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R&D and design

AI goes into the CAD tools and drawings engineers use every day. Drafting, dimensioning, duplicate checks and material take-off are handled by code; sizes and parameters come from geometry, never invented by a language model.

3D → 2DLHhØ dSized from geometry

Automatic 3D-to-2D drawings

Deliverable

Generates fully dimensioned 2D drawings from 3D sheet-metal and stamped-part models, with inspection points selected automatically.

The problem
Drafting and dimensioning eat design hours; dimensions get missed or break standards; inspection points depend on experience.
Who it's for
Auto parts, stamping and sheet metal, equipment manufacturing
Delivery
Private deployment, delivered in WeCom, Feishu, DingTalk or on the web
What it does
  • Reads STEP/IGES and recognises sheet-metal features
  • Dimensions and tolerances to national standards
  • Selects CMM inspection points automatically
  • Outputs DXF, DWG and PDF with a check report

2D-to-3D modelling and cut lists

Deliverable

Builds 3D panel assemblies from three-view drawings and produces cut lists, with two-way 2D/3D checks.

The problem
Legacy drawings are 2D only, so modelling and cut lists are manual and error-prone.
Who it's for
Panel furniture, cabinetry, sheet-metal fabrication
Delivery
Private deployment, delivered in WeCom, Feishu, DingTalk or on the web
What it does
  • Three-view DWG/DXF to 3D assembly
  • Cutting drawings read straight into cut-list tables
  • Two-way 2D/3D checks; missing information becomes a suggestion for review

Design assistant inside CAD

Deliverable

An assistant embedded in 3D CAD: find similar past designs, reuse them in one click, and get suggestions based on your standards.

The problem
Engineers won't leave CAD for another web page; past designs can't be found or reused.
Who it's for
R&D and design teams working in 3D CAD
Delivery
Private deployment, delivered in WeCom, Feishu, DingTalk or on the web
What it does
  • Search similar past designs without leaving CAD
  • Reuse a past design in one click, then adapt it
  • Connected to your own knowledge, case and skill libraries
  • Design-standard checks with suggested fixes

3D part de-duplication and similarity search

Deliverable

Check for duplicates before modelling a new part, find geometrically similar past parts, and avoid redesigning and re-tooling.

The problem
Tens of thousands of past parts can't be found by file name, so the same part gets designed again and again.
Who it's for
Discrete manufacturers with many part variants
Delivery
Private deployment, delivered in WeCom, Feishu, DingTalk or on the web
What it does
  • Batch-indexes historical 3D models
  • Layered duplicate and similarity search by geometry
  • Side-by-side 3D preview in the browser
  • Linked to the drawing vault and material codes

Material take-off from drawings

Deliverable

Calculates material usage and scrap straight from engineering drawings to support quoting and purchasing.

The problem
Measuring drawings by hand before quoting is slow and error-prone.
Who it's for
Custom fabrication, machining and sheet-metal shops
Delivery
Private deployment, delivered in WeCom, Feishu, DingTalk or on the web
What it does
  • Reads drawing geometry and material data
  • Computes usage and scrap per material spec
  • Exportable results, traceable to the drawing
  • Mapped to ERP material codes

Design and simulation cloud

Deliverable

Rent instead of build: 3D design and simulation software moves to the cloud, engineers work on cloud desktops, and compute is used on demand.

The problem
Workstations are expensive and under-used; drawings sit on personal machines and are hard to control.
Who it's for
Equipment makers, automotive, design institutes
Delivery
Turnkey, and can be delivered jointly with cloud, network and compute providers
What it does
  • 3D cloud desktops with GPU encoding and centrally deployed design software
  • Sessions scheduled by free GPU memory, with automatic reconnect
  • Single sign-on, file storage, version control and project management in one
  • Session audit, recording and monitoring alerts; operations service available

Start with a half-day workshop

Your business owner and IT lead join us to pin down 1–3 candidate use cases and their success metrics.

Book a use-case workshop

  1. 1

    Use-case workshop

    Half a day, on site or online

    • Business owner and IT lead attend
    • Map 1–3 candidate use cases and the state of the data
    • Output: use-case list and draft success metrics

  2. 2

    PoC proposal

    Within a week of the workshop

    • Data and system boundaries, evaluation-set design
    • Milestones, commitments on both sides, acceptance bar
    • Output: a PoC proposal ready to sign

  3. 3

    Run the PoC

    2–4 weeks

    • Your real material, in a private or demo environment
    • Weekly check-ins with visible metrics
    • Output: evaluation report and launch plan