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Use AI to redesign work and right-size procedure

Remove inherited process, reporting, approval, and compliance burdens as services, roles, and controls are redesigned, instead of using new tools to accelerate old routines.

Change the work, not just the tool.

An AI tool can make a task faster without making a service better. If staff still chase the same documents, move information between disconnected systems, or wait for the same approvals, the bottleneck may simply move. The larger opportunity is to ask which work is necessary, who should do it, and what a good outcome requires.

Right-sizing procedure does not mean abandoning public protections. It means distinguishing a legal obligation from the inherited routine used to meet it, then designing a less burdensome way to achieve the underlying purpose. Frontline staff, program leaders, lawyers, technologists, and the people using a service need to make those choices together.

Remove the burden. Redesign the service.

  1. 01

    Start with the burden, not the AI use case

    Map a real service from the resident’s need to its resolution. Identify repeated information requests, handoffs, reports, and approvals; distinguish what can be removed now from what needs a policy change. Make simplification a funded part of modernization.

  2. 02

    Redesign and test the whole workflow

    Give a multidisciplinary team authority to change roles, procedures, and tools together. Compare AI-assisted work with a simpler non-AI approach, and measure total time to resolution, staff effort, errors, and resident experience, including work pushed downstream.

  3. 03

    Make protection part of how the service works

    Build appropriate human judgment, accessible alternatives, privacy safeguards, and ways to correct mistakes into the workflow. Test with affected staff and residents, monitor performance after launch, and stop or change tools that do not improve outcomes.

Work already in motion

This is a curated view of active work that advances the priority, not a claim that every organization shown has endorsed the full Agenda.

01

Research and policy development

Using AI to find reporting requirements worth retiring

Stanford RegLab is working with New York, California, and Maryland to inventory reporting requirements and examine what agencies produce, what it costs, and whether it is useful. The work uses AI to make accumulated procedure visible so officials can decide what to simplify or remove.

A cross-state effort to examine the work required, not just automate report writing

Right-sized procedure
02

Piloting and evaluation

Open-source AI tools built around caseworker workflows

Nava Labs has released its Caseworker Empowerment Toolkit after testing benefit-navigation tools with government and community partners. Its tools support policy lookup, referrals, document processing, and form filling, with caseworkers reviewing information before acting. Public code and documentation give other teams a starting point for adaptation.

Toolkit released in April 2026, with public demos, code, and pilot results

Right-sized procedurePurpose-fit digital infrastructure
03

Piloting and evaluation

A human-reviewed AI translation workflow for public benefits

U.S. Digital Response and Arizona’s Department of Economic Security co-designed an AI-assisted translation workflow using staff input, resident research, a SNAP glossary, reusable prompts, and evaluation. The pilot combines automation with human review and prepares the agency to maintain the approach itself.

A SNAP translation pilot that pairs reusable tools with staff review

Right-sized procedureWorkforce
04

In development

Making benefit notices easier to produce and understand

Public Policy Lab is developing AI-assisted SNAP notices with New Mexico and Oregon, supported by Center for Civic Futures’ Public Benefit Innovation Fund. The project targets the manual work of updating program notices, with clearer, more actionable communications as the intended result.

Two-year development award announced in December 2025

Right-sized procedure
05

Research and policy development

Redesigning permitting work alongside new technology

The Federation of American Scientists is translating permitting practitioners’ experience into proposals for stronger interdisciplinary teams and better workflows. Its 2026 Permitting Corps proposal connects digital and AI skills with project management and scientific expertise, and calls for sharing effective tools and processes across agencies.

An August 2026 proposal informed by permitting practitioners’ experience

Right-sized procedureWorkforce

Open opportunities

These are possible next moves, not promises. Each one names what it could unlock and what is still needed to move it forward.

Scoping

Build an open-source child welfare system states can reuse

Explore building a working Comprehensive Child Welfare Information System (CCWIS) with a state partner, using AI-assisted development and redesigning the practices and policies behind the software. Publish the code, architecture, and implementation playbook, then support a second state’s adoption so every state can build on the same foundation.

Bring together child welfare agencies, experienced delivery teams, federal partners, and funders to scope a first deployment, second-state adoption, and long-term stewardship. Explore this opportunity

Exploring

Build hands-on AI capacity inside congressional committees

Explore whether congressional committees could pair embedded technical practitioners with serious model access and wraparound support to expand committee capacity and give staff firsthand experience of what AI makes possible.

Bring together committee leaders, technical practitioners, and support organizations to design a first placement. Explore this opportunity

Exploring

Make privacy rules executable

Explore a privacy-as-code demonstration in a real government data-sharing workflow. Translate approved rules on authority, purpose, access, data minimization, and retention into testable controls, then publish a reusable reference implementation and evidence of how it works.

Find an agency data-sharing use case and bring together legal, privacy, program, engineering, and oversight expertise to design and test a first implementation. Explore this opportunity

See a gap or a way forward?

The Workbench will provide a way to suggest work, correct a description, or help shape an opportunity. Recoding America will keep the public view selective and coherent.

Help shape the Agenda