Document Generation AI
The output of design, in a form downstream processes can use.
Positioning
This menu pays off when you already have both 3D models and the templates for your manufacturing documents. While that data is still thin, Drawing Check Support AI or Design Knowledge AI will let you confirm the results sooner.
From 3D models we extract the information needed for the drawings, BOMs, and work instructions that manufacturing uses, and connect it to downstream processes. It is a custom build aimed at the transcription and rework load that arises between design and manufacturing.
Data you need to start: 3D models, and the templates of the manufacturing documents you use today.
Symptoms this addresses
- 01
Once design is finished, time goes into creating and transcribing documents for manufacturing.
- 02
Transcription errors and version drift occur between the model and the drawings, BOMs, and work instructions.
- 03
Every design change means the drawings, parts lists, and work instructions are corrected by hand.
- 04
Answering questions from manufacturing eats into the engineers' time.
How it works
It extracts the necessary information from the model and drafts documents that follow your templates. The source — which piece of model information it came from — stays traceable, and a person does the checking.
Where human judgment sits
Reviewing and finalizing the draft is done by the person responsible.
Generation queue
3D modelB-1024- DrawingB-1024PDFQueuedGeneratingComplete
- Parts listB-1024CSVQueuedGeneratingComplete
- Work instructionsB-1024PDFQueuedGeneratingComplete
Parts listB-1024
- BracketSUS3044
- Hex bolt M8×20SUS3048
- Plain washer M8SUS3048
What you'll see in the demo
You see drafts of drawings, parts lists, and work instructions being generated from a sample model, and the steps for tracing the source — which piece of model information each item came from.
How a rollout proceeds
We use a gated approach: an initial assessment measures your current state, and the effect is confirmed at each stage before moving to the next phase.
01
30 minFree consultation
We ask which documents you hand to downstream processes and how much effort they take.
02
1–2 weeksInitial assessment
We review how information is held in the model, and the format of your templates.
03
4–8 weeksEffectiveness validation
We try draft generation on a representative document and measure whether the checking load falls.
04
3–6 monthsFloor integration and field validation
We embed it in your actual drawing-release flow.
05
6 months and beyondOngoing accuracy improvement and sustained adoption
Under a continuing engagement, we tune accuracy on real data from the floor, sustain adoption on the floor, and guard against the AI model's accuracy degrading over time.
06
ProgressivelyExpansion
We widen the documents and products covered.
The scope and duration of the free validation, and the criteria for moving to a paid engagement, are set out in writing before we start.
Illustrative rollout
Whatever the field or the situation, we provide solutions that fit the way your floor actually works.
Industrial machinery
Assembly instructions and parts lists that used to be written by hand after drawing release are drafted from the model, so the person responsible concentrates on checking and on notes for the floor. Version drift at design changes becomes traceable through source references.
Automotive components
Inspection procedures and parts lists written after drawing release for volume production parts are drafted from the model. When something changes, source references trace what it affects, so versions stay aligned.
Security
We deliver configurations in which your models and documents are not used to train AI. On-premises and closed-network deployments, storage within Japan, and limiting the range of staff with access are all supported.
FAQ
In 30 minutes, let's sort out together where the effort behind your manufacturing documents sits.
What we do in the 30 minutes
- We'll ask about your current challenges.
- We'll share relevant case studies.
- We'll align on an approach together.