Product Overview
Key Value Proposition
- AI-Driven Modeling: SuperModel positions itself as an "AI Health Economist," going beyond typical analytics by automating aspects of model building, sensitivity analyses, and scenario exploration.
- Cloud-Based Collaboration: Real-time, multi-user collaboration with robust version control, so multiple stakeholders can co-develop or review a single model.
- Rapid Decision-Making: Focus on fast turnarounds, such as generating cost-effectiveness data in a fraction of the time it takes with standard consulting.
- Regulatory-Ready Output: Pre-configured to align with NICE, AMCP, FDA, CMS, PBS, and other major health technology assessment (HTA) frameworks.
- Integration with Real-World Evidence: Connects to SQL databases, Excel, or relevant APIs to incorporate real-world datasets alongside clinical trial inputs.
Core Features
1. Visual Model Building (No-Code Approach)
- Drag-and-drop user interface for creating Markov states, transitions, agent-based parameters, discrete events, or partitioned survival pathways.
- Wizard-based approach for newcomers and advanced users who need structured templates.
2. Pre-Built Templates & Wizards
- Model templates for standard frameworks like NICE, AMCP, FDA, or CMS.
- Built-in compliance references to ensure minimal rework when adapting the same model for different agencies.
3. Marketplace of Models
- A growing library of validated templates: Markov, partitioned survival, budget impact analysis, discrete event simulations.
- The option for users to share, license, or monetize their own models.
4. Audit & Presentation Modes
- Visual, interactive explanations of a model's structure and assumptions.
- Automatic generation of compliance checklists for major HTA bodies to help accelerate submission.
5. Advanced Analytics & Sensitivity
- Capability for extensive sensitivity analyses, including deterministic, probabilistic (PSA), and scenario-based testing.
- AI-driven suggestions that highlight parameters with the greatest impact on outcomes.
Data & Interoperability
- Integrates with Excel, CSV, SQL databases, real-world evidence platforms, and recognized external APIs.
- Can import demographic or epidemiological data for robust population calibration.
- Seamless export of a built model into a fully functional Excel or R format.
Applications
- Economic Evaluations: Cost-benefit, cost-effectiveness, cost-utility analyses.
- Budget Impact Analyses: Quick modeling of how a new therapy affects payer budgets.
- Value-Based Pricing: Aligning drug or device prices with measurable health outcomes.
- Value of Information Analysis: Identifying where additional data collection could most reduce uncertainty.