AI Advisor
AI-assisted municipal briefing that respects public process.
The AI Advisor is designed to help government teams interpret structured public input, not to replace human judgment.
Structured decision support
The AI Advisor summarizes public input into readable insights, surfacing the strongest arguments, tensions, and emerging consensus.
Signal quality checks
Participation breadth, coherence, and balance are monitored so staff understand how reliable the current read is.
Issue-by-issue clarity
Each issue gets a concise briefing that links back to the underlying record for verification and review.
Human review remains central
The advisor never makes policy decisions. It supports staff interpretation and leaves final judgment to public officials.
Built for public process
Because ForoCivic structures conversation first, the advisor can interpret input in a way that is more explainable to residents.
How it works
Structured input first, analysis second.
ForoCivic organizes public input through clear issue framing, pro/con reasoning, surveys, and official responses before analysis begins.
That structure gives the AI Advisor a cleaner, more interpretable signal. The advisor is not a chat bot or open-ended assistant. It is a briefing tool that summarizes the structured record and points staff to the underlying data for validation.
What it analyzes
The parts of the record that matter most.
The advisor focuses on clarity, balance, and the reasons behind public positions.
- Argument themes, strongest motivations, and counterpoints
- Support versus opposition balance after structured weighting
- Participation health, diversity, and momentum shifts
- Recurring concerns, risks, and policy tradeoffs
- Signals that indicate when more outreach is needed
Human review
AI outputs are decision-support tools only. Municipal leaders and staff retain full responsibility for interpretation, policy decisions, and public communication.