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Domain Models

Healthcare AI Model

Generate validated responses from physicians and healthcare professionals with AI trained on an HCP database of licensed physicians and their prescription history, plus healthcare marketing research surveys.

Model Overview

The healthcare model specializes in medical and pharmaceutical research contexts. Built on an HCP database of all licensed physicians and their prescription history in the US, plus a wide variety of healthcare marketing research surveys, the model provides accurate representation of physician decision-making and prescribing behavior.


Key Capabilities

Physician Research

Treatment decisions, prescribing patterns, and clinical preferences.

HCP Attitudes

Professional perspectives, practice patterns, and clinical experiences.

Pharmaceutical Research

Drug positioning, market access, and competitive dynamics.

Healthcare Policy

Provider perspectives on policy and regulatory changes.

Medical Device Research

Adoption patterns and usage preferences.


Marketing Research Applications

  • Physician advisory board simulations
  • HCP attitudes and perception studies
  • Treatment preference and prescribing pattern research
  • Market access and payer perspective studies
  • Product positioning and messaging research
  • Competitive intelligence and market research
  • Medical communication and education effectiveness

Validated Populations

  • Primary care physicians
  • Specialist physicians by discipline
  • Nurse Practitioners and Physician Assistants
  • Healthcare professionals by specialty and experience

Model Training & Data Sources

Trained on:

  • HCP database of all licensed physicians in the US and their prescription history
  • Wide variety of healthcare marketing research surveys
  • Physician prescribing patterns and clinical decision-making data
  • Medical terminology and professional communication patterns
  • Healthcare professional attitudes and treatment preferences

Validation: Extensively tested against real physician panels across multiple therapeutic areas to ensure clinical relevance and accuracy.


Compliance & Ethics

Simsurveys has not undergone formal SOC 2 or HIPAA certification. Nevertheless, our policies, procedures, and technical controls are developed to adhere to the underlying security and privacy principles of these frameworks. Certification remains part of our long-term roadmap; today, we maintain encryption, access control, monitoring, confidentiality agreements, and secure data retention/deletion consistent with these standards.

View detailed security and compliance practices →

Ready to conduct healthcare research?

Generate validated physician and HCP responses with our specialized healthcare AI model.

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