Portfolio — Hoplight

The gallery

Most of it, you can just open.

Live applications and interactive analyses, running in a browser, with no sales call in between. The gallery is the working set, so it changes when the work changes and not when this page gets rebuilt.

Open the gallery →

Client engagements

And some of it, you can't.

These run inside client organizations, on their data, so there is no link to hand you. Here is what each one does and who it serves.

Change Agent

What it doesA persuasion assistant rebuilt with a values-aligned system prompt. Refuses anti-worker requests and redirects to worker power.

Who it servesUnions and organizers.

Agent-operated systems

What it doesSystems that run operational workflows autonomously, then monitor their own outputs. Agents handle the patterned 80%, people keep the judgment calls.

Who it servesOrganizations with high-volume, repeating operational work.

AI brand voice for regulated commerce

What it doesA brand-voice system for a women-owned, queer-led distillery selling a federally regulated product on a hostile ad platform. Compliant, converting, human-sounding copy at 4x return on ad spend.

Who it servesConsumer brands navigating platform restrictions and compliance requirements.

Labor AI intelligence product

What it doesReframes the week's AI developments for political and policy staff at one of the largest labor organizations in the US. Built for people who negotiate contracts, run campaigns, and advise elected officials.