Requirement intake
Agree accepted document types and the fields required to identify components, assemblies and quantities. Preserve source references for review.

Manufacturing AI
Turn requirements into a material plan.
AI-assisted bills of quantities and materials for manufacturing.
A workflow to consider
An estimator receives a specification pack and needs to produce a material schedule. Requirements may use different units, repeat components or omit a critical dimension. An assisted workflow can organize candidate line items and point back to their source, while marking unresolved assumptions for an engineer. The draft becomes useful when the team can inspect how each quantity was derived.
Manufacturing, estimation, engineering, and procurement teams.
Define your first release
These are starting points for a custom engagement. The proposal defines what is included in your project.
Agree accepted document types and the fields required to identify components, assemblies and quantities. Preserve source references for review.
Prepare item, unit, specification and quantity fields with a visible distinction between extracted information and an unresolved assumption.
Scope corrections, revision comparison and a format procurement or planning can review after engineering approval.
Your existing tools
Source documents, component catalogues, spreadsheets and downstream planning systems are assessed during discovery. CAD extraction, supplier pricing and ERP connections require separate validation against your actual formats and access. Compatibility is not assumed from a file extension.
Scope, budget and timing
Bring a representative specification pack, an approved output format and the estimation rules your engineers use. We scope one document family first. File variability, catalogue quality and revision handling drive the estimate and schedule.
Share an optional budget in USD with your enquiry. We agree the scope, dependencies, milestones and timeline before implementation; there is no standard delivery promise for an unscoped project.
Before launch
Compare a draft against an engineer-approved reference. Check unit conversions, repeated assemblies, missing specifications and changed revisions. Every quantity that cannot be justified should remain flagged for review.
AI-generated quantities and materials are not released directly to purchasing or production. A qualified engineer must verify specifications, completeness and suitability before use.
A few sentences about the task and your current tools are enough to start.
Start a conversation →