Public consultation deliberation simulator

Improve informed participation without predicting citizen preferences

Confirm the buyer's problem and scope, collect approved policy options and transparent scenario assumptions, then follow this sequence: 1. Create explorable option scenarios. 2. Show resource tradeoffs. 3. Record participant-chosen priorities. Resolve uncertain cases with qualified reviewers, approve facilitator-reviewed deliberation tool, and measure participant comprehension and useful deliberation outcomes per facilitation hour against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. Voluntary use; no voter targeting or automated policy decisions. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve official source versions, accessibility and audit records. Confirm agency-specific procurement, records and data handling requirements during discovery. Voluntary use; no voter targeting or automated policy decisions. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: Voluntary use; no voter targeting or automated policy decisions. Implement one approved input format, a bounded representative case set and the first two task modules: create explorable option scenarios; show resource tradeoffs. Support the third module with operator review: record participant-chosen priorities. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Official publications, agency document stores and approved service workflows. Learning portals, calendar scheduling and authorized session exports. Make recording, sharing and retention controls explicit in the product. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Scenario designer, Interactive replay, Evidence and debrief. Use a scenario catalog with clear goals and difficulty settings. The main session area supports text, optional voice and visible context. Follow it with a replay or decision map, annotated feedback and a next-practice plan. Facilitators can author scenarios and review participant-selected sessions. Make the task-specific outcome facilitator-reviewed deliberation tool visible beside its evidence, review state and value baseline.