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AureusIQ provides independent economic evaluation and strategic analysis for high-stakes healthcare decisions. Our work combines structured health economic modeling, policy analysis, and AI workflow evaluation to support pharmaceutical leaders, investors, and healthcare innovators navigating drug pricing risk and AI technological disruption.

Our core practice areas include:

Drug Pricing & Value Assessment

Analysis of international pricing exposure, Most Favored Nation (MFN) policy risk, and scenario-based pricing impact.


Read our latest signal on MFN policy reform here.

AI Economic Validation (Token ROI™)

Structured evaluation of AI workflow costs, including usage-based expenses and human oversight requirements.

Custom pricing Scenario analysis

Flexible, assumption-driven simulations that model pricing and revenue exposure under MFN policy thresholds and value-based benchmarks.

Ideal for assessing floor-based policy risks, ICER-style scenarios, or strategic pricing inflection points.

AI performance & governance

Independent validation for AI-generated outputs to ensure accuracy, traceability, and policy-grade reliability across health-policy, pricing, and clinical workflows. Ideal for: lean pharma teams, medical device, health app companies.


View our Stanford AI +Health presentation  here.

Single Drug Tear Sheet

$500

            •   A 3 page analyst-grade report with side-by-side comparison of U.S. drug prices versus key international benchmarks (EU-5, CA, JP)
            •   A simulated “MFN floor” scenario to estimate potential revenue impact
            •   A summary of relevant global value assessments or reimbursement trends
            •   An easy-to-understand risk score and strategic red flags

HTA + Policy Calendar add-on

Contact Us for 
Custom Pricing

  •   Forward looking calendar of upcoming HTA/policy decisions for drug(s)
  •   NICE, ICER, AMNOG
  •   Custom alert reminders for key policy events

custom scenario simulator

Contact Us for
Custom Pricing

  •   Simulate MFN risk, value-based pricing pressure, and floor pricing assumptions across U.S. and global markets.
  •   Ideal for: diligence teams, risk scenario planning, or high-value asset screening.

live strategy briefing

Contact Us for
Custom Pricing

  •   60-min briefing + Q&A session.
  •   White gloved tailored to your portfolio or pipeline.
  •   Covering MFN policy cliffs, HTA events, and revenue compression risks.

AI Validation services

Contact Us for
Custom Pricing 

  •   LLM Model comparisons
    •   Prompt Engineering & Model Optimization
    •   Citation integrity Checks
    •   Error Classification
    •   Risk Scoring & Uncertainty Quantification

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about us

In an Age of AI and Information Overload, the Rarest Currency is Trust.


AureusIQ provides independent economic evaluation for complex healthcare decisions.

We specialize in pharmaceutical pricing strategy and AI workflow economics, combining health economic modeling with structured policy and operational analysis.

Our focus is simple: deliver clear, defensible insights that support high-stakes decision-making under uncertainty.

Why the name "AureusIQ"?

The name AureusIQ was inspired by the Latin word "Aureus", meaning "golden", signifying value that endures. It reflects the clarity, precision, and integrity we aim to deliver in an increasingly chaotic world we are living in, where these qualities are becoming rare. The “IQ” signifies not just intelligence, but Insight Quality—representing our signal over noise approach that ensures every piece of intelligence we provide is actionable, relevant, and of the highest quality you can trust. We are committed to delivering insights that you can depend on, providing the foundation for informed, confident decision-making in today’s complex and evolving market.

We offer a modern approach to pharma intelligence, one that is more responsive, smarter, and more flexible so you can stay ahead of the curve.

Learn more about our vision for our future here. 

meet the team

AureusIQ Founder

Cloe Koh, BSc (Pharm), MS

CEO & Founder

Cloe Koh is a seasoned healthcare operator with a deep background in pharmacy and broad expertise in drug pricing, market access, and regulatory strategy across both public and private sectors. Trained as a pharmacist, she played a key role in national drug pricing benchmarking initiatives at Singapore’s Ministry of Health. At UnitedHealthcare/Optum, she led analytics efforts supporting senior leadership on Medicare Part B drug reimbursement strategy and financial risk,  providing a data-driven lens into payer decision-making at scale.

As founder and CEO of AureusIQ, Cloe drives the development of MFN analytical products used by HEOR, market access, strategy teams, and healthcare investors to assess exposure to pricing regulation and policy-driven shifts across therapeutic categories. She is also spearheading the buildout of AI-powered tools that accelerate evidence synthesis and decision-making in complex regulatory environments. Her work sits at the intersection of policy, pricing, and data science, turning fragmented guidance into actionable insight. She brings a rare combination of clinical grounding, strategic clarity, and operational execution to one of healthcare’s most dynamic and high-stakes domains.

Mark Dranias, PhD

Chief Technology Officer

Dr. Mark Dranias is a computational neuroscientist and AI expert with over two decades of interdisciplinary experience spanning neuroscience, data science, computer vision, and large language models (LLMs). He brings deep academic and industry expertise to AureusIQ, driving the company’s AI strategy and end-to-end product architecture.


At AureusIQ, Dr. Dranias leads development and delivery of AI validation services and products. His work enables pharma, HEOR and market access teams to extract insights from vast, unstructured sources including clinical literature, policy guidelines, and pricing databases with speed and precision. He has built scalable, full-stack AI systems that integrate natural language processing, multimodal data analysis, and workflow automation to streamline decision-making across the healthcare value chain.