up2parts

More Efficient Machine Shop Production with Artificial Intelligence

Fast cost calculation, consistent CAM programming, and easy access to production data are critical factors in modern machine shops. Yet, in many companies, shop floor planning is still based on manual calculations, scattered information, and the experience of a few key individuals. At the same time, the shortage of skilled labor and cost pressures are increasing.

up2parts addresses these challenges with an AI-based software solution that combines 3D models, tolerance data (PMI), and company-specific production know-how into a self-learning system. The solution speeds up cost calculation, process planning, and CAM programming, while improving productivity and data quality across the entire production chain.

A Self-Learning Production Co-Pilot

up2parts is developed specifically for the real needs of machine shops. The solution is built on practical experience in contract manufacturing, with the core idea of a self-learning production co-pilot that evolves based on user decisions and the company’s own practices.

The system combines:

• Geometric analysis of 3D models
• PMI data (tolerances, surface roughness, threads, etc.)
• The company’s machinery, tools, and manufacturing strategies

Based on these, up2parts can create cost estimates, process plans, and CAM suggestions within seconds—without traditional macro- or rule-based solutions. The company retains full ownership of its data: CAD models, processes, and production information always remain under the customer’s control.

Geometric Similarity Search – Speed and Standardization

One of up2parts’ most powerful features is geometric similarity search. The system analyzes the geometry of a new part and searches the database for previously produced or estimated, similar components.

This enables:

• Utilizing existing process plans and calculations
• Reusing machining strategies and cost structures
• Eliminating manual browsing and data searching

The database grows with each new part, gradually building a comprehensive, production-based knowledge base for future projects.

The up2parts Suite – One Platform, Three Modules

up2parts covers the entire workflow from quote request to finished NC code. The suite consists of three complementary modules.

up2parts cockpit

Centralized Management of Production Data

up2parts cockpit serves as the system’s core and a centralized database for all production-related information. It makes 3D models, drawings, process plans, and CAM programs easily searchable and accessible to all necessary users.

Key features:

• CAD viewer for 3D models and PDF drawings
• Attaching and automatically recognizing tolerance data (PMI)
• Geometric similarity search to previous parts
• Design for manufacturability (DFM) analysis to identify critical features

The cockpit is browser-based and can also be used on the shop floor via industrial tablets—providing information directly at the machine, even during night and weekend shifts.

up2parts calculation

Process Planning and Quotes Up to 80% Faster

up2parts calculation automates cost estimation and process planning. The system creates a customized process plan for the part based on its geometry and manufacturing technology, including setup and machining time estimates for both machine and manual processes.

Benefits:

• Process plans and quotes up to 80% faster
• Company-specific suggestions based on your own production data
• Seamless integration with ERP systems or export to Excel

The solution is particularly well-suited to high-mix/low-volume production, where manual calculation has traditionally been slow and vulnerable to staff changes.

up2parts autoCAM

CAM Programming Up to 70% Faster

up2parts autoCAM automates CAM programming and integrates directly with existing CAM environments. The system analyzes the geometry and tolerance data, making automatic recommendations for setups, operations, tools, and cutting parameters.

up2parts autoCAM is available for:

• Mastercam
• GibbsCAM
• hyperMILL®

CAM programs are generated in minutes and transferred directly to the CAM system in use, where the NC code is processed as usual through a post-processor. Automation eliminates routine work, standardizes programming practices, and frees up skilled workers for more demanding tasks.

Company-Specific Database and Data Security

At its core, up2parts maintains a company-specific database containing machines, tools, materials, machining methods, and past projects. The system learns from user decisions and adapts to the company’s own practices.

The solution operates in the Microsoft Azure Europe cloud environment and meets GDPR requirements. Alternatively, data can be stored on the customer's own servers, which is especially important for sectors like defense and aerospace.

up2parts as Part of a Modern Digital Production Chain

up2parts delivers the greatest value when cost estimation, process planning, and CAM programming are unified into a single digital workflow. Experience from European machine shops shows:

• Faster quote turnaround times
• More accurate process plans
• Significantly shorter CAM programming times
• Better production transparency and control

The development of up2parts is supported by industrial partners and investors such as Sandvik, DMG MORI, and Schaeffler, who bring strong technological expertise to the system.

Camcut – Official Partner of up2parts

Camcut Group acts as the official partner for up2parts solutions, handling software sales, implementation, training, and technical support. Camcut’s strong experience in CAM software, machining technologies, and production processes ensures that up2parts is integrated efficiently into the customer’s existing environment.

Together with up2parts, Camcut helps machine shops transition to faster, more transparent, and data-driven production.