We're building the future of AI-assisted decision making, where multiple expert models debate and critique each other to reach more accurate, well-reasoned conclusions.
Single AI models have biases and blind spots. They can confidently give wrong answers without realizing it. We believe the solution isn't a bigger model — it's structured debate.
Delibera brings MIT research on multiagent debate into production, enabling three expert AI models to challenge each other's reasoning, spot flaws, and reach consensus through structured deliberation. The result? Dramatically improved factual accuracy for the decisions that matter most.
Based on MIT GRU research demonstrating multiagent debate significantly improves factual accuracy
Expert models debate over multiple rounds, critiquing each other's reasoning
AI-powered synthesis detects agreement and delivers one clear, accurate answer
A sophisticated platform that orchestrates multiagent deliberation across 8 specialized councils
Business Strategy, Financial Analysis, Technical Architecture, Legal Review, Medical Consultation, Academic Research, Creative Writing, and Quick Decision councils.
Our system automatically discovers new models daily from provider APIs. GPT-5.2, Claude Opus 4.5, Gemini 3 Flash, and more — always up to date.
Continuously improves over time, learning which model combinations work best for different types of questions and domains.
SSO, SCIM, audit logs, data retention controls
Isolated schemas, per-org billing, team management
Blind spots identified, risks surfaced, QBR reports
Outcome tracking, exemplar learning, improving accuracy
Delibera isn't just a chat interface. It's enterprise-grade decision support infrastructure designed for organizations where accuracy matters.
From litigation risk assessment to M&A due diligence, technical architecture reviews to strategic planning — our councils are tuned for high-stakes decisions.
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