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Emerging Capability

CAD Data Services for AI Training

Cover 2D drawing creation, 3D model generation, drawing-to-model conversion, engineering annotation, component classification, geometry validation, mechanical assembly modelling and data quality checking. Positioned as an emerging capability with NDA-based engagements.

Core Capabilities

Technical Capabilities & Deliverables

Engineered to international standards with rigorous precision and verified turnaround times.

AI Schematic OCR & YOLO Symbol Recognition

Deep learning (YOLO) computer vision trained on engineering drawings for automated valve, pump, instrument, and electrical symbol recognition on legacy scans.

In-Process CAD-AI Agents (MCP Runtimes)

Zero-latency in-memory execution (<0.001 ms) inside CAD process RAM (acad.exe, bricscad.exe) exposing drawings to Claude, Cursor, and Gemini via Model Context Protocol (MCP).

Automated P&ID / BOM Extraction

Converting complex scanned process flow diagrams and piping schematics directly into structured digital Bills of Materials (BOM) and line lists.

2D & 3D Dataset Generation

Creating structured, multi-variant 2D engineering drawings and 3D CAD parametric solid models for ML training pipelines and geometric deep learning.

Drawing-to-Model Conversion

High-throughput conversion of 2D legacy manufacturing prints into fully parametric 3D CAD models (STEP, native DWG/IPT/SLDPRT) with geometric integrity.

Strict NDA & Enterprise Data Security

All datasets, training samples, and CAD source files are processed under strict NDAs in air-gapped or dedicated secure network environments.

Discuss AI Dataset Requirements

Connect with our technical leads in Puducherry to evaluate your engineering project, review DWG/model samples, and obtain a formal proposal.

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