Overview
Frontline support when an algorithm causes real harm
The Response Network is a coalition of technologists, legal advocates, and community organizers who step in when an automated system denies benefits, flags a family incorrectly, or removes someone from a service without recourse.
We help advocates document the harm, decode the system behind it, and connect with the right partners to challenge it.
Key Benefits
Why the Network matters
Rapid triage
A 48-hour intake window so urgent harms don't wait on bureaucratic timelines.
Evidence that travels
Documentation formatted for journalists, litigators, and oversight bodies from day one.
Coalition-first
Direct introductions to legal partners and peer organizations already working the issue.
What to Expect
After you submit an aid request
- 1
Confidential intake review
A response coordinator reads your submission and clarifies scope within 48 hours.
- 2
Technical + advocacy assessment
We pair the case with the right experts — engineering, legal, or organizing — based on the harm.
- 3
Action plan and partners
You receive a written plan with documentation templates and warm introductions to coalition partners.
How we help
Rapid-Response Support
Direct triage for community groups facing an active algorithmic harm — benefit denials, wrongful flags, or opaque agency automation.
Impact Documentation
Structured intake templates that help advocates capture evidence in a format usable by journalists, litigators, and oversight bodies.
Technical Assistance
Expert review of algorithmic systems, model cards, and agency documentation to support appeals and public records requests.
Coalition Building
Warm introductions to legal partners, academic researchers, and peer community organizations working on the same issue.
Facing an algorithmic harm right now?
Submit an intake and our response team will reach out within 48 hours.