The Tech / Emerging tech / Artificial Intelligence / Automated Decision-making Systems (ADS)

Automated Decision-making Systems (ADS)

"Automated decision systems (ADS) gather and evaluate information about a situation, determine the need for a decision, identify or develop relevant alternative courses of action, select an action, and then apply the action as a solution." - Luanne Burns Chamberlain, Lauren Eisenberg Davis, Martin Stanley, & BrianGattoni in "Automated Decision Systems for Cybersecurity and Infrastructure Security"

Automated Decisionmaking Systems and other AI go so far as to make decisions at scale. These systems can have deep impacts on communities. For example, ""Computer algorithms have made eligibility decisions about almost all of the 92 million low-income people in the United States when they enroll in programs such as Medicaid, Medicare, and SNAP." - AI and Government Workers: Use Cases in Public Administration. By Samantha Shorey for the Roosevelt Institute (2025)"

Showing 8 of 8 items
The Inscrutable Code? The Deficient Scrutiny Problem of Automated Government
papers.ssrn.com/sol3/papers.cfm?abstract_id=5028040

The Inscrutable Code? The Deficient Scrutiny Problem of Automated Government

This paper argues that automated decision-making in UK public administration lacks adequate scrutiny, and proposes regulatory safeguards through mandatory pre-deployment impact assessments and algorit...

Oxford, UK
since 2024
Automated Decision-making Systems (ADS), Govtech, Evaluate impact
Algorithmic Transparency Recording Standard Hub
gov.uk/government/collections/algorithmic-transparency-recording-standard-hub

Algorithmic Transparency Recording Standard Hub

The Algorithmic Transparency Recording Standard (ATRS) establishes a standardised way for public sector organisations to publish information about how and why they are using algorithmic tools.

United Kingdom of Great Britain and Northern Ireland 🇬🇧
since 2023
Registers of government AI, Govtech, Government transparency
Suspicion Machines
lighthousereports.com/investigation/suspicion-machines

Suspicion Machines

Lighthouse Reports series reveals discrimination in welfare surveillance algorithms

Utrecht
since 2023
AI Auditing, Access social benefits, Govtech
AI and Government Workers: Use Cases in Public Administration
rooseveltinstitute.org/publications/ai-and-government-workers/?utm_source=Roosevelt+Institute&utm_campaign=91385eeb44-Rundown_2025_07_18&utm_medium=email&utm_term=0_-205acaa0f3-530350712&utm_source=Burnes+Center+List&utm_campaign=679690b19a-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_8331c04252-44815c7f8e-683651584#h4.2.1

AI and Government Workers: Use Cases in Public Administration

This report scans the landscape of AI use in the public sector at the state and local level, evaluating its benefits and harms through the examples of chatbots and automated tools that transcribe audi...

since 2025
Artificial Intelligence, Govtech, Bureaucracy tech
reports, labor
Automating Public Services: Learning from Cancelled Systems
datajusticelab.org/projects/automating-public-services-learning-from-cancelled-systems

Automating Public Services: Learning from Cancelled Systems

The project Automating Public Services: Learning from Cancelled Systems investigates why government departments and agencies in different countries are deciding to pause or cancel their use of algorit...

Cardiff University, Cardiff, Wales, UK
since 2022
Govtech, Procurement, Artificial Intelligence
reports
Responsible Use of Decision-Making Algorithms in the Public Sector: a Case Study Approach
soizicpenicaud.github.io/casestudy-syllabus

Responsible Use of Decision-Making Algorithms in the Public Sector: a Case Study Approach

Course designed and taught by Soizic Pénicaud at Sciences Po Paris’ Graduate School of Public Affairs in September-December 2021, 2022, 2023, 2024.

Paris
since 2021
Artificial Intelligence, Automated Decision-making Systems (ADS), Courses
Inescapable AI
techtonicjustice.org/reports/inescapable-ai

Inescapable AI

Employing a broad definition of AI, this report represents the first known effort to comprehensively explain and quantify the reach of AI-based decision-making among low-income people in the United St...

Los Angeles, CA
Artificial Intelligence, Automated Decision-making Systems (ADS), Advocacy tech
reports, Reduced inequalities, Good health and well-being
2022 Inventory of Washington State Automated Decision-making Systems
view.officeapps.live.com/op/view.aspx?src=https%3A%2F%2Fwatech.wa.gov%2Fsites%2Fdefault%2Ffiles%2F2023-12%2FADS%25202022%2520Inventory%2520for%2520Posting.xlsx&wdOrigin=BROWSELINK

2022 Inventory of Washington State Automated Decision-making Systems

30 ADS govtech applications in Washington state

Washington state
since 2022
Automated Decision-making Systems (ADS), Govtech, Bureaucracy tech
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