Products7 min read
Real people should never be the testing ground
CallCraft is a simulated voice-practice space for crisis-support conversations, built so trainees get their reps before anyone in crisis depends on them.
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Safe AI field notes and product essays
Seven connected articles on harm-aware AI, social-sector workflows, and software assets available for acquisition.
Essays5 min read
Could This Harm Someone? A Build Checklist for High-Stakes AI
I build AI for people in crisis. This is the first question I ask, and the five practices that turn it into gates that can actually kill a feature.
Read article →Products7 min read
An AI answer can sound right and still be dangerous
EchoCheck is a workbench for judging AI responses in survivor-serving contexts, built for reviewers who need more than a 'looks good' to go on.
Read article →Products7 min read
Protective order software should fail closed
Protectly is a Texas protective order drafter built so that safety beats speed and privacy beats convenience, every time the two are in tension.
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Policy Work Needs a Better Operating Surface
Texas Legislature Tracker pulls bills, districts, legislators, committees, and advocacy drafting into one place, so a small team can get from information to action without stitching five systems together by hand.
Read article →Essays5 min read
The 7% Problem: Why Nonprofit AI Stalls at "Faster Drafts"
92% of nonprofits use AI. Only 7% got more capable. The gap is not a tools problem, it is a workflow problem, and it is the most important number in the sector.
Read article →Essays4 min read
The Anthropologist's Advantage in Social-Sector AI
Most software for vulnerable people is built by teams who never sat with them. Fieldwork-first design is a real advantage and a real form of risk reduction.
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