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HELMET

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Benchmark Dataset for AI in HE modeling

White Room

About Benady Consulting

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At Benady Consulting, we specialize in Health Economics and Outcomes Research (HEOR) and AI-driven software solutions for market access and HE modeling. Our core services include:

 

1. Core HEOR Modeling

We offer expert capabilities in:

  • Early economic modeling: Budget Impact Models (BIM) and Cost-Effectiveness Models (CEM)

  • Comparative efficacy assessment: Network Meta-Analysis (NMA), Simulated Treatment Comparison (STC)

  • Advanced statistical analysis for real-world data

  • Market-level model adaptations for global submissions

 

2. AI Programming & Innovation

We lead the development of AI-powered tools that support HEOR workflows:

  • Applying advanced programming and LLM-based techniques to support model generation, automated quality control, and literature synthesis

  • Engaging with the research and policy community through publications, panels, and external talks to shape the future of HTA and payer decision-making

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Our Products

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  • HELMET: A benchmark dataset for evaluating large language models (LLMs) in HEOR modeling and review tasks.

  • HEOR workbench for Rare Diseases: A daily-updated AI-powered tool that indexes published literature and web content by indication, enabling deep evidence extraction and synthesis.

  • QC-Excel: An AI assistant for model builders. Users upload a starter Excel input, and the chatbot guides and generates complete CEM or BIM modules in Excel.

Clients & Collaborators

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We’ve worked with leading organizations including:

  • Databricks

  • Regeneron

  • Evidinno

  • Bristol Myers Squibb (BMS)

Publications

  • Sharif et al., HELMET: A Benchmark Dataset for LLM Evaluation in HEOR, ISPOR 2025

© 2024 by BenAdy Consulting Inc.

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