For Enterprise & Product Teams

Stress-test your AI systems against diverse human behavior.

AnthroSim gives your conversational AI a realistic, diverse user population to face before it ships, when the failures it surfaces are still cheap to fix.

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The coverage gap in AI testing

Most conversational AI test suites use a narrow set of synthetic prompts that don’t cover the range of real user communication styles, emotional states, and cultural backgrounds. Edge cases found in production are expensive to fix and damage user trust.

The Problem

Your QA team generates test prompts from a limited set of personas. The system ships, and real users (blunt, indirect, regionally specific, emotionally variable) expose failures your tests never anticipated.

AnthroSim Solution

Generate 100 diverse user personas spanning communication styles, educational backgrounds, technical literacy, and emotional states. Let them interact with your system on their own terms.

The Problem

Red-teaming for adversarial behavior requires expensive human testers and is difficult to systematize or reproduce across model versions.

AnthroSim Solution

Configure persona guidance toward skeptical, confrontational, or edge-case users. Run the same adversarial cohort against every model version for reproducible red-team benchmarking.

The Problem

Testing group dynamics (moderation scenarios, multi-user conversation quality) requires coordinating real users in real time, which is rarely practical.

AnthroSim Solution

Simulate full multi-user chat rooms with personality-driven participation, conflict dynamics, and moderation scenarios. Full JSON transcripts for automated analysis.

Example scenario: Conversational AI red-team

Step 1. Generate profiles: 20 participants · Guidance: “skeptical, technically sophisticated users likely to probe system boundaries”

Step 2. Add project materials: Product docs, support policies, known edge cases, and evaluation rubric

Step 3. Run simulation: Topic: “test our new customer support AI” · Duration: 45 min · Export: JSON

Output: full transcript with participant metadata, so failure modes can be tagged automatically by persona type.

Request Early Access

We're onboarding a first cohort: academic and applied researchers, market research firms, enterprise AI and product teams, law firms, and policy organizations.

Early access participants receive preferred rates and priority onboarding.