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H.R. 9566
U.S. House•In House Committee
Summary
H.R. 9566, to establish a pilot program for use by U.S. Customs and Border Protection at land ports of entry along the Arizona border to assess the use of artificial intelligence through an anomaly detection algorithm, and for other purposes, was introduced in the House on Jun 30, 2026 by Rep. David Schweikert (R). It was referred to Subcommittee on Border Security and Enforcement, and last saw action on Jul 7, 2026: Referred to the Subcommittee on Border Security and Enforcement.
Record
Text
H.R. 9566 has no co-sponsors and has not gone to a roll call.
hb9566/introduced-in-house.txt119 HR 9566 IH: To establish a pilot program for use by U.S. Customs and Border Protection at land ports of entry along the Arizona border to assess the use of artificial intelligence through an anomaly detection algorithm, and for other purposes.U.S. House of Representatives2026-06-30text/xmlENPursuant to Title 17 Section 105 of the United States Code, this file is not subject to copyright protection and is in the public domain.I 119th CONGRESS 2d Session H. R. 9566 IN THE HOUSE OF REPRESENTATIVES June 30, 2026 Mr. Schweikert introduced the following bill; which was referred to the Committee on Homeland Security A BILLTo establish a pilot program for use by U.S. Customs and Border Protection at land ports of entry along the Arizona border to assess the use of artificial intelligence through an anomaly detection algorithm, and for other purposes.1.Pilot program for use by CBP at land ports of entry along the Arizona border of artificial intelligence through an anomaly detection algorithm(a)In generalNot later than two years after the date of the enactment of this Act, the Commissioner of U.S. Customs Border Protection (CBP) shall implement a pilot program to implement an anomaly detection algorithm that uses artificial intelligence to improve the screening, efficiency, inspection, and interdiction of illicit drugs and contraband at land ports of entry along the Arizona border. The anomaly detection algorithm shall be tested and assessed for the purpose of assisting CBP officers in such screening, inspection, and interdiction for such illicit drugs and contraband.(b)AssessmentAfter implementing the pilot program under subsection (a), the Commissioner of CBP shall test and collect data regarding the anomaly detection algorithm’s ability to—(1)assist with inefficiencies and understaffing of CBP officers;(2)improve thoroughness of inspections;(3)improve accuracy of illicit drug and contraband detection;(4)improve efficiency and processing times;(5)improve intelligence efforts; and(6)strengthen border security by combating trafficking of illicit drugs and contraband.(c)Cybersecurity managementThe Secretary of Homeland Security shall ensure the use of anomaly detection algorithm under this section—(1)satisfies all Department of Homeland Security cybersecurity requirements; and(2)is subject to rigorous and ongoing cyber risk management.(d)CoordinationThe Commissioner of CBP may work with the Secretary of Homeland Security, the Director of the Cybersecurity and Infrastructure Security Agency, or the head of any other Federal Government department or agency in the development, testing, and implementation of the anomaly detection algorithm.(e)Private sector involvementThe Commissioner of CBP may solicit input and assistance from representatives of the private sector regarding the implementation of the pilot program under this section.(f)TerminationThe pilot program under this section shall terminate on the date that is two years after the date of the enactment of this Act.(g)Reports(1)Progress reportsNot later than 180 days after the implementation of the pilot program under this section and biannually thereafter until the termination of such pilot program, the Commissioner of CBP shall submit to Congress a report that includes, as practicable, the following:(A)Quantifiable metrics for the following:(i)The data collected in subsection (b).(ii)The probability of accurate detection and false alarm rate of the anomaly detection algorithm.(iii)Operational costs of the anomaly detection algorithm.(iv)Estimated cost savings due to technological enhancements, if applicable from the anomaly detection algorithm.(B)Information relating to any successes or failures of such pilot program relating to the following:(i)Cybersecurity management under subsection (c).(ii)Coordination under subsection (d).(iii)Private sector involvement under subsection (e).(2)Final reportNot later than 60 days after the termination of the pilot program under this section, the Commissioner of CBP shall submit to Congress a final report that includes the quantifiable metrics described in paragraph (1)(A) and the information described in paragraph (1)(B), together with recommendations for expanding the use of the anomaly detection algorithm, considering cost effectiveness.(h)DefinitionsIn this section:(1)Anomaly detectionThe term anomaly detection means the process of identifying rare events or outliers that deviate significantly from the norm in a collection of data.(2)Artificial intelligenceThe term artificial intelligence has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 ( 15 U.S.C. 9401 ).
Tracker
The tracker indicates the progress of this legislation as it moves through the legislative process.
- Introduced2026-06-30
- Passed House
- Passed Senate
- Conference
- To President
- Became Law
To establish a pilot program for use by U.S. Customs and Border Protection at land ports of entry along the Arizona border to assess the use of artificial intelligence through an anomaly detection algorithm, and for other purposes.
Sponsors
Rep. David Schweikert (R) sponsors H.R. 9566 alone.
Committees
H.R. 9566 went before 2 committees: Border Security and Enforcement Subcommittee and Homeland Security.

Actions
H.R. 9566 has taken 3 actions since Jun 30, 2026, the latest on Jul 7, 2026.
| Chamber | Action | |||
|---|---|---|---|---|
Jul 7, 2026 | House | Referred to the Subcommittee on Border Security and Enforcement.Border Security and Enforcement Subcommittee | ||
Jun 30, 2026 | House | Introduced in House | ||
Jun 30, 2026 | House | Referred to the House Committee on Homeland Security.Homeland Security Committee |
Votes
H.R. 9566 has not gone to a roll call.
Titles
H.R. 9566 goes by 2 titles.
- To establish a pilot program for use by U.S. Customs and Border Protection at land ports of entry along the Arizona border to assess the use of artificial intelligence through an anomaly detection algorithm, and for other purposes. — Official Title as Introduced
- To establish a pilot program for use by U.S. Customs and Border Protection at land ports of entry along the Arizona border to assess the use of artificial intelligence through an anomaly detection algorithm, and for other purposes. — Display Title
Lobbying
1 client hired 1 firm and 7 registered lobbyists who named H.R. 9566 in 1 quarterly filing, 2026. Reported under the Lobbying Disclosure Act; a filing’s income covers everything its registrant worked that quarter, so the amounts below are the filings’, not this bill’s.
Filed under Budget/Appropriations, Government Issues, Health Issues, Labor Issues/Antitrust/Workplace.
Clients
Who paid to be heard, by how many filings named the bill.
| Client | Business | State | Firms | Filings | Reported |
|---|---|---|---|---|---|
| NATIONAL TREASURY EMPLOYEES UNION | — | District of Columbia | 1 | 1 | — |
Firms
Registrants who filed on the bill, by filings.
| Registrant | Clients | Filings | Reported |
|---|---|---|---|
| NATIONAL TREASURY EMPLOYEES UNION | 1 | 1 | — |
Lobbyists
Named on the filings that cite the bill.
| Lobbyist | Firms | Clients | Filings |
|---|---|---|---|
| COLLEEN COSTELLO | 1 | 1 | 1 |
| JENNIFER TYREE | 1 | 1 | 1 |
| JOSH NASSAR | 1 | 1 | 1 |
| KATHERINE SYBENGA | 1 | 1 | 1 |
| MARAM ABDELHAMID | 1 | 1 | 1 |
| MATTHEW SOCKNAT | 1 | 1 | 1 |
| MATTHEW SOWARDS | 1 | 1 | 1 |
Filings
The documents themselves, on the Senate’s Lobbying Disclosure site, largest reported first.
| Client | Registrant | Period | Reported | Document |
|---|---|---|---|---|
| NATIONAL TREASURY EMPLOYEES UNION | NATIONAL TREASURY EMPLOYEES UNION | 2026 second_quarter | $340K | 2nd Quarter - Report |
Classification
The Congressional Research Service files H.R. 9566 under Immigration, one of its 31 policy areas.
CRS Subjects
CRS assigns every bill one policy area from its 31; H.R. 9566’s is Immigration.
hr9566/policy-areas.txtConstitutional authority
The clause the sponsor cites as Congress’s power to enact H.R. 9566, as entered in the Congressional Record.
[Congressional Record Volume 172, Number 109 (Tuesday, June 30, 2026)][House]From the Congressional Record Online through the Government Publishing Office [www.gpo.gov]By Mr. SCHWEIKERT:H.R. 9566.Congress has the power to enact this legislation pursuantto the following:Article I, Section 8[Page H4365]
Source: congress.gov · legiscan.com