Reparations Finance Lab

What Reparations Finance Lab does

Reparations Finance Lab (RFL) is a US-based financial services non-profit organization dedicated to encouraging and facilitating private sector allocation of reparative capital to descendants of the Trans-Atlantic Slave Trade globally. Founded by Enith Martin Williams, who brings senior international banking experience at Merrill Lynch and senior roles with the Government of Jamaica, the organization operates through five interconnected service areas: Data Collection, Harm Measurement, Policy/Program Development, Capital Mobilization, and Repair Measurement. RFL's primary stakeholder groups include capital allocators (banks, asset managers, private equity funds, insurers), city contractors and municipalities facing Slavery Disclosure Ordinance compliance, and real estate developers subject to Affirmatively Further Fair Housing (AFFH) requirements. Operating geographies focus on the United States and the Caribbean, with a global framing around the diaspora of the Trans-Atlantic Slave Trade.

RFL's product portfolio centers on a Data Center of Excellence aggregating datasets, benchmark indexes, and repair checklists for historically marginalized communities; a Reparative Impact Checklist providing capital allocators with a standardized methodology to measure reparative impact; Strategic Advisory services for capital market-centered, data-informed repair strategy; ML/AI-driven harm measurement and policy impact forecasting built on statistical time series modeling and semantic data collection; Custom Tech Development for harm- and repair-centered stakeholder dialogue; and the RFL Fellowship Program, a curated learning experience covering donor advising, research, financial innovation, and communications. The technology stack is described in terms of statistical forecasting of population and capital flows from historically Black communities and intuitive data visualization tools tailored to multi-stakeholder engagement with private, public, and non-profit actors.

RFL's revenue mechanics are donation-based and routed through fiscal sponsor Humanitarian Social Innovations (EIN 46-5779591), which provides administrative infrastructure, 501(c)(3) status, and donation processing. The organization does not charge for its core services, distributing the Reparative Impact Checklist and Data Center of Excellence as publicly available tools via its website. The organization relies on a small core team of approximately four individuals, including the founder/Executive Director and three RFL Fellows, and partners with 17 Asset Management and Scatterday Associates to extend capacity.

Name

Reparations Finance Lab

Legal name

Reparations Finance Lab

Website

https://reparationsfinancelab.org

Company type

Private

Operating status

Operating

Headcount range

1–10 employees

Short description

Reparations Finance Lab is a US-based financial services non-profit that develops data, advisory, and ML-driven measurement tools to help capital allocators, municipalities, and real estate developers allocate reparative capital to descendants of the Trans-Atlantic Slave Trade.

Ownership category

akta.pro rank

Product category

Reparative Finance Advisory

NAICS

Business Support Services (5614)

SIC

Miscellaneous Business Credit Institution (6159)

akta.pro primary industry

Transitional Justice, Accountability & Reparations (BPADAGAL)

akta.pro secondary industry

Development Finance, Guarantees & Blended Finance Programs (BPADABAM)

Keywords

• Reparative finance advisory
• Capital allocation analytics
• Harm measurement research
• Social impact consulting
• Wealth gap analytics

Headquarters

HQ city

Bethlehem

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, Operations, Marketing or Sales, Others

Revenue model

1. Donations and Philanthropic Funding: RFL operates as a non-profit organization that accepts donations and philanthropic contributions. Donations are processed through Humanitarian Social Innovations as the fiscal sponsor (EIN 46-5779591). All donations minus administrative costs are used solely for RFL program purposes.

Go-to-market motion2 records

Distribution channels3 records

Marketing channels6 records

Core offering

Reparations Finance Lab is a non-profit financial services organization that facilitates private sector allocation of reparative capital to descendants of the Trans-Atlantic Slave Trade. It operates through five interconnected service areas: Data Collection, Harm Measurement, Policy/Program Development, Capital Mobilization, and Repair Measurement. It delivers these via a Data Center of Excellence with benchmark indexes and repair checklists, strategic advisory engagements, ML/AI-driven analytical tools, custom data visualization technology, and a Reparative Impact Checklist for capital allocators.

Product overview

Reparations Finance Lab is a financial services non-profit organization that operates as a unified platform focused on mobilizing reparative capital. The core offering consists of five interconnected service areas: Data Center of Excellence (data best practices, benchmark indexes, and repair checklists), Strategic Advisory (capital market-centered research and strategy), ML/AI Development (analytical methods for harm measurement and policy impact analysis), Custom Tech Development (data visualization for stakeholder dialogue), and the Reparative Impact Checklist (measurement tool for capital allocators). Additionally, the RFL Fellowship Program provides professional development in reparative justice. The organization focuses on encouraging private sector allocation of reparative capital to descendants of the Trans-Atlantic Slave Trade.

Differentiator

Problem solved

Functional benefit

Products and services

• Data Center of Excellence Provides data best practices, benchmark indexes, and repair checklists that standardize and open-source emerging best practices for reparative action initiatives. Serves capital allocators, policymakers, and researchers seeking to measure and advance reparative outcomes.
• Reparative Impact Checklist A guidance tool that enables capital allocators including banks, asset managers, private equity funds, insurers, and real estate developers to measure the impact of their capital allocation in delivering reparative capital to communities harmed by systemic racialized denial of capital.
• Strategic Advisory Capital market-centered, data-informed research that drives multidisciplinary repair strategy development and execution support for organizations implementing reparative practices.
• RFL Fellowship Program A structured curated learning opportunity for professionals and students focused on donor advising, research and education, financial innovation and architecture, and communications and marketing in reparative justice.

Quantifiable outcome

• Racial injustice has cost US economy over $16 trillion since 2000; closing racial wealth gap could add $5 trillion to economy over 5 years
• +1 more outcomes

Named customers3 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature5 records

Partnerships

Three partnerships are on record, tiered core and minor.

• 17 Asset ManagementcoreStrategic or Co-development Partner17 Asset Management is a collaborator and partner organization. Founder Enith Martin Williams is associated with 17 Asset Management, where she manages the Reparations Finance Lab initiative. Theresa Jackson served as a Senior Sustainable Investing Fellow at 17 Asset Management before joining RFL. The organizations share leadership and expertise in sustainable investing and reparative finance.
• Humanitarian Social Innovations (HSI)coreImplementation/ SI/ Consulting PartnerHSI serves as RFL's fiscal sponsor, providing administrative infrastructure including 501(c)(3) status, EIN (46-5779591), and donation processing. RFL's headquarters are c/o HSI in Bethlehem, PA. All donations are processed through HSI, with administrative cost allocations deducted and remaining funds used solely for RFL program purposes.
• Scatterday AssociatesminorGTM or Marketing PartnerListed as an RFL collaborator in the team section. Provides marketing or consulting support to the organization.

Scale indicators4 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• National African American Reparations Commission (NAARC): NAARC is a U.S.-based advocacy commission advancing reparations policy and community reparations programs. Directly comparable to RFL in mission, reparations subject area, and target stakeholders including municipalities and capital allocators.
• PolicyLink: PolicyLink is a national research and action institute advancing racial and economic equity through policy and capital strategies. Comparable to RFL in combining policy advocacy with capital-allocation framing aimed at closing racial wealth gaps for harmed communities.
• Candide Group: Candide Group is a philanthropic advisory and advocacy firm focused on Black-led social change, reparations, and equitable giving. Comparable to RFL in serving capital allocators with reparative strategy and tools targeting systemic racial harm.
• Decolonizing Wealth Project: Decolonizing Wealth Project is a philanthropic advisory and movement-building organization focused on reparative giving and shifting capital to communities harmed by colonization. Directly comparable to RFL in mission, capital-allocation orientation, and target audience of capital allocators and foundations.
• Caribbean Reparations Commission: Caribbean Reparations Commission is the CARICOM-anchored body driving reparations advocacy for descendants of the Trans-Atlantic Slave Trade. RFL explicitly cites it as a partner resource and shares its CARICOM/Jamaica focus and the reparations-for-descendants framing.

Emerging players

• Calvert Impact Capital: Calvert Impact Capital is a nonprofit impact-investment intermediary providing measurement, capital, and advisory services for community outcomes. Comparable through its impact-measurement infrastructure and overlap with RFL Fellow Helen Zhang's prior role there.
• Living Cities: Living Cities is a collaborative of foundations and financial institutions funding racial equity and inclusive economy initiatives. Comparable through its blend of capital-allocator engagement, impact measurement, and targeted investment in marginalized communities.

Regional players

• Philanthropy Network Greater Philadelphia: Philanthropy Network Greater Philadelphia is a regional membership association for philanthropies in the Greater Philadelphia area, where RFL is based. Comparable through overlapping regional philanthropic networks and explicit personnel overlap with RFL Fellow Theresa Jackson.

Others

• 17 Asset Management: 17 Asset Management is a sustainable-investing firm whose founder leads RFL. Comparable as the partner entity delivering sustainable-investing services alongside RFL's reparative-finance focus and sharing leadership and fellow pipelines.

Broad incumbents

• Aspen Institute: Aspen Institute is a large policy and research nonprofit running multiple programs on racial equity, economic opportunity, and financial inclusion. Comparable through policy research and convening infrastructure that overlaps with RFL's advisory and research missions at a much larger scale.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/reparations-finance-lab

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 Reparations Finance Lab