Description
Delibora provides a unique multi-agent AI discussion platform that enables users to run structured AI debates, pitch reviews, focus groups, audience simulations, and idea tournaments. The platform is designed to stress-test ideas and decisions by simulating conversations between multiple AI participants, each with its own brief and private context. Unlike asking a single model, Delibora stages a structured conversation where a protocol dictates turn order, ensuring a dynamic and diverse exchange of perspectives.
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Users can choose different AI models for each participant from a curated catalog of major providers, including Anthropic, OpenAI, Google Gemini, Perplexity, and Meta, among others. This flexibility allows for varied viewpoints and more robust discussions. Every turn in a discussion is persisted, meaning users can close a tab and return later to find the run exactly where they left it. Users can also queue their own turns to steer the discussion without restarting it.
The platform offers twelve distinct discussion formats, grouped by their purpose: evaluate and choose, explore perspectives, and understand audiences. Formats like "Decision stress-test" pit two opposing agents against each other to challenge assumptions, while "Judged debate" involves two debaters and a neutral arbiter to score arguments. "Team Battle" allows two saved teams to defend opposing positions, and "Shark Tank" simulates a pitch review with independent scoring from a panel of "Sharks."
For exploring perspectives, "Expert panel" gathers insights from specialists without a verdict, and "1:1 Human Dialogue" simulates private chats between two AI personalities. To understand audiences, "Focus Group" runs moderated sessions with generated findings and quotes, "TribeMind" simulates opinion movement within a synthetic audience, and "Reach Test" screens campaign messages on a synthetic crowd. "Interview Simulator" allows users to test interview guides against simulated participants.
Delibora also features "MultiFormat," which enables chaining two to five discussion formats into a single workflow. The result of one step becomes the brief for the next, with checks that can route the outcome or pause for user review. This allows for complex, multi-stage evaluations of ideas and decisions. The platform provides inspectable transcripts and comprehensive reports for every run, detailing what was decided, contested, and the reasoning behind conclusions. It emphasizes that its simulated participants are not real people and results are directional, making it ideal for rehearsal and surfacing objections before committing real resources.
- CategoryAutomation & Agents
- Pricing ModelFree (Beta)
- DeploymentCloud
- PlatformsWeb
Delibora's Core Features
Multi-Agent AI Discussion Platform
Structured AI Debates and Simulations
Inspectable Transcripts and Reports
Configurable AI Participants with Separate Briefs
Curated Catalog of Major AI Models (Anthropic, OpenAI, Google Gemini, etc.)
Twelve Discussion Formats (e.g., Decision Stress-Test, Judged Debate, Focus Group)
MultiFormat Workflow for Chaining Discussions
Persistent Turn-by-Turn Conversation Logging
User Intervention to Steer Discussions
Decision Stress-Test for Challenging Assumptions
Judged Debate with Neutral Arbiter Scoring
Team Battle with Five-Dimension Scorecard
Shark Tank Pitch Review with Cited Scorecard
Idea Tournament for Ranking Concepts with Kill Cards
Focus Group Simulation for Audience Insights
How to use Delibora?
Select Format: Choose from twelve structured discussion formats like Decision Stress-Test or Focus Group.
Configure Participants: Assign different AI models and provide individual briefs for each participant.
Define Protocol: Set the turn order and rules for the AI discussion.
Run Simulation: Initiate the multi-agent discussion to stress-test ideas or gather insights.
Inspect Transcript: Review the turn-by-turn conversation as it happened.
Analyze Report: Examine the generated report for decisions, contested points, and recommendations.
Chain Workflows: Connect multiple discussion formats using MultiFormat for complex evaluations.
Delibora's Use Cases
- Decision Stress-Testing
- Pitch Review Simulation
- Audience Reaction Simulation
- Idea Tournament
- Expert Panel Insights
- Team Battle Strategy
- Interview Guide Testing
- Workflow Chaining






