Atrix Modeling before you ship the decision.

Run grounded representative and adversarial agent simulations to stress-test decisions before they reach the market.

AtrixSource-traceableLife-sciences-gradeGxP-aware governance

Outputs you can defend, ship, and act on.

Capability 01

Simulate HCP, payer, KOL, patient, field, and competitor responses to decisions, messages, and strategies

Grounded in your evidence, traceable to source, ready for review.

Capability 02

Calibrated from your own data — not generic AI personas — for 88%+ similarity to real-world responses

Grounded in your evidence, traceable to source, ready for review.

Capability 03

Especially powerful for hard-to-reach populations and rare-disease HCPs where traditional panels can't scale

Grounded in your evidence, traceable to source, ready for review.

From question to decision in one workflow.

Worked example · Atrix Modeling

Step 01

Calibrate from your evidence

Agents are grounded in your real ad‑boards, field notes, market research, and clinical data — not generic LLM personas.

Step 02

Stress-test the decision

Run launch messages, payer stories, MSL talk tracks, and competitor scenarios against representative and adversarial agents.

Step 03

Read the result

Get distributions of belief and behavior change with confidence bands — explainable down to which evidence drove it.

“We tested four payer narratives against simulated medical directors before we put them in front of real ones. Two never would have survived a real call. — Head of HEOR · specialty biotech

Ready to use Atrix for atrix modeling?

30 minutes. Your decision — a launch message, payer story, MSL talk track, competitor scenario. We'll show how Atrix runs it live.