From enquiry to material order – without the paperwork.

Estimating, purchasing and scheduling sit with the few people who know how the shop really runs. We build systems that take the repeatable part off their desk – from pricing a drawing to ordering the material.

A heavy press brake in a metal workshop, sheet stock on the tableFig. 03 – Metal products & metalworking

Who this is for

  • CNC machining shopsMilling and turning to customer drawings, from one-offs to repeat series.
  • Sheet metal & fabricationCutting, bending and forming, where nesting and setup decide the margin.
  • Welded structuresFrames, tanks and assemblies with long routings and manual operations.
  • Tooling & mouldsTool shops quoting work that has never been made exactly this way before.

What's changing

What metalworking firms are dealing with.

The pressures we hear from machining, sheet metal and welding shops, whatever the machine list looks like.

  • 01

    The quote is the bottleneck

    Every inquiry needs an estimator who also runs the shop. Deals are lost to whoever answers first, not to whoever is cheapest.

  • 02

    Capacity is known too late

    Machine load becomes visible when the week has already gone wrong, and promised dates were set before anyone checked.

  • 03

    Setup and offcuts decide the margin, not machine speed

    In small batches it is setup time, nesting and offcuts that decide the margin – not how fast the spindle turns.

  • 04

    You have made a similar part before, but nobody can find it

    Similar parts are quoted from scratch because finding what was made two years ago takes longer than re-estimating it.

Across the value chain

From the RFQ to the finished part.

We work wherever the data already exists. Most shops start at one stage and extend once it pays for itself.

  1. 01

    Quotation & estimating

    A price from a drawing set in minutes, not days.

    • Drawing extraction
    • Time & cost estimation
    • Quote prioritisation
  2. 02

    Work preparation

    Routings and programs reused from what the shop has already made.

    • Similar-part search
    • Routing proposals
    • Nesting & material use
  3. 03

    Scheduling & capacity

    Dates promised against the machines and people you actually have.

    • Machine load
    • Due-date promising
    • Bottleneck detection
  4. 04

    Quality & measurement

    Measurement results that feed back into setup instead of into a folder.

    • Visual inspection
    • Measurement analysis
    • Scrap causes
  5. 05

    Purchasing & material

    Material, outsourcing and offcuts decided on data rather than habit.

    • Price & lead-time tracking
    • Supplier choice
    • Stock and offcut use

Selected systems

What we build for metalworking firms.

  • Purchasing & material

    AI purchasing agent: material ordered from incoming enquiries

    For each new enquiry it works out what material is missing, asks suppliers, reads their quotes and prepares the order. A buyer confirms it.

    Read the case study

  • Quotation & estimating

    AI-Technolog at a metal fabricator

    Reads the drawing set, proposes operations and times, and hands the estimator a costed draft.

    Read the case study

  • Scheduling & capacity

    Production planner on live capacity

    Schedules built from real machine load and material availability, updated when the day changes.

    Read the case study

  • Quality & measurement

    Vision counting on edge devices

    Counting and checking parts at the machine, with results kept per job.

    Read the case study

AI-Technolog and the AI purchasing agent are built into the systems we deliver for metalworking firms.

Contact

Tell us the problem. We'll tell you if AI is the answer.

Thirty minutes with a founder. No pitch – a conversation about your process, your data and whether a system would pay for itself.

  • Prague · CET
  • Calls in English or Czech