SurveyLM lets you pre-test policies, communications, and trade-offs before human pilots — or run one final pre-rollout check. Agents are calibrated on the data you already have and probed with the same instruments you use in field work.

Key features

  • Dynamic scenario sweeps across populations and contexts.
  • Contextualised Q&A with calibrated agents.
  • ALM feedback integration to refine framings.
  • Pilot-style runs without the cost of recruiting humans.

Status: Live demo · seeking trial partners

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