MachineFlow
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About MachineFlow

Manufacturing software should understand the work, not just track it.

MachineFlow is focused on helping CNC machine shops review engineering drawings with AI assistance, prepare estimator-controlled quotations and carry approved context into production.

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AI-assisted workflow
Engineering drawing
Illustrative drawing of a machined component
RFQ drawing
AI review
  • Material references
  • Dimensions
  • Tolerances
  • Uncertainties
Estimator
  • Review context
  • Set assumptions
  • Decide pricing
Human decision
Production
  • Quotation context
  • Job handoff
  • Workflow status
Illustrative intended workflow; AI findings are reviewed by an estimator.
Why MachineFlow exists

Critical shop workflows should not depend on disconnected coordination.

CNC machine shops often run important work across email, spreadsheets, messaging apps and separate files. Drawing context can be lost between an RFQ, the quotation and the production handoff.

  • RFQs scattered across email, spreadsheets and files.
  • Quotations that lose drawing and customer context.
  • Job handoffs that require information to be recreated.
  • Production updates that take too much chasing.
Our approach to AI

AI should support manufacturing expertise, not replace it.

Understand the drawing

AI-assisted review is intended to surface manufacturing context, drawing references and uncertainties for an estimator to confirm.

Illustrative engineering drawing for reviewReview context, not a final estimate

Keep estimators in control

Your team reviews the context, resolves assumptions and decides the pricing, lead time and terms of every quotation.

Estimator review Confirm requirements Set shop assumptions Decide pricing

Keep context connected

Reviewed information stays with the quotation and approved work as it moves into jobs, Job Cards and production status.

QuotationJobProduction
Our mission

Make manufacturing intelligence more accessible to CNC machine shops through AI-assisted understanding and practical, connected workflows.

Help teams spend less time interpreting disconnected records and coordinating handoffs, so they can focus on moving work through the shop.

Focused by design

Intentional focus beats becoming everything at once.

MachineFlow connects AI-assisted drawing review, quotations and production workflow. It complements the accounting, ERP, MRP and CAM tools a shop already uses.

We focus on

  • RFQs and drawing context
  • Estimator-controlled quotations
  • Job handoffs
  • Production workflow visibility
  • AI-assisted drawing review

Not the focus

  • Accounting
  • Payroll
  • CAM
  • Machine controls
  • Full ERP or MRP functionality

Make shop workflow coordination more connected.

Talk to us about how your team reviews drawings, prepares quotations and carries approved work into production.

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