For Enterprise & Product Teams

Stress-test your AI systems against diverse human behavior.

AnthroSim generates the realistic, diverse user population your conversational AI needs to encounter before it ships — not after.

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The coverage gap in AI testing

Most conversational AI test suites are built from a narrow range of synthetic prompts that don’t capture the full spectrum of real user communication styles, emotional states, and cultural backgrounds. Edge cases discovered 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 logistically prohibitive.

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

Output: Full transcript with participant metadata, enabling automated tagging of failure modes by persona type.

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

Early access participants receive preferred rates and priority onboarding.