Civic Intelligence

Surgeon'S Data Science Collective Inc

EIN 88-1233001 • 501(c)3 • Washington, DC

Profile

We build the infrastructure that powers the digital transformation of global surgery.

2000 Pennsylvania Ave NW 7000Washington, DC 20006

www.surgicalvideo.io

Siviq Scores

Precomputed percentiles relative to similar nonprofits. These scores are descriptive rather than judgmental.

Liabilities / Assets

15th percentile

0.00x

Higher debt load relative to assets than 15% of similar nonprofits.

501(c)3 • $5M-$10M nonprofits • Source year 2024

Liabilities / Revenue

12th percentile

0.00x

Higher debt load relative to revenue than 12% of similar nonprofits.

501(c)3 • $5M-$10M nonprofits • Source year 2024

Net Margin

91st percentile

57%

Higher net margin than 91% of similar nonprofits.

501(c)3 • $5M-$10M nonprofits • Source year 2024

Top Officer Pay

75th percentile

$204,615

Higher top officer pay than 75% of similar nonprofits.

Top officer pay equals 2.6% of source-year revenue.

501(c)3 • $5M-$10M nonprofits • Source year 2024

Asset Growth

100th percentile

3090%

Faster asset growth than 100% of similar nonprofits.

501(c)3 • $5M-$10M nonprofits • Annualized from 2023 to 2024

Revenue Growth

97th percentile

343%

Faster revenue growth than 97% of similar nonprofits.

501(c)3 • $5M-$10M nonprofits • Annualized from 2023 to 2024

Assets

Up

$4,640,976

Up $4,495,484 (+3090%) from 2023

Liabilities

Down

$14,117

Down $10,479 (-43%) from 2023

Net Assets

Up

$4,626,859

Up $4,505,963 (+3727%) from 2023

Revenue

Up

$7,874,047

Up $6,098,219 (+343%) from 2023

Expenses

Up

$3,368,084

Up $1,713,152 (+104%) from 2023

Net Income

Up

$4,505,963

Up $4,385,067 (+3627%) from 2023

Trend Graphs

Balance Sheet Trend

Grouped bars show assets, liabilities, and net assets across loaded filings.

$6.0M$4.0M$2.0M$0Assets 2023: $145,492Liabilities 2023: $24,596Net Assets 2023: $120,8962023Assets 2024: $4,640,976Liabilities 2024: $14,117Net Assets 2024: $4,626,8592024

Highlighted filing

2024

Assets$4,640,976
Liabilities$14,117
Net Assets$4,626,859

Operations Trend

Revenue, expenses, and net income by year, with the latest filing highlighted.

$8.0M$6.0M$4.0M$2.0M$0Revenue 2023: $1,775,828Expenses 2023: $1,654,932Net Income 2023: $120,8962023Revenue 2024: $7,874,047Expenses 2024: $3,368,084Net Income 2024: $4,505,9632024

Highlighted filing

2024

Revenue$7,874,047
Expenses$3,368,084
Net Income$4,505,963

Filings

Latest Filing Detail
Jump To
Filing Snapshot
Filing Period
Jan 1, 2024 to Dec 31, 2024
Signed
Nov 13, 2025
Return Version
2024v5.2
Gross Receipts
$7,874,047
Mission and Program Overview

Mission

We build the infrastructure that powers the digital transformation of global surgery.

Balance Sheet Detail
LineBeginningEndChange
Assets
Cash and Non-Interest-Bearing Accounts$145,492$4,640,976▲ $4,495,484
Rtn Earn Endowment Incm Other Fnds$120,896$4,626,859▲ $4,505,963
Pd in Cap Srpls Land Bldg Eqp Fund$0$0→ $0
Cap Stk Tr Prin Current Funds$0$0→ $0
Total Assets$145,492$4,640,976▲ $4,495,484
Liabilities
Accounts Payable and Accrued Expenses$24,596$14,117▼ $10,479
Total Liabilities$24,596$14,117▼ $10,479
Net Assets / Fund Balance
Total Net Assets Fund Balance$120,896$4,626,859▲ $4,505,963
Total Liabilities and Net Assets / Fund Balance$145,492$4,640,976▲ $4,495,484
Compensation and Service Providers

Employees

NameTitleFull / Part TimeBaseOtherTotal
Margaux Masson-forsytheDirector of Machine LearningFT$204,615-$204,615
Andrew PorterChief Operating OfficerFT$165,000-$165,000
Sumeyra Ozgur KaplanSoftware EngineerFT$135,937$14,501$150,438
Jack CookMachine Learning EngineerFT$126,539$3,775$130,314
Eric FennellTechnical LeadFT$122,843-$122,843

Board Members and Trustees

NameTitle
Daniel DonohoPresident
Kevin ClearyBoard Member
Michael GlennSecretary
Carla VolpeSecretary (thru 06/24)

Highest Paid Contractors

ContractorServicesLocationCompensation
Softermii INCSoftware Engineering2618 KRAMER LANE, Austin, TX 78758, Is$322,000
Amin Consulting LLCSoftware Engineering675 LAKEVIEW PKWY 5571, Vernon Hills, IL 60061$285,212
Dor SpitzerProduct Design And Development1037 NE 65TH ST 82070, Seattle, WA 98115$142,040
Tristam MacdonaldSoftware Engineering-$127,731
Revenue and Support

Revenue Composition

Contributions and Grants
$7,854,855
Program Service Revenue
$19,000
Investment Income
$192
Other Revenue
$0
All Other Contributions
$7,854,855
Change in Net Assets
$4,505,963
Expenses and Functional Allocation

Major Expense Lines

Line ItemAmount
Salaries, Compensation, and Employee Benefits$1,907,771
Other Expenses$1,441,825
Professional Fundraising Fees$18,488
Total Fundraising Expense$18,488
Grants and Similar Amounts Paid$0

Functional Expense Allocation

Line ItemProgramManagementFundraisingTotal
Other Salaries and Wages$1,456,909$161,878-$1,618,787
Fees for Services Other$917,810$101,979-$1,019,789
Current Officers, Directors, Trustees, and Key Employees$115,500$49,500-$165,000
Fees for Services Accounting$75,290$32,266-$107,556
Payroll Taxes$95,138$10,570-$105,708
Occupancy$70,260$7,810-$78,070
Fees for Services Legal$50,600$21,688-$72,288
Insurance$45,390$19,450-$64,840
Information Technology$39,310$4,366-$43,676
Conferences and Meetings$20,110$2,235-$22,345
Travel$18,443$2,050-$20,493
Fees for Services Professional Fundraising--$18,488$18,488
Other Employee Benefits$16,448$1,828-$18,276
All Other Expenses$4,473$1,913-$6,386
Office Expenses$4,469$1,913-$6,382
Total Functional Expenses$2,930,150$419,446$18,488$3,368,084
International Activity

International Summary

Offices
0
Employees
2
Spending
$188,320

International Compliance

Foreign grant records maintained
Yes
Activity in boycott countries
No
Foreign corporation ownership
No
Foreign partnership interest
No
Interest in foreign trust
No
Passive foreign investment company interest
No
Transfers to foreign corporations
Yes

International Activities

RegionActivityServicesOfficesEmployeesSpending
Middle East and North AfricaProduct Development-01$142,040
Europe (including Iceland & Greenland)Ai Data Development Platform-00$21,500
Europe (including Iceland & Greenland)Data Labeling/innovation-00$19,582
Europe (including Iceland & Greenland)Science Writing Consultant-01$5,198
Fundraising, Events, and Gaming
Fundraising activities
No
Gaming activities
No
Professional fundraiser used
Yes

Fundraising and Gaming Totals

Line ItemAmount
Professional Fundraising Fees$18,488
Political and Lobbying Activity
Political campaign activity
No
Lobbying activity
No
Subject to proxy tax
No
Governance and Compliance

Governance Checklist

Compiled or reviewed by an accountant
No
Annual disclosure for covered persons
Yes
Business relationship with 35% controlled entity
No
Business relationship with family members
No
Business relationship with organization members
No
Material changes to governing documents
No
Compensation from other sources disclosed
No
CEO compensation reviewed
Yes
Other officer compensation reviewed
Yes
Conflict-of-interest policy
Yes
Audited financial statements prepared
No
Key decisions subject to board approval
No
Management duties delegated
No

Governance Explanations

Form 990, Part VI, Section A, Line 6

The organization has a single class of members, and any serving member of the board of directors shall, during such time of service, be deemed to be a member of the organization.

Form 990, Part VI, Section A, Line 7A

The organization has a single class of members, and any serving member of the board of directors shall, during such time of service, be deemed to be a member of the organization.

Form 990, Part VI, Section A, Line 8B

No committees have yet been established besides the board of directors.

Form 990, Part VI, Section B, Line 11B

The chief operating officer will review the form 990, as will personnel from acadia family office and clark nuber.

Form 990, Part VI, Section B, Line 12C

The organization's conflict of interest governs the actions of each board member and officer of the organization. In connection with any actual or possible conflict of interest, director, principal officers, or member of a committee with board of director delegated powers must disclose the existence of the financial interest and be given the opportunity to disclose all material facts to the directors and members of committees with board of directors delegated powers considering the proposed transaction or arrangement. After disclosure of the financial interest and all material facts, and after any discussion with the interested person, he/she shall leave the board of directors or committee meeting while the determination of a conflict of interest is discussed and voted upon. The remaining board or committee members shall decide if a conflict of interest exists.

Form 990, Part VI, Section B, Line 15

The organization utilizes an outsourced human resource and recruiting consultant to determine compensation of top management officials and other officers. The hr and recruiting consultant provide compensation recommendations based on benchmarking the employee's job description/duties with salary and current salary survey. All compensation negotiations with employees were at arm's length. The last compensation survey was undertaken in november of 2024.

Form 990, Part VI, Section C, Line 19

Form 1023 and form 990 are available to the public upon request.

Filing and Contact Details

Filer

Filer Name
SURGEON'S DATA SCIENCE COLLECTIVE INC
EIN
88-1233001
Phone
2029968230
Address
2000 PENNSYLVANIA AVE NW 7000, WASHINGTON, DC 20006
Doing Business As
Surgical Data Science Collective (sdsc)

Signing Officer

Name
Andrew Porter
Title
Chief Operating Officer
Phone
2029968230
Signed
2025-11-13
Discuss with paid preparer
Yes

Organization Details

Principal Officer
Daniel Donoho
Formed
2022
Legal Domicile
De
Voting Board Members
3
Independent Board Members
3
Employees
14
Volunteers
12

Preparer

Firm
Clark Nuber Ps
Address
555 110TH AVE NE SUITE 700, BELLEVUE, WA 98004
Preparer
Jennifer Becker Harris
Phone
4254544919
Supplemental Narrative

Additional Explanations

FORM 990, PART I, LINE 6:

The organization had twelve volunteers during the year. Four were board members who served about 12 hours during the year, and the other nine were medical school students, surgical residents, or practicing surgeons donating their expert advice on surgical procedure steps and tool usage to our machine learning team's efforts to analyze surgery and make it safer. On an estimated basis, they each served approximately 50 hours in 2024, roughly one hour per week.

Form 990, Part IX, Line 11G

Software engineering: program service expenses 371,649. Management and general expenses 41,294. Fundraising expenses 0. Total expenses 412,943. Software development and machine learning: program service expenses 483,342. Management and general expenses 53,705. Fundraising expenses 0. Total expenses 537,047. Recruiting: program service expenses 62,819. Management and general expenses 6,980. Fundraising expenses 0. Total expenses 69,799.

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IRS990/PayrollTaxesGrp/ProgramServicesAmt095138
IRS990/PayrollTaxesGrp/TotalAmt0105708
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IRS990/PrincipalOfficerNm0DANIEL DONOHO
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IRS990/ProgramServiceRevenueGrp/BusinessCd0541900
IRS990/ProgramServiceRevenueGrp/Desc0SURGICAL VIDEO
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IRS990/ProgramServiceRevenueGrp/TotalRevenueColumnAmt019000
IRS990/ProgSrvcAccomActy2Grp/Desc0SURGICAL DATA SCIENCE RESEARCH: OUR ARTIFICIAL INTELLIGENCE/MACHINE LEARNING (AI/ML) RESEARCH TEAM ACHIEVED A GREAT DEAL. IN 2024, 8 OUT OF 10 RESEARCH ABSTRACTS SUBMITTED TO MAJOR SURGICAL JOURNALS AND CONFERENCES BASED ON SDSC RESEARCH COLLABORATIONS WERE ACCEPTED, AND WE HAVE 12 MORE IN PROGRESS FOR 2025. WE HAVE DEVELOPED IN-HOUSE 11 SURGICAL ML MODELS ENABLING THE QUANTITATIVE STUDY OF 20+ DIFFERENT SURGICAL PROCEDURES. WE HAVE ESTABLISHED 30 RESEARCH ACTIVITIES WITH ACADEMIC MEDICAL RESEARCH INSTITUTIONS TO STUDY SURGICAL VIDEO FOOTAGE TOGETHER. HIGHLIGHTS INCLUDE OUR RESEARCH ON VESTIBULAR SCHWANNOMAS WITH NEUROSURGEON DR. CHRISTOPHER GRAFFEO, MD MS, OF THE UNIVERSITY OF OKLAHOMA AND WITH DR. JUAN C. FERNANDEZ-MIRANDA, MD, FACS, FROM THE STANFORD UNIVERSITY DEPARTMENT OF NEUROSURGERY TO DEVELOP THE WORLD'S FIRST AI-POWERED HANDS-ON SURGICAL COURSE. IN ADDITION TO EXPERT INSTRUCTION IN ENDOSCOPIC BRAIN SURGERY, THE COURSE INCLUDED AN INTERACTIVE CADAVERIC DISSECTION WITH REAL-TIME AI STATISTICS AND PRE- AND POST-COURSE FEEDBACK THROUGH SDSC'S SURGICAL VIDEO PLATFORM (SVP). OUR AI/ML TEAM HAS GROWN - OUR HEAD OF AI/ML SUPERVISES THREE ML ENGINEERS, A SURGICAL ADVISER, AND NINE ENTHUSIASTIC VOLUNTEERS WHO ARE SURGEONS, RESIDENTS, AND MEDICAL STUDENTS.
IRS990/ProgSrvcAccomActy2Grp/ExpenseAmt01283019
IRS990/ProgSrvcAccomActy3Grp/Desc0EDUCATION: WE ATTENDED 19 SURGICAL CONFERENCES IN 2024, BUILDING A COMMUNITY OF EXCELLENCE WITH MEDICAL RESEARCHERS AND DEMONSTRATING COMMITMENT AND ENGAGEMENT IN THE EVER-EVOLVING CONVERSATION AROUND AI/ML APPLICATIONS IN SURGERY. WE POSTPONED HOSTING THE SECOND ITERATION OF OUR CONFERENCE UNTIL EARLY 2025, BUT SPONSORSHIP ACTIVITY HAS ALREADY BEEN VERY ENTHUSIASTIC, INCLUDING BY MEDTRONIC AND THE AMERICAN ASSOCIATION OF NEUROLOGICAL SURGEONS (AANS). WE HIGHLIGHT OUR RESEARCH AND EDUCATIONAL THOUGHT LEADERSHIP THROUGH OUR BLOG, WWW.SURGICALVIDEO.IO/BLOG. IN 2024 WE WROTE SIXTEEN ARTICLES, COLLECTIVELY VIEWED THOUSANDS OF TIMES BY A A GLOBAL AUDIENCE OF CLINICIANS, STUDENTS, RESIDENTS, AND RESEARCHERS.
IRS990/ProgSrvcAccomActy3Grp/ExpenseAmt0135138
IRS990/ProgSrvcAccomActyOtherGrp/Desc0PATIENT SAFETY ORGANIZATION: GIVEN THE VOLUME OF WORK TO DO IN OTHER PROGRAMS, THIS PROGRAM WAS DE-PRIORITIZED IN 2024. WE STILL EXPECT TO PURSUE IT IN THE FUTURE, ONCE PROPER CERTIFICATIONS ARE IN PLACE. WE ENGAGED THE TOP ATTORNEY IN THE NATION ON THE FORMATION AND MAINTENANCE OF PSOS TO GUIDE THIS PROCESS FOR US AT THE APPROPRIATE TIME.
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IRS990ScheduleA/HospitalNameAndAddressGrp/CityNm0SAN FRANCISCO
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IRS990ScheduleA/HospitalNameAndAddressGrp/CityNm4ANN ARBOR
IRS990ScheduleA/HospitalNameAndAddressGrp/CityNm5ROCHESTER
IRS990ScheduleA/HospitalNameAndAddressGrp/CityNm6FAIRFAX
IRS990ScheduleA/HospitalNameAndAddressGrp/CityNm7RICHMOND
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IRS990ScheduleA/HospitalNameAndAddressGrp/StateAbbreviationCd4MI
IRS990ScheduleA/HospitalNameAndAddressGrp/StateAbbreviationCd5MN
IRS990ScheduleA/HospitalNameAndAddressGrp/StateAbbreviationCd6VA
IRS990ScheduleA/HospitalNameAndAddressGrp/StateAbbreviationCd7VA
IRS990ScheduleA/HospitalNameAndAddressGrp/SupportedOrganizationName/BusinessNameLine1Txt0UNIVERSITY OF CALIFORNIA SAN FRANCISCO
IRS990ScheduleA/HospitalNameAndAddressGrp/SupportedOrganizationName/BusinessNameLine1Txt1UNIVERSITY OF OKLAHOMA MEDICAL CENTER
IRS990ScheduleA/HospitalNameAndAddressGrp/SupportedOrganizationName/BusinessNameLine1Txt2STANFORD HEALTH CARE
IRS990ScheduleA/HospitalNameAndAddressGrp/SupportedOrganizationName/BusinessNameLine1Txt3GW UNIVERSITY HOSPITAL AND MED SCHOOL
IRS990ScheduleA/HospitalNameAndAddressGrp/SupportedOrganizationName/BusinessNameLine1Txt4UNIVERSITY OF MICHIGAN MED SCHOOL (ALL-SAFE PROJECT)
IRS990ScheduleA/HospitalNameAndAddressGrp/SupportedOrganizationName/BusinessNameLine1Txt5MAYO CLINIC
IRS990ScheduleA/HospitalNameAndAddressGrp/SupportedOrganizationName/BusinessNameLine1Txt6NEUROKIDS
IRS990ScheduleA/HospitalNameAndAddressGrp/SupportedOrganizationName/BusinessNameLine1Txt7VIRGINIA COMMONWEALTH UNIVERSITY MEDICAL SCHOOL
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IRS990ScheduleB/ContributorInformationGrp/ContributorUSAddress/AddressLine20RESTRICTED
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IRS990ScheduleF/AccountActivitiesOutsideUSGrp/RegionTxt0MIDDLE EAST AND NORTH AFRICA
IRS990ScheduleF/AccountActivitiesOutsideUSGrp/RegionTxt1EUROPE (INCLUDING ICELAND & GREENLAND)
IRS990ScheduleF/AccountActivitiesOutsideUSGrp/RegionTxt2EUROPE (INCLUDING ICELAND & GREENLAND)
IRS990ScheduleF/AccountActivitiesOutsideUSGrp/RegionTxt3EUROPE (INCLUDING ICELAND & GREENLAND)
IRS990ScheduleF/AccountActivitiesOutsideUSGrp/TypeOfActivitiesConductedTxt0PRODUCT DEVELOPMENT
IRS990ScheduleF/AccountActivitiesOutsideUSGrp/TypeOfActivitiesConductedTxt1SCIENCE WRITING CONSULTANT
IRS990ScheduleF/AccountActivitiesOutsideUSGrp/TypeOfActivitiesConductedTxt2AI DATA DEVELOPMENT PLATFORM
IRS990ScheduleF/AccountActivitiesOutsideUSGrp/TypeOfActivitiesConductedTxt3DATA LABELING/INNOVATION
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IRS990ScheduleF/InterestInForeignTrustInd00
IRS990ScheduleF/PassiveForeignInvestmestCoInd00
IRS990ScheduleF/SubtotalEmployeesCnt02
IRS990ScheduleF/SubtotalOfficesCnt00
IRS990ScheduleF/SubtotalSpentAmt0188320
IRS990ScheduleF/SupplementalInformationDetail/ExplanationTxt0FORM 926 IS NOT REQUIRED TO BE FILED BECAUSE THE TRANSFER TO A FOREIGN CORPORATION DOES NOT MEET THE REPORTING REQUIREMENTS IN IRC 6038(A)(1)(A).
IRS990ScheduleF/SupplementalInformationDetail/FormAndLineReferenceDesc0PART IV, LINE 1
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IRS990ScheduleG/FundraiserActivityInfoGrp/ActivityTxt0DONOR TARGETING/PROPECTING DATABASE
IRS990ScheduleG/FundraiserActivityInfoGrp/ActivityTxt1GRANT WRITING
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IRS990ScheduleG/FundraiserActivityInfoGrp/OrganizationBusinessName/BusinessNameLine1Txt0BOARDEX LLC DBA RELATIONSHIP SCIENCE
IRS990ScheduleG/FundraiserActivityInfoGrp/OrganizationBusinessName/BusinessNameLine1Txt1KERIN K HIGA PHD
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IRS990ScheduleG/FundraiserActivityInfoGrp/USAddress/AddressLine1Txt01270 AVENUE OF THE AMERICAS
IRS990ScheduleG/FundraiserActivityInfoGrp/USAddress/AddressLine1Txt115504 S SAINT ANDREWS PLACE
IRS990ScheduleG/FundraiserActivityInfoGrp/USAddress/CityNm0NEW YORK
IRS990ScheduleG/FundraiserActivityInfoGrp/USAddress/CityNm1GARDENA
IRS990ScheduleG/FundraiserActivityInfoGrp/USAddress/StateAbbreviationCd0NY
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IRS990ScheduleJ/RltdOrgOfficerTrstKeyEmplGrp/BonusFilingOrganizationAmount20

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