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About Muir

Building Industrial AI for Better Product Decisions

Muir uses industrial AI to transform product, manufacturing, and supply chain data into actionable intelligence, helping teams understand cost, carbon, and tariff exposure across every product.

Why We Exist

Every product reflects thousands of decisions about materials, manufacturing, sourcing, cost, and impact. Those decisions get made in different places, at different times, on different information, and the product is worse for it. That gap costs more than it used to. Prices move, suppliers change, and trade rules get rewritten faster than most products can be redesigned.



Muir brings those decisions together into one complete understanding of the product. Teams working from this view build better products, and make them better with every version that follows. We are building product intelligence so products stop being reported on and start being optimized. Every decision priced against cost, carbon, tariffs, lead time, and risk, with the better option surfaced alongside it.

Principles of Product Intelligence

Transparency

Obscured products and supply chains negatively impact cost, resiliency and sustainability. We illuminate these products in a granular, actionable manner.

Comprehensive

True product intelligence must overcome incomplete or missing data. Our models bridge gaps across material inputs, manufacturing processes, and sourcing to give you a complete picture.

Multi-modal

Product design and procurement have wide and complex impacts on a company. We identify these impacts and alternatives well before a decision is required.

Rapid

Whether it is fast-paced design cycles or major shifts in the global supply chain, the Muir platform delivers rapid insights to meet the changing pace of the world.

Scalability

We see the global supply chain as one of the largest, most complex systems ever built. To create meaningful impact, we've built a system that can scale to meet the magnitude of the world's trade network.

Action

We equip organizations of all sizes with the tools and resources needed to integrate effective product intelligence into every decision, making advanced insights accessible to everyone.

Meet the Team Behind the Technology

Harris Chalat

Co-Founder & CEO

Peter Williams

Co-Founder & CTO

Amy Fisher

Director of Partnerships

Spencer Li

Product Designer

Ethan Cassel-Mace

Senior Software Engineer

Erika Odmark

Senior Data Scientist

Cori Jacoby

Software Engineer

Keeper

Head of Food Management

Winston

Head of Recycling R&D

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Trusted by top companies

Better decisions
start with clear product intelligence