Most AI projects in supply chains stall on data, not algorithms. We quote machined parts from a verified digital file in 12 hours, so the physical side of your supply chain stops being the variable.
These show up before any model gets trained.
Inventory sits in one system, sales orders in another, and supplier confirmations in email. The same part number carries three different lead times. A forecast model trained on that mix returns numbers nobody trusts, so planners go back to the spreadsheet.
A legacy ERP refreshed at the end of each shift cannot feed a predictive model that needs fresh machine or inventory states. Integrating it means custom middleware, and that middleware becomes another system to maintain. Weekly batch planning survives this. Real-time optimization does not.
A procurement manager who has run RFQs by hand for a decade now gets a probability score for a supplier delay. Without a session on how the score is built, the score gets ignored. Upskilling in data literacy is not optional. It is the difference between a tool in use and a tool in a drawer.
Fear of automation kills adoption faster than bad software. When planners believe the model is being trained to remove them, they feed it bad inputs or route around it. That resistance is a management problem, not a data science problem. Name what changes and what does not.
You cannot fix your ERP in a quarter. You can stop losing weeks to parts that arrive late or out of spec.
Every upload gets checked against the geometry before anyone quotes it. We look at wall thickness, tool reach, deep pockets, and the datum scheme on your drawing. If a feature needs a 5-axis setup or a different stock size, that shows up in the DFM notes within 12 hours, along with the revised cost.
This matters when your planning model assumes a part is buildable as drawn. A quote that hides a manufacturability problem shifts the risk downstream, and the delay lands in the same schedule your AI is trying to optimize. Getting the review early keeps the assumption honest.
Sixteen simultaneous 5-axis machining centers and sixteen mill-turn centers cover the geometry that three-axis work cannot reach in one setup. Fewer setups means fewer datum shifts, and datum shifts are where a part drifts out of tolerance between the first article and the production run.
Inspection is not a final gate you hope passes. Raw material is checked on arrival, dimensions are monitored during the run, and every part is inspected before it ships. Reports are available on request. If your supply chain model treats incoming quality as a fixed probability, this is the number that sets it.
Pick the route before you pick the supplier.
| Part condition | Process | Why |
|---|---|---|
| Complex geometry, one setup | 5-axis machining | Reaches angled faces without re-fixturing |
| Round parts, tight concentricity | Mill-turn | Turning and milling in a single cycle |
| Thin walls, low volume | 3-axis + fixture | Cheaper setup when access is open |
| Sheet panels, brackets | Sheet metal fabrication | Faster than cutting from billet |
| Plastic covers, small batch | Vacuum casting | Tooling cost stays low |
| Die-cast housings | Metal die casting | Volume parts with a stable wall |
| Prototype in days | Rapid prototyping | Proves fit before hard tooling |
One supplier for the operations that normally sit across four vendors.
Sixteen simultaneous 5-axis centers for contoured faces, impellers, and parts that need five sides in one setup.
Three-axis, four-axis, and mill-turn capacity across 127 machines, from single prototypes to 10,000+ part runs.
Fit and function checks before hard tooling, so a design error does not become a schedule slip.
Brackets, panels, and enclosures when the part is flat stock rather than a machined body.
Low-volume plastic and geometry that milling cannot reach, useful for jigs and covers.
Anodizing, plating, powder coating, bead blasting, and laser marking, with a 1.5 mm minimum character height.
Same inclusions whether you order one part or ten thousand.
| Item | Detail |
|---|---|
| Materials | Aluminium, stainless, steel, copper, brass, titanium, plastics |
| Tolerance | Down to ±0.005 mm (±0.0002 in) where the drawing allows |
| Finish range | Ra 0.2–0.8 μm fine, up to Ra 3.2 μm as machined |
| Order size | No minimum order quantity |
| Lead time | Production start within 24 hours; parts ship in 3–5 days |
| Documentation | Inspection reports on request; NDA available |
Fifteen years of machining, three plants, one process standard.
Fifteen years of production work across aerospace, automotive, medical, and robotics parts. The process library is written down, not carried in one person's head.
7,600 m² of manufacturing space in Dongguan plus a Singapore factory, so capacity is ours to schedule rather than rented from a broker.
Programmers, machinists, and inspectors in one organization. Questions about a drawing go to the person who will cut it.
Measured across shipped production. That is the incoming quality assumption your planning model can actually use.
ISO 9001:2015, IATF 16949:2016, ISO 13485:2016, and ISO 27001:2022 cover process, automotive, medical, and data handling.
Below 2% across past orders. Not a promise, a record. Batch size does not change how the schedule is built.
Lightweight structural parts and brackets where traceability and dimensional repeatability are the entry requirement.
Housings, brackets, and fixtures in aluminium and steel, run against an IATF-bound process and documented in-process checks.
Small stainless and titanium components with repeatable finishes on sealing and sliding surfaces, produced under ISO 13485 process control.
Joint housings, end-effector plates, and gearbox parts that need five-sided access and tight bore alignment.
Most planning models assume an incoming part meets the drawing on the date it was promised. When either assumption fails, the model is not wrong, its input is. That is the part of the chain we control.
We return a quote and DFM notes in 12 hours, start production within 24 hours, and ship in 3–5 days. If a feature cannot be machined as drawn, you hear it before the order, not after the first article.
We keep it simple. You get the machined part, a packing list, and inspection reports on request. The data that matters to a planning system is dimensional, and it is in the inspection report rather than buried in a portal.
If your team wants structured data, tell us the field format at the quote stage. We would rather agree on that before the run than after.
Down to ±0.005 mm (±0.0002 in) where the geometry and material allow it. Not every feature on every part reaches that, and a supplier who says otherwise is guessing.
The practical limit depends on the feature. A bore in aluminium is easier than a thin wall in titanium. Send the drawing and the DFM notes will say which features we can hold and which need a design change.
No minimum order quantity, from one prototype to a 10,000+ part run. A single part still goes through the same setup, first-article check, and final inspection.
What changes at volume is fixturing and cycle planning, not whether the part is inspected. Quality is measured across shipped production at 99.99%.
Yes, if the file is a solid model with correct units. A STEP file is enough for quoting and machining in most cases.
What the model cannot tell us is the datum scheme and the critical dimensions. If a feature is functional and tight, mark it. Otherwise we call it out in the DFM notes and ask before we cut.
Uploads are secure and confidential, and we sign an NDA on request. ISO 27001:2022 covers how we handle information internally.
We do not publish customer names or part photos without written permission. If you need the drawing deleted after the run, say so at the quote stage.
Ra 0.8–1.6 μm covers most sealing and bearing fits. Where a print calls for finer, Ra 0.2–0.8 μm is available. As-machined is Ra 1.6–3.2 μm.
Finishes go beyond surface roughness. Anodizing, electroless nickel, zinc plating, powder coating, bead blasting, and laser marking are all in-house, with a 1.5 mm minimum character height for marked text.
It usually removes setups, not adds cost. A part that needs four faces can run in one cycle on a 5-axis center instead of three or four fixtures, and each fixture removed is a datum shift that cannot happen.
The tradeoff is programming time. If the geometry is actually simple, a three-axis machine with a good fixture is cheaper. The DFM notes will say which route we recommend and why.
Upload a STEP file or PDF and we return a quote with DFM notes. One part or ten thousand, the review is the same.
12-hour quote100% inspectionNo MOQNDA on request
Trusted by engineers and manufacturers worldwide
Upload your 3D model or 2D drawing and get a quotation with a free DFM analysis. Maximum processing size 4,000 mm.
CNC Metals 13 grades
CNC Plastics 10 grades
Machines & processes 12 options
Surface & post-processing 10 options
Material: not selected Machine: not selected Post-process: not selected
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