See the Full Picture of Public Opinion
Feedback360 is a civic intelligence platform designed to bridge the gap between complex legislation and public understanding. Bills are often dense, technical, and difficult for most constituents to interpret in a meaningful way. Feedback360 uses AI to break legislation down line by line, translating legal and policy language into clear, accessible explanations that anyone can understand, regardless of education level or policy background.
Once legislation is broken down, Feedback360 enables constituents to provide direct feedback on each individual line item. This feedback is captured in free-text form and processed by an AI analysis layer that identifies sentiment, clusters similar responses, and extracts key themes and concerns. Instead of overwhelming representatives with thousands of disconnected opinions, the system organizes public input into structured, statistical insights that reflect the real distribution of community perspectives.
The platform also includes a real-time legislative impact analysis system that estimates cost changes, tax implications, and broader policy effects for each provision. As bills are amended or updated, Feedback360 automatically reprocesses the changes and updates both the explanations and constituent sentiment analysis, ensuring that representatives are always working with the most current information.
At its core, Feedback360 is built as a modular and secure system. Each major function—legislative parsing, impact analysis, feedback collection, AI clustering, analytics, and visualization—operates as an independent module that can scale or evolve without disrupting the rest of the platform. All data is encrypted in transit and at rest, and the system is designed to prioritize privacy by default, with aggregated outputs provided to representatives rather than raw individual responses.
Released under the AGPL-3.0+ license, Feedback360 is committed to open governance and transparency. Any deployed or modified version of the system must remain open and auditable, ensuring that civic technology built on the platform remains accountable to the public it serves.
- Feedback360 – A modular civic intelligence platform that uses AI to break down legislation into plain language, collect constituent feedback per line item, and generate secure, aggregated insights for transparent and informed decision-making.
The initial launch announcement for Feedback360 was made on March 3, 2026, on Substack, introducing the project as a civic intelligence platform focused on improving transparency between legislators and constituents. The announcement outlined the core vision of using AI to break down complex legislation into understandable components and gather structured public feedback on each line item. It marked the first public presentation of the concept, emphasizing modular design, data privacy, and the goal of turning constituent input into clear, actionable insights for policy decision-making.