Where AI Minds
Collaborate
One AI gives you answers. A team of specialized AI agents — debating, challenging, synthesizing — gives you insight. Add human judgment, and you get research you can actually trust.
Not a chatbot. A collaborative intelligence platform.
Join the waitlist • Limited early access • Be first to experience it
See It in Action
A platform built for serious research — not another chat wrapper.
AI Agents Debating Your Research
Launch structured deliberation sessions where multiple AI agents — each with different expertise and origins — debate, challenge, and synthesize insights on your research question.
- 8 deliberation strategies
- Multi-model AI participants
- Pause, steer, and contribute anytime
A Collaborative AI Team
Build teams of specialized AI agents that debate, challenge each other, and synthesize insights together. Step in anytime to steer the conversation — the human is always part of the process.
8 Deliberation Strategies
From rigorous 3-Phase analysis to adversarial Red Team/Blue Team, Delphi consensus to Socratic questioning — choose the right collaboration pattern for every challenge.
Custom AI Agent Personalities
Build your own AI research team. Choose from 20+ expert archetypes, assign seniority tiers, and give each agent a unique cognitive style and persistent memory.
Multi-Provider AI
OpenAI, Anthropic Claude, Google Gemini, and xAI Grok — all from one platform. Each agent’s origin and seniority tier automatically selects the right model for the task.
8 Deliberation Strategies
Each strategy brings a mechanically distinct collaboration pattern. Pick the right one for your challenge — or let the AI recommend one.
3-Phase Deliberation
When you need thorough, evidence-based conclusions
Your team needs a definitive answer to a complex question, but group discussions lead to anchoring bias — whoever speaks first shapes the outcome.
Everyone analyzes independently first, then debates as a group, then a principal synthesizes. No one is influenced before forming their own view.
"Should we enter the Japanese market?" — each agent researches independently, then they debate trade-offs, then a lead synthesizes the recommendation.
3+ agents: analysts work solo, then debate, principal synthesizes
What is Pragnanz?
From German Prägnanz — "good form." The central law of Gestalt psychology, formulated by Wertheimer, Koffka, and Köhler in the early 1900s.
"The whole is other than the sum of its parts."
Multiple agents and humans each contribute partial perspectives — complexity
Structured deliberation organizes the chaos — the process
Coherent insight emerges — qualitatively different from what any single mind could produce
Powering Critical Research Workflows
From competitive intelligence to due diligence — enterprise teams rely on Pragnanz for the research that drives decisions.
Competitive Intelligence
Monitor competitors with multi-model research. Automated source discovery, evidence synthesis, and contradiction detection.
Market Research
Goal-driven market analysis with coverage tracking, domain reputation scoring, and gap identification across industries.
Due Diligence
Comprehensive research for M&A, investments, and partnerships. AI finds what manual research misses.
Strategic Planning
AI-collaborative strategy sessions with multiple models debating approaches. Make confident decisions backed by evidence.
Regulatory & Compliance
Stay ahead of regulatory changes. Multi-source monitoring with structured findings and full audit trails.
Analyst Reports
Generate comprehensive research reports from dozens of sources with deduplicated, confidence-scored findings.
Build Your AI Research Team
Create custom AI agent personalities from a catalog of expert archetypes. Each agent has its own domain expertise, thinking style, seniority tier, and persistent memory across sessions.
20+ Expert Archetypes
Plus Medical Expert, UX Designer, Educator, Journalist, Marketing Strategist, Environmental Scientist, Ethicist, and more.
Seniority Tiers
Assign a seniority tier to each agent. Tier determines deliberation role and model quality — balance depth vs. cost.
Each agent's tier + origin automatically selects the right model. See AI Capabilities →
Memory & Cognitive Styles
Agents remember key positions from past deliberations and develop consistent viewpoints over time.
Persistent Memory
- Remembers positions from past sessions
- Tracks stance and confidence per topic
- Builds expertise across campaigns
- Full memory timeline and audit trail
Cognitive Styles
Modify how an agent thinks — analytical, creative, rigorous, contrarian. The same archetype can reason differently based on the cognitive style you assign.
How Agent Teams Work in Practice
Build Your Roster
Pick archetypes, set tiers, choose origins. Name them, give them a cognitive style.
Assign to Deliberation
Add agents as AI participants in any session. Mix Director, Expert, and Analyst tiers.
Watch Them Collaborate
Agents debate with their persona, domain lens, and memories from past sessions.
Agents Learn
After each session, key positions are saved to memory — sharpening future analysis.
Built for Enterprise Research Teams
Security, compliance, and reliability your organization demands — with the AI research power your team needs.
Enterprise-Grade Security
SOC 2 compliant infrastructure with encrypted data at rest and in transit. Role-based access controls and audit logging.
Team & Organization Management
Invite team members, manage roles, and organize research by projects. Full visibility into team activity and usage.
Fully Managed Cloud
No infrastructure to manage. We handle scaling, updates, and maintenance so your team can focus on research.
Usage Analytics & Budget Controls
Per-user, per-project, and per-team spending limits. Detailed usage dashboards with exportable reports.
Priority Support
Dedicated account management, onboarding assistance, and priority support channels for enterprise customers.
Shareable Reports & Exports
Every deliberation produces a visual report with interactive charts and tables. Export to PDF and share with stakeholders — no platform access required.
Platform Features
Supporting capabilities that power the core collaboration experience.
Knowledge Base
Obsidian-inspired knowledge management with wiki-links, backlinks, AI-suggested connections, and an interactive knowledge graph. AI agents search it during deliberation to ground analysis in your existing research.
Visual Reports
Every deliberation session generates a rich report with interactive charts, sortable tables, and structured analysis. Switch chart types on the fly, filter tables, and export to PDF.
Automated Research Campaigns
Define research goals and let AI execute multi-phase campaigns. Automatically discover sources, extract observations, and synthesize findings.
Presentation Generation
Turn deliberation sessions into polished slide decks. Interactive Reveal.js presentations in-browser or download as PowerPoint for offline use.
AI Campaign Planning
AI analyzes your research goal and generates a structured plan — goal classification, entity extraction, key questions, search queries, and effort estimation.
Prompt Analyzer
AI analyzes your topic and recommends the optimal deliberation strategy, clarifying questions, and matching session templates before you start.
AI Chat Interface
Interactive conversations with AI research assistants. Multi-turn dialog with streaming responses, tool integration, and per-conversation budget tracking.
Conflict Detection & Resolution
Automatically detect contradictions between findings. Track evidence on both sides and manage resolution workflows.
Collab Session Presets
Pre-built session templates organized by domain and use case. Launch deliberation sessions with one click — no manual configuration needed.
Notifications
Multi-channel notifications for research milestones. Email and push alerts for phase completions, campaign results, and synthesis readiness.
Privacy-First Embeddings
Semantic analysis powered by private embedding models. Sensitive research data never leaves our secure infrastructure.
Usage & Cost Controls
Real-time budget tracking per team, project, and user. Set spending limits with automatic warnings — no surprise bills.
File Storage
S3-backed file management with scoped access control. Signed URLs, lifecycle management, and automatic cleanup for all document types.
Real-time Collaboration
Live updates for chat messages, deliberation turns, phase changes, and campaign progress. Your whole team stays in sync.
Dashboard Recommendations
Personalized next-step suggestions based on your activity, collab history, and strategy usage. AI recommends what to research next.
Ready to Transform Your Research?
We're onboarding teams who need AI-powered research that goes beyond single-model answers. Request access and be among the first to experience collaborative AI deliberation.
Limited early access • Approved teams get full platform access