Campaign AI Frameworks
Most campaign AI conversations focus on individual tools: which model writes copy, which platform generates ads, which chatbot can summarize research. Those questions matter, but they are not enough.
The next challenge is operational: how campaigns organize knowledge, tasks, human review, approvals, and decisions around AI.
The Campaign AI Operating System
A five-layer framework for moving campaigns from scattered AI experiments to human-reviewed workflows: trusted knowledge, defined tasks, human review, decision rights, and a staff-facing interface.
Campaign AI Readiness Scorecard
A practical 10-category self-assessment for campaigns, firms, and progressive organizations evaluating whether they are ready to use AI responsibly and effectively.
Model AI Use Policy
A practical policy template for Democratic campaigns and political firms that need clear rules around AI use, human review, public-facing content, sensitive data, and compliance escalation.
Democratic Campaign AI Adoption Brief
An ongoing brief for campaign managers, executive directors, and firm partners on what is actually working — and what is not — when political organizations adopt AI.