Start with a defined trigger
A new customer inquiry arrives with a drawing, quantity and requested delivery date.
Manufacturing systems
Made to Manage:
Made to Manage:
the workflow in practice.
Manufacturing inquiry-to-estimating brief
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.
Verify the installed product version, available exports or interfaces and permitted access. Legacy customizations may require a staged file-based handoff.
Assemble the right context
Collect the approved drawing revision, material requirements, relevant prior-job records and estimating conventions. Flag missing tolerances or ambiguous units.
Perform the bounded task
Prepare an estimating checklist, summarize similarities to prior work and list the questions that block a dependable quote.
Review before taking action
An estimator checks drawing interpretation, routing assumptions and capacity implications. AI does not approve a production schedule or promise a ship date.
Deliver and record the result
Store the reviewed brief in the agreed estimating queue with links to its source documents and revision references.
Build an improvement loop
around real work.
Measure missing-specification detection, estimator preparation time, revision errors and clarification turnaround. Track whether the brief reduces rework after quoting.
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 ↗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.