What Convergent Research does

Convergent Research is a 501(c)(3) non-profit science studio founded in 2021 by Adam Marblestone (CEO) and Anastasia Gamick (President), headquartered in Cambridge, Massachusetts. The organization pioneered the Focused Research Organization (FRO) model — a time-bound, technically ambitious non-profit structure that assembles teams of 10-30+ engineers and scientists to produce high-impact public goods (tools, datasets, platforms) that unblock progress in specific scientific fields over 3-7 year horizons. Convergent identifies scientific bottlenecks through systematic technical roadmapping, matches funders with founding teams, incubates FROs, and provides ongoing governance and operational support as a parent non-profit.

The organization has launched 10 FROs since 2021 spanning brain connectomics (E11 Bio, Forest Neurotech), proteomics (Parallel Squared Technology Institute), microbial cultivation (Cultivarium), pharmacology (EvE Bio), forensic immunology (Imprint), formal mathematics verification (Lean FRO), ocean carbon removal MRV ([C]Worthy), and UK-based brain connectivity and ecological intelligence (Meridial, Echo Labs). These FROs produce public goods including open-source software (plexDIA, Volara, Lean proof assistant, fUSI-BIDS), public datasets (EvE Bio Pharmome Data Portal, Cultivarium Organism Portal), and scientific infrastructure. Convergent's revenue model is philanthropic grant funding from 30+ individuals and institutions, with cumulative funding of approximately $400 million since inception. Funding tiers range from $10k for roadmapping support to $10M+ for anchoring new FROs, with FROs typically receiving initial grants of $20-50 million each.

Name

Convergent Research

Legal name

Convergent Research, LLC

Website

https://convergentresearch.org

Company type

Private

Founded year

2021

Operating status

Operating

Headcount range

51–100 employees

Short description

Convergent Research is a 501(c)(3) non-profit science studio that designs, launches, and operates Focused Research Organizations (FROs) — time-bound teams producing public-good tools, datasets, and platforms to unblock progress in specific scientific fields, funded by philanthropic grants.

Ownership category

akta.pro rank

Product category

Scientific Research Services

NAICS

Scientific Research and Development Services (5417), Research and Development in the Physical, Engineering, and Life Sciences (54171), Research and Development in Biotechnology (except Nanobiotechnology) (541714)

SIC

Services-Commercial Physical & Biological Research (8731), Services-Management Consulting Services (8742)

akta.pro primary industry

Research & Science Grantmaking Foundations (BPAGAKAI)

akta.pro secondary industries

Bioinformatics, Multi-Omics Data Analysis & Interpretation Services (HLAGANAI), Specialty Therapeutic-Area CROs (e.g., oncology/rare disease) (HLAGAAAL), Sustainability & ESG Consulting (BPAHACAK)

Keywords

• Scientific research infrastructure
• Focused research organizations
• Nonprofit science incubation
• Open-source scientific tools
• Public goods research

Headquarters

HQ city

Palo Alto

HQ country

United States

HQ region

North America

Offices7 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure, Supply Chain

Revenue model

1. Philanthropic/Grant Funding: Convergent Research is a 501(c)(3) non-profit organization that raises funding from individuals and institutions to support FRO creation. Funding tiers include $10M+ to anchor a new FRO, $1M+ to co-fund an existing FRO with anchor donor, and $10k+ to support scientific roadmapping and FRO sourcing programs.
2. FRO Operational Support: As a parent non-profit, Convergent provides subsidiary FROs with governance and critical operations support. FROs may generate revenue through product sales, perpetual endowment as foundation, or commercialization by licensing to companies.

Go-to-market motion2 records

Distribution channels4 records

Marketing channels5 records

Core offering

Convergent Research is a nonprofit science studio that creates, funds, and operates Focused Research Organizations (FROs) — time-bound, technically ambitious nonprofit subsidiaries that build tools, datasets, and platforms as public goods to unblock scientific progress. The parent organization provides systematic technical roadmapping, founder-funder matchmaking, incubation, governance, and shared operational support to 10+ FROs across neuroscience, proteomics, microbiology, formal mathematics, immunology, climate science, and related fields.

Product overview

Convergent Research is a nonprofit science studio that pioneers the Focused Research Organization (FRO) model as a new operating system for science. Rather than a single unified product, Convergent Research serves as an incubator that designs, launches, and operates multiple subsidiary FROs (currently 10 active projects including Cultivarium, [C]Worthy, E11 Bio, EvE Bio, Forest Neurotech, Imprint, Lean FRO, and Parallel Squared Technology Institute). Each FRO is a time-bound nonprofit startup focused on building specific scientific infrastructure, tools, datasets, or platforms to remove bottlenecks in a particular scientific domain. Convergent provides operational backbone, governance, and fundraising support while FRO teams maintain technical focus and autonomy.

Differentiator

Problem solved

Functional benefit

Products and services

• Cultivarium A bioengineering Focused Research Organization (FRO) that helps labs harness microorganisms through a predictive high-throughput culturing platform, cross-species genetic toolkit, and Microbe Information Hub indexing 170,000+ microbes. It produces public-good microbial cultivation tools and organism data for the scientific community.
• E11 Bio A Focused Research Organization (FRO) building scalable technologies for circuit mapping at single-cell resolution in mammalian brains using PRISM technology, which combines protein barcoding, advanced microscopy, and machine learning for connectomics. It releases tools such as PRISMA (self-correcting neuron tracing) as open-source public goods.
• Parallel Squared Technology Institute (PTI) A Focused Research Organization (FRO) accelerating single-cell proteomics using novel mass tags and multiplexing approaches to enable researchers to study thousands of individual cells in parallel. Produces open-source mass spectrometry tools and workflows (e.g., plexDIA, Volara) as public goods for proteomics researchers.
• Forest Neurotech A Focused Research Organization (FRO) developing wearable whole-brain ultrasound technology for functional imaging and neuromodulation in humans, enabling non-invasive brain-computer interfaces. Releases tools such as fUSI-BIDS Pydantic as open-source public goods for neuroscience researchers.
• Lean FRO A Focused Research Organization (FRO) working to make formal verification more accessible through the Lean programming language and proof assistant, with focus on scalability, usability, and proof automation. Releases the Lean proof assistant and a library of use cases as open-source public goods for the formal mathematics and verification community.
• Imprint A Focused Research Organization (FRO) for forensic immunology, building experimental and machine learning tools to decode immune memory and identify hidden causes of chronic diseases including autoimmune, neurological, and psychiatric disorders. Located in New York.
• EvE Bio A Focused Research Organization (FRO) mapping the pharmome by identifying all unintended targets (off-targets) of small-molecule pharmaceutical drugs through systematic drug-target assay results. Releases the Pharmome Data Portal as a CC BY-NC-SA-licensed public dataset updated by rolling releases.
• [C]Worthy A Focused Research Organization (FRO) building open-source, science-backed tools for ocean-based carbon dioxide removal (CDR), including the C-Star platform for Monitoring, Reporting, and Verification (MRV) and the Ocean CDR Atlas. Works with commercial CDR companies, registries, and buyers.
• Meridial A UK-based Focused Research Organization (FRO) building scientific infrastructure for living-brain connectivity mapping, launched in 2026 in partnership with the UK's ARIA agency.
• Echo Labs A UK-based Focused Research Organization (FRO) building scientific infrastructure for ecological intelligence, launched in 2026 in partnership with the UK's ARIA agency.
• Focused Research Organization (FRO) Model and Incubation Service Convergent Research's core offering: a systematic process for identifying scientific bottlenecks through technical roadmapping, matching funders and founders, and providing governance and operational support to launch time-bound, technically ambitious nonprofit FROs that produce high-impact public goods over 3-7 years. The methodology is itself the product that Convergent sells/delivers to scientists and funders.

Quantifiable outcome

• Nearly $400 million secured from 30+ funders since 2021
• +2 more outcomes

Named customers4 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

Feature3 records

Partnerships

One partnership is on record.

• ARIA (Advanced Research and Invention Agency)coreStrategic or Co-development Partner · 9 October 2025Convergent Research announced collaboration with UK-based ARIA as an Activation Partner to launch Focused Research Organizations (FROs) for science and technology in the UK ('FROST UK'). The partnership involves launching an open call for FRO proposals in spring 2025, selecting proposers for the Founder in Residence (FiR) program, and incubating at least one FRO in the UK. Convergent will work with ARIA's Program Directors to identify bottlenecks within their opportunity spaces.

Scale indicators6 records

Recent moves7 records

Expansion highlights5 records

Direct peers

• Arc Institute: Palo Alto-based non-profit research organization founded in 2021 that runs large-scale, long-horizon team science initiatives with unrestricted funding from a small group of philanthropists (Patron, Cox, Pritzker). Closely comparable in mission, structure, and operating model to Convergent's FRO concept.
• Schmidt Futures: Philanthropic venture led by Eric and Wendy Schmidt that funds ambitious science and talent programs, including Convergent itself. Directly comparable in deploying philanthropic capital toward frontier science infrastructure and scientist-led ventures.
• UK Advanced Research and Invention Agency (ARIA): UK government R&D agency modeled on ARPA that funds high-risk, high-reward science through Program Directors. Active partner of Convergent for FROST UK and uses similar bottleneck-mapping and milestone-based funding approaches.
• New Science: Non-profit focused on funding and scaling ambitious, unconventional scientific research and infrastructure, founded by Jan Chipchase. Directly comparable in operating in the gap between traditional academia, startups, and government science funding.
• Federation of American Scientists (FAS): Non-profit policy and science organization that operates applied science projects and translates research into public-good outputs. Shares Convergent's model of housing technical programs under a non-profit umbrella to deliver public-impact science.
• Arcadia Science: Non-profit research company founded by Patrick Collison that pursues high-risk, high-reward biology with a public-good orientation. Comparable in operating time-bound research programs with philanthropic funding and open science outputs.

Broad incumbents

• Howard Hughes Medical Institute (HHMI): Large, established non-profit biomedical research organization that funds and operates labs to produce scientific public goods. Comparable in mission to produce research as public good, but operates at much larger scale and focuses exclusively on biomedical research.
• Open Philanthropy: Major philanthropic funder backing high-impact, long-horizon science causes including Convergent itself. Comparable as a large-scale science-philanthropy organization but operates as a grantmaker rather than as an operating R&D entity.
• Allen Institute: Paul Allen-founded non-profit research institutes (AI, brain science, cell science) that operate large team-science programs producing public-good datasets and tools. Comparable in mission and open-data outputs but is larger, longer-established, and domain-focused rather than diversified like Convergent's FRO portfolio.

Emerging players

• Renaissance Philanthropy: Non-profit philanthropy organization led by Tom Kalil (Convergent board chair) focused on increasing R&D investment for scientific and technological progress. Conceptually adjacent in deploying philanthropic capital toward science infrastructure priorities.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/convergentresearch
• Xx.com/convergent_fros

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Subsidiaries10 records

Funding overview

Funding rounds1 record

Investors1 record

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M&A

Investments1 record

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

Frequently asked questions about Convergent Research