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Industries

Intelligence for Every Part, Assembly, and Machine

Turn complex 1,000 line item BoMs into into clear insights across tariff, should cost, and carbon exposure.

Trusted by top companies

Challenges Facing Manufacturers

Product design decisions have significant but often opaque downstream impacts

Immense quantity of unique and complex SKUs

Global supply chains are becoming dynamic due to tariffs and shifts

How Industry Uses Muir

Assembly Costs Are Driven by Design

Material, manufacturing and complexity decisions determined early in a product's lifecycle determine the should cost. Muir provides actionable cost models and recommendations from initial concept through procurement.

Scaled HTS & Tariff Classification

Secure your margins across all of your SKUs. We comprehend, classify and remove ambiguity across your entire Bill of Material, so you can proactively mitigate the volatility of tariffs.

End-to-End Carbon Tracking for Long Industrial Supply Chains

Industrial components move through casting → machining → coating → assembly across multiple countries and energy grids. Muir traces carbon through every stage of this long chain for accurate, lifecycle-level PCF.

Case Study

US manufacturer regained control of tariff costs across 10,000+ global SKUs
After paying $100,000s per month in duties across 10,000+ globally sourced SKUs, the team gained a clear view of accurate HTS codes and tariff rates. Now they make confident build-vs-buy and sourcing decisions with a roadmap that reduces long-term tariff exposure.
1000+
SKUs accurately classified
$100,000s
unexpected tariff exposure identified
2x
Faster sourcing and build-vs-buy analysis
Full visibility
forward-looking tariff insights

Better decisions
start with clear product intelligence