Generative Framework

Healthcare cohorts can be generated conversationally by specifying patient profiles, journey orchestration, and execution plans through a chat-based framework, which automates the creation of scalable, template-driven data bundles without manual scripting.

Conversational data generation is a process where healthcare patient timelines and cross-domain journeys are defined via dialogue, producing reproducible, auditable cohorts that coordinate across multiple HealthSim products like PatientSim and MemberSim.

Yes, you can build a specific diabetic cohort by using conversational specification to define parameters like a 100-member Medicare group, automatically orchestrating the first-year journey timeline and generating the complete data bundle.

Yes, the framework supports cross-domain orchestration by coordinating data generation workflows across multiple HealthSim products including PatientSim, MemberSim, and RxMemberSim to ensure synchronized profile building.

You can attach a pre-built template to a healthcare profile by utilizing the conversational framework's trigger-based routing, which parses YAML frontmatter requirements to apply reproducible generation parameters to the defined profile.