Design assistance
Support designers with AI for variants and documentation.
Design assistance searches CAD data, standards and historical designs to suggest suitable parts, variants and changes, automating repetitive tasks.
- Faster processes
- Less manual work
- Higher quality
design time
errors
payback
variant diversity
Calculated from shorter development cycles, less rework and higher reuse.
- 01
Data integration
Consolidate data from ERP, MES and further sources for Design assistance.
- 02
Data quality
Clean, harmonise and validate data for plausibility.
- 03
Model development
Train and validate the Design assistance model on historical data.
- 04
Pilot
Pilot Design assistance in one area and collect feedback.
- 05
Rollout
Scale the solution and integrate it into operational processes.
Steps
Data sources
Stakeholders
From first data access to production – every step delivers a tangible interim result.
Documents
Specifications, quotes, contracts and reports.
Product data
Bills of materials, variants and life cycles.
ERP data
Master and transaction data from ERP.
Machine data
Condition, parameters and production counters.
Customer data
Contracts, cases and communication.
Order data
Customer orders, line items and dates.
R&D
Uses data for product and process improvements.
Production manager
Uses insights directly in daily operations.
IT
Builds on a scalable and secure data infrastructure.
Management
Receives reliable metrics for strategic decisions.
Faster processes
Less manual work
Higher quality
More innovation
Cost reduction
With a solid data foundation this use case gets faster, cheaper and far more stable.
Central data platform
Real-time data integration
Scalable analytics pipelines
Reusable data products
GenAI assistance
Language models unlock documents and knowledge.
Digital twin
Models can be reused in simulations.
Document management
Reports and protocols are managed centrally.
Internal Enterprise GPT
A company-owned chat assistant that reliably answers questions on processes, policies and expertise.
Document Chat (RAG)
Search large document sets via chat instead of manually digging through contracts and reports.
Service & Repair Assistant
Technicians get precise repair guidance on-site, drawn from manuals and ticket history.