreStrategic or Co-development Partner · 1 January 2020Partnership with MSCA representing 400+ Massachusetts nursing homes. The alliance helped create a program for COVID-19 testing of nursing home residents in partnership with Broad Institute, mobilized essential workers through Monster.com portal, and facilitated PPE procurement. Almost half of COVID-19 deaths in Massachusetts occurred in long-term care facilities.
• Monster.comcoreGTM or Marketing Partner · 1 January 2020Partnership to urgently match essential workers to open roles at Massachusetts nursing homes. Monster.com created a special portal 'From Home to Help Senior Care' to help Massachusetts nursing homes sign up potential employees and utilized its own resources to mobilize new workers.
• Broad InstitutecoreTechnology or Integration · 1 January 2020Partnership to create a program to increase COVID-19 testing of nursing home residents. The alliance, along with MSCA and Broad Institute, created surveillance testing capabilities considered mission critical for moving from broad social distancing to targeted social distancing.

Scale indicators2 records

Recent moves6 records

Expansion highlights4 records

Direct peers

• HealthMap: Boston Children's Hospital-hosted real-time disease outbreak monitoring platform. Comparable as an academic disease surveillance system that aggregates open-source data for public-health decision-makers, overlapping with the alliance's data intelligence and reporting scope.
• Johns Hopkins Coronavirus Resource Center: Operated by Johns Hopkins University, this center was the most-cited public COVID-19 data dashboard globally. Directly comparable as an academic-led, public-good COVID analytics platform serving policymakers and the public during the pandemic.
• Institute for Health Metrics and Evaluation (IHME): University of Washington-based institute producing widely cited COVID-19 infection trajectory and hospital resource forecasts. Directly comparable as an academic-led modeling effort targeting policymakers with SIR-style epidemiological projections.
• COVID Act Now: US-focused COVID data and risk dashboard providing county-level risk scoring and policy recommendations. Directly comparable to Covid-19 Policy Alliance in product, target audience (state/local officials), and data visualization approach.
• Cascadia Data Discovery Initiative (Harvard-affiliated pandemic analytics): Harvard-affiliated academic teams producing pandemic modeling and policy recommendations during COVID-19. Comparable as an academic epidemiology/policy initiative serving similar government and healthcare stakeholders with analytic outputs.
• Resolve to Save Lives: Global health organization focused on epidemic preparedness and response, led by former CDC official Tom Frieden. Comparable as a non-profit/policy initiative working on pandemic response, healthcare worker protection, and government advisory — overlapping closely with the alliance's policy and operational scope.

Emerging players

• Cuebiq: Location analytics firm that provided mobility data for COVID-19 response efforts. Comparable as a data analytics provider whose outputs were used to inform pandemic response and policy decisions, similar in technology category to the alliance's data analytics tools.
• BlueDot: Toronto-based startup using AI for infectious disease outbreak intelligence. Comparable as a venture-backed disease surveillance and early warning analytics company operating in the same syndromic surveillance space as the alliance's Infection Trajectory tool.
• Metabiota: Epidemic risk intelligence company providing outbreak tracking and pandemic risk analytics. Comparable as a specialized firm selling disease surveillance and forecasting capabilities to governments and health agencies, in the same buyer segment as the alliance.

Broad incumbents

• Palantir Technologies: Large data analytics platform that built pandemic response software for governments and hospitals (e.g., HHS Protect). Comparable as an incumbent data infrastructure provider whose platforms were used for pandemic surveillance and operational coordination at scale.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/covid-19-policy-alliance

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds

Investors

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 Covid-19 Policy Alliance