Openclaw Cnc Corev1.2.1

Small to medium machine shops receive STEP files from customers and need instant quotes. The system parses the 3D model, extracts geometry, and uses hybrid rule+RAG to generate accurate price estimates within seconds, reducing manual quoting time.

CNC service providers integrate with QQ, email, and Feishu to accept inquiries across platforms. The system automatically processes incoming messages, extracts order data, and returns quotes, enabling seamless customer engagement without switching tools.

In high-volume production, the system automatically detects unusual geometries, materials, or pricing anomalies. It flags risky orders for manual review, preventing costly mistakes and enhancing quality assurance.

When quoting complex parts, the system matches them against a database of previous orders. It retrieves similar jobs and adjusts prices based on historical data, improving consistency and competitiveness.

Hobbyists, students, or small workshops use the free community version to experiment with CNC quoting. They can parse their own STEP files, learn the quote logic, and prototype small projects without upfront cost.

The open-source MIT-licensed community edition provides core engine, CAD parser, and examples. It attracts users for learning and small projects, building brand awareness and generating leads for commercial sales.

Production and enterprise users purchase a commercial license that includes pre-trained models, a price database, dedicated support, and advanced features. This generates direct revenue per license or subscription.

The team offers integration consulting, custom model training, and tailored pricing databases for clients with unique requirements. Charged on a project basis or hourly, this adds high-margin revenue.