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Cost Models in Minutes not Days
Iterate on cost models faster with Muir AI. Try it below.
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Trusted by top companies
Cost engineers use Muir AI to accelerate the development of should-cost models through BoM cleaning, gap filling and cost modeling workflows. With clearer visibility into cost drivers, teams can improve negotiations and make better design decisions earlier in the product development process for any product.
At any stage, including parts you don't own the CAD for (competitive teardowns, supplier components, legacy parts)
Most accurate once a 3D CAD model exists; coverage of non-CAD parts is limited
Is data preparation required?
Muir cleans messy and inconsistent inputs like partial BoMs, mixed technical definitions, and missing data into a useable format
Customers are expected to bring clean CAD geometry plus structured inputs (process group, material, region, production volume)
What is the cost model for data coverage?
Single platform across processes and regions
Built around a library of discrete Manufacturing Process Models (machining, sheet metal, plastic injection, etc.) and Regional Data Libraries that are scoped and licensed individually
What is the time to first cost model?
Minutes
Requires the right process model and RDL to be in scope; new processes or regions require additional configuration
Who is this best for?
Procurement, sourcing, design, and program teams who need fast cost intelligence across a broad and wide portfolio
Design and manufacturing engineering teams doing deep DFM and should-cost on targeted CAD-modeled parts
Stop guessing costs Get a full cost model in minutes
Import BOMs from files, spreadsheets, spec sheets, or API connections. Muir automatically cleans inconsistent data, fills missing fields, and standardizes structure.
Generate estimate Should-cost at every level
Muir builds a twin of your products, determine manufacturing process, sourcing and from this performs a bottoms up cost model automatically.
Iterate Refine and explore in seconds
Refine assumptions, test new scenarios, update designs.
Export Share it, Use it, Act on it
Export a clean, formatted cost model ready for internal review, supplier negotiation, or handoff to procurement with all assumptions and sourcing included.
Better decisions start with clear product intelligence
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