How Amoeba Works

How Amoeba Creates CAD Library Components

Amoeba uses Large Language Models, language models, and engineering reasoning to transform supplier documentation into validated CAD components, automatically.

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Deep dive, Amoeba process

Amoeba orchestrates multiple AI processes that transform raw supplier data into validated CAD-ready components.

1. Input

Data is gathered from multiple sources

Supplier websites
PDF datasheets
2D drawings
3D CAD models
Customer uploads

A parsing system extracts text, tables, and geometry for analysis.

2. Amoeba Intelligence

Proprietary Component Data Consistency & Relationship Inference AI System to Analyze the input, identify patterns, and structure metadata with unmatched precision, laying the groundwork for accurate CAD.

Extract component attributes from specifications and tables
Analyze drawings and CAD geometry using computer vision
Identify connector types, cavity structures, and interfaces
Infer missing attributes using component relationships
Structure metadata into a standardized component model

3. CAD Generation

Instantly generate Capital-ready CAD parts with correct symbols, attributes, and connectivity.

Artifacts produced:

CAD-native component definitions
2D schematic symbols and pin layouts
Connector attributes and metadata
Connectivity rules and compatibility data
CAD-ready files aligned with company standards

4. Library Sync

Push parts directly to your Siemens Capital database, fully validated and ready for electrical design, at scale and in seconds.

Final system actions

Validate attributes and engineering constraints
Ensure compatibility across connectors, terminals, and wires
Convert data to your CAD system's native format
Synchronize with the centralized component library
Make new components immediately available to engineers

This is Engineering-grade AI, not generic automation

Amoeba combines multiple AI and data-engineering techniques to transform supplier documentation into validated CAD components. These systems work together to: interpret engineering data, reason about relationships between components, and generate CAD-ready artifacts.