Production systems

CAD automation, layout rules and BOM structures that eliminate repetitive manual work.

Get in touch Delivery narrative

Delivery narrative

Key metrics

80%

Time reduction on repeat projects

75%

Faster layout preparation

90%

Reduction of manual errors

Service scope

I build scripts and rule engines that generate 1:1 layouts, dimension drawings, BOM estimate/actual outputs and nesting data. Systems run on structured inputs (JSON/Excel/API) and support repeatable production aligned with brand logic.

Scripts and macros replacing repetitive CAD steps: scaling, annotations, exports and technical sheets.
Rule-based engines generating layouts directly from structured input data.
Automated BOM outputs, cut-lists and processing data linked to geometry.

Workflow

First, I map repetitive workflow steps and production dependencies, then implement split, validation and export logic in code (including Python/CAD tooling). Each module is tested against real project data before being rolled out to the team.

Integrations with Excel, JSON and API endpoints for synchronized production flow.
Validation scripts checking dimensions, naming and rule conflicts before release.
Modular automation architecture scalable to new brands and media types.

Generated 1:1 layout and documentation output

Outcome

Tasks that previously took hours are reduced to seconds while keeping full data repeatability. Teams get faster implementation, fewer human errors and a consistent production output standard.