WYM-ACC-shilpa · Engineering Automation
Shilpa
shilpa - craft, skilled making
GenAI for CAD automation and manufacturing engineering.
Shilpa applies generative AI to the repetitive core of engineering work – CAD automation and manufacturing design. It generates and modifies designs from intent, checks manufacturability early, and captures hard-won engineering know-how as reusable assets, so teams spend their time on the hard problems rather than the routine ones.
GenAI
for CAD & manufacturing
Problem
Engineering teams spend disproportionate time on repetitive CAD and design tasks.
Outcome
Generative AI that accelerates CAD automation and manufacturing engineering workflows.
How it works
01
Describe intent
Engineers express what they need; the system proposes CAD.
02
Generate & modify
Designs are created and adapted automatically.
03
Validate
Manufacturability and constraints are checked early.
04
Capture knowledge
Decisions become reusable assets for the next design.
Bill of materials
This pack composes catalog agents. Same IDs as the rest of the catalog.
Pack Architecture & Agent Composition Graph
10 Composed Agents- AGT-0237
CI/CD Build Failure Diagnosis Agent
Software Engineering
- AGT-0250
Code Completion Agent
Software Engineering
- AGT-0251
Code Review Agent
Software Engineering
- AGT-0360
Generative Engineering Design Agent
R and D
- AGT-0361
Patent Prior Art Search Agent
R and D
- AGT-0362
Materials Selection Agent
R and D
- AGT-0364
Simulation Setup Copilot
R and D
- AGT-0365
BOM Optimization Agent
R and D
Systems · ServiceNow ITSM · Datadog · PagerDuty · Kubernetes · GitHub · Cursor · Anthropic Claude Code · Siemens Teamcenter
Modules
CAD Automation
Generate and modify designs from intent.
Design Validation
Check manufacturability and constraints early.
Knowledge Capture
Encode engineering know-how into reusable assets.
Use cases
Generating Sheet-Metal Bracket Variants Under Manufacturing Constraints
An automotive tier-1 supplier produces several hundred bracket variants a year, most of them minor adaptations of an existing design to a new mounting position.
Capturing Retiring Engineers' Design Rules as Reusable Assets
A heavy machinery manufacturer faces a wave of retirements among the engineers who hold three decades of undocumented design judgement.
Early Manufacturability Feedback on Cast Housing Designs
A pump manufacturer designs cast housings whose manufacturability problems - draft angles, wall thickness transitions, core support - surface only when the foundry quotes.
Accelerating Change Propagation Across a Product Family
An industrial equipment maker changes a shared interface dimension and must propagate that change across forty derivative designs built on it.
Standing Up Design Automation Inside an Existing CATIA and PLM Stack
An aerospace supplier wants design automation but cannot move off its established CATIA and Teamcenter environment, where certification evidence lives.
Composable Architecture · Pairs well with
Accelerators that share systems of record, exchange real-time triggers, and compose with Shilpa.