Start with a defined trigger
An RFQ arrives with drawings, quantities and a requested delivery window.
Manufacturing & engineering
Metal Fabrication:
Metal Fabrication:
the workflow in practice.
Fabrication RFQ completeness review
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Confirm units, drawing revisions and whether the customer has supplied an authoritative specification. Protect proprietary designs.
Assemble the right context
Gather the current drawing set, material and finish requirements, customer notes and the shop's estimating checklist.
Perform the bounded task
Extract the requested work and flag missing dimensions, tolerances or process details for clarification.
Review before taking action
An estimator verifies the interpretation and decides routing, feasibility and price. No generated assumption becomes an approved specification.
Deliver and record the result
Save the accepted brief with its drawing references and send approved clarification questions through the normal quoting process.
Build an improvement loop
around real work.
Measure clarification rounds, missed requirements, revision errors and estimator preparation time.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
Build it. Build with us.
Or have us manage it.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗We manage the foundation.
Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗CONNECTED OPPORTUNITIES
Precision Machining
Organize machining inquiries into reviewable specification packets with explicit material, tolerance and revision context.
Explore this solution ↗START WITH YOUR WORKWhere is your team
Where is your team
doing too much by hand?
Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.