Our Solution

• Open Protocol – JSON specification for dynamic state-transition models that ensures transparency.Protocol version 1 finalized
• Python SDK – Build, validate, and run models efficiently with minimal code requirements.Currently operational
• Cloud Platform – Simplified execution, comprehensive version tracking, and complete audit logs.Beta testing phase
• Model Library – Curated collection of NCD, vaccine, and AMR models with comprehensive documentation and validation tests.10 models currently available
• LLM-Assisted Builder – Convert natural language descriptions into valid model frameworks efficiently.Prototype development

Technical Advantages

• Schema validation at every step ensures data integrity and model quality throughout the process.
• Incremental build architecture enables secure collaboration between AI assistance and human experts.
• Open licence (MIT + CC-BY) maintains ecosystem accessibility and prevents vendor dependency.