Argumentroupe is a synthetic conversation data generator and training data generation AI platform for creating ML dialogue datasets and conversational AI training data. It produces synthetic focus group data using 9 psychologically realistic AI personas grounded in the Big Five personality model and built on Microsoft Research's TinyTroupe framework. Generate diverse, privacy-safe conversation datasets with 2-200 agent simulations — no PII, no consent requirements, scalable data generation for NLP and conversational AI training.
9 personality-distinct AI personas generate psychologically realistic dialogues for training conversational AI. Scale from 2 to 200 agents with no PII or privacy concerns.
Best for: AI/ML teams, data scientists, and conversational AI builders.
Collecting real conversation data is expensive and slow. Recruiting participants, running sessions, and transcribing takes weeks and thousands of dollars.
Real data has PII, consent, and privacy constraints. GDPR, CCPA, and other regulations make real conversation data risky and expensive to handle.
Real conversation datasets have limited diversity. Recruitment bias means you get similar communication patterns from similar demographics.
Psychologically realistic synthetic conversations at scale.
Generate diverse conversations with 9 personas grounded in the Big Five personality model. Each has distinct communication patterns, vocabulary, and reasoning styles.
Built on Microsoft Research's TinyTroupe framework, conversations reflect genuine personality-driven differences — not surface-level paraphrasing.
Generate data from intimate two-person dialogues to large-group discussions. Control the number of agents, topics, and interaction dynamics.
Synthetic data contains no personally identifiable information. No consent forms, no anonymization pipeline, no GDPR headaches.
Big Five personality model ensures genuine diversity in conversation patterns.
Generate data at any scale, from paired dialogues to large multi-party discussions.
Fully synthetic data with zero privacy risk. No consent, no anonymization needed.
ArgumenTroupe is part of a family of four products that cover the full spectrum of Structured Decision Intelligence — from human deliberation to AI governance.
Human-to-human structured debate. Teams map decisions as pro/con trees with 16 evaluation categories.
Corporate strategy →Collective AI Intelligence. 7 LLMs independently argue, then cross-rate — consensus reveals confidence.
Multi-LLM analysis →AI Decision Tracing. Capture WHY AI agents decide — structured audit trails for EU AI Act compliance.
AI governance →AI debate simulations. 9 AI personas argue any topic from every angle — synthetic focus groups in minutes.
Learn more →Each conversation is generated fresh with controlled randomness. You can specify diversity parameters for demographics, opinions, and communication styles to ensure your dataset covers the full range you need.
Yes, data generated through your account is yours to use. We recommend reviewing the terms of service for specific licensing details and attribution requirements.
Psychologically realistic conversations at scale. Free trial available.