Joël McClurg

AI Resident

Joël McClurg is a seasoned government relations strategist with close to 20 years expertise in SNAP administration and safety net innovation. As the former SNAP Compliance Officer for Colorado's Department of Human Services, he managed regulatory compliance, overseeing all 64 counties' adherence to federal guidelines while serving as the primary liaison to USDA's Food and Nutrition Administration. His pioneering work includes designing CO-FARM, an AI-integrated strategic planning tool for local food systems, positioning him as a national thought leader in emerging technology applications in non-profit settings, supplemented by executive education in AI business strategy from MIT Sloan. With extensive experience navigating complex federal-state regulatory environments, he combines technical policy expertise with practical implementation experience.

Articles by Joël McClurg

An older woman smiles while holding a basket of groceries against a green background
SNAP

Who is exempt from CalFresh (SNAP) work requirements in California?

August 24th, 2026
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A family embraces one another against a blue background
SNAP

Who is exempt from SNAP work requirements in Florida?

October 7th, 2026
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Manila envelope holding SNAP documents for recertification
SNAP

Alabama SNAP recertification guide 2026

September 24th, 2026
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A folder of files relating to SNAP recertification against a blue background
SNAP

Guía de Recertificación de SNAP en Illinois 2026

July 27th, 2026
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Manila folder with documents for SNAP recertification against a blue background.
SNAP

Guía de recertificación de SNAP en Utah 2026

August 3rd, 2026
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Stylized illustration of the Propel logo, a circular logo with a leaf on top, resembling a fruit, placed against a colored background with a black line curving through.

Using AI tools to help SNAP recipients navigate simplified reporting and reduce state error rates

November 24th, 2025
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Manila folder with documents for SNAP recertification against a blue background.
SNAP

Utah SNAP Recertification Guide 2026

July 30th, 2026
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Image of a blank SNAP recertification checklist against a purple background
SNAP

Guía de recertificación de SNAP en Kansas 2026

September 25th, 2026
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A manila folder for SNAP renewal documents against a blue background
SNAP

Guía de recertificación de SNAP en Georgia 2026

August 18th, 2026
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A manila folder for SNAP renewal documents against a blue background
SNAP

Georgia SNAP Recertification Guide 2026

August 17th, 2026
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Checklist for renewing SNAP benefits in Pennsylvania against a purple background.
SNAP

Guía de recertificación de SNAP en Pennsylvania 2026

August 13th, 2026
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Checklist for renewing SNAP benefits in Pennsylvania against a purple background.
SNAP

Pennsylvania SNAP Recertification Guide 2026

August 12th, 2026
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A SNAP recertification checklist on a clipboard against a purple background
SNAP

Guía de recertificación de SNAP en Arkansas 2026

September 25th, 2026
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A checklist for SNAP recertification against a purple background
SNAP

Guía de Recertificación de SNAP en Massachusetts 2026

July 28th, 2026
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A SNAP recertification checklist on a clipboard against a purple background
SNAP

Arkansas SNAP recertification guide 2026

September 25th, 2026
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A checklist for SNAP recertification against a purple background
SNAP

Massachusetts SNAP Recertification Guide 2026

July 27th, 2026
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Image of a blank SNAP recertification checklist against a purple background
SNAP

Kansas SNAP recertification guide

September 25th, 2026
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Manila envelope holding SNAP documents for recertification
SNAP

Guía de recertificación de SNAP en Alabama 2026

September 25th, 2026
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An older woman smiles while holding a basket of groceries against a green background
SNAP

¿Quién está exento de los requisitos de trabajo de SNAP (CalFresh) en California?

August 24th, 2026
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A folder of files relating to SNAP recertification against a blue background
SNAP

Illinois SNAP Recertification Guide 2026

July 27th, 2026
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Stylized illustration of the Propel logo, a circular logo with a leaf on top, resembling a fruit, placed against a colored background with a black line curving through.
Article

A bridge to restoring benefits

July 7th, 2026
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A family embraces one another against a blue background
SNAP

¿Quién está exento de los requisitos de trabajo de SNAP en Florida?

October 7th, 2026
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Stylized illustration of the Propel logo, a circular logo with a leaf on top, resembling a fruit, placed against a colored background with a black line curving through.
Article

Voice by default: Using AI to navigate the safety net

May 13th, 2026
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