Finreglab INC FY2020 filing
Tests technologies and data to guide policy and make finance more responsible and inclusive. For fiscal year 2020 it reported $1.2M in revenue, $1.1M in expenses, and $464K in net assets.Pt I
- Type
- Public charity (501(c)(3)) · Science & Technology
- Location
- Washington, DC
- Website
- www.finreglab.org
- Filings
- 5 on file (2020–2020)
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Summary of the Filing
Where the work happens
Explanability and Fairness in Machine Learning
The Organization is conducting research on the capabilities of model diagnostic tools provided by several technology companies that is designed to improve the explainability of machine learning underwriting models.
Program Research
The category includes other work that advances the Organization's mission but is not funded as part of a large dedicated project. In 2020, this work included a series of research briefs focusing on the financial impacts of Covid-19 and efforts to increase the pace and scale of recovery for small businesses and consumers.
Borrower Risk Assessment with Cash Flow Data
The Organization examined data from participating companies that provide various credit products to consumers and businesses using underwriting models that rely on cash-flow data. The information is used to assess the predictiveness of the cash flow scores and other metrics, the extent to which the companies extend credit to underserved…
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Identity & Classification
Governance & Policies
Officers, Directors & Key Employees
Melissa Koide’s $288K as Chief Executive Officer is at the 84th percentile of top reported officer pay among 361 $1–10M science & technology nonprofits. Peer set: organizations in the same NTEE major field of work and revenue-size band, compared on each org’s own highest-paid officer/key-employee, from Form 990 Part VII / 990-PF Part VIII. Descriptive placement, not a verdict on whether the pay is appropriate.
Compensation history total reportable pay by year · 8 named individuals · Part VII
| Name | FY2024 | FY2023 | FY2022 | FY2021 | FY2020 |
|---|---|---|---|---|---|
| Melissa Koide | $288,297 | $275,140 | $269,025 | $247,151 | $210,931 |
| Kelly Thompson Cochran | $262,226 | $224,668 | $239,944 | $212,254 | $218,061 |
| Paula-Rose Stark | — | — | $196,403 | $167,075 | — |
| Zihsun Zhao | $195,569 | $179,144 | — | — | — |
| Kerrigan B Molland | $174,074 | $134,456 | — | — | — |
| Karla Renschler | $163,630 | — | — | — | — |
| Natalia Bailey | — | $124,845 | $131,917 | — | — |
| Nancy Castillo | $65,011 | $118,634 | — | — | — |
Total reportable compensation (Form 990 Part VII column D / Schedule J column E) by filing year, matched by name within this organization. The Schedule J base / bonus / deferred breakdown is not parsed into this dataset.
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Statement of Revenue
Statement of Functional Expenses
Balance Sheet
Financial Metrics
Same NTEE category, revenue band, and state where available. Descriptive — not a grade.
| Metric | This org | Peer median | Percentile |
|---|---|---|---|
| Program ratio | 73% | — | — |
| Overhead ratio | 18% | — | — |
| Fundraising cost ratio | 8% | — | — |
| Accounting fee ratio | 2% | — | — |
Straight from the Form 990 — descriptive, not an evaluation. A ratio is hidden when its base is zero or too small to be meaningful; the dollars are always shown.
Grants
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Filings & Schedule Manifest
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