amsight and toolcraft partner to digitize quality data for industrial 3D printing

amsight, a German industrial software startup, has partnered with precision manufacturer toolcraft to deploy its quality-data platform across toolcraft's additive manufacturing operations. The collaboration focuses on integrating process and test data from the entire AM chain—machine logs, powder batches, build jobs, post-processing, and inspection—into a single environment. Toolcraft will use the platform for Statistical Process Control (SPC) analysis, with an initial emphasis on components for the semiconductor industry, where documentation, traceability, and process stability are critical. Christoph Hauck, toolcraft's CTO, and Maximilian Seßner, Process Development Engineer, both cited the need for scalable, standardized data evaluation as AM moves into regulated production.

This partnership addresses a persistent gap in industrial AM: the fragmentation of quality data across disconnected systems, which slows qualification and obscures root-cause analysis. As AM scales into precision-critical verticals like semiconductor equipment, the ability to link material provenance, machine parameters, and post-process inspection data becomes a prerequisite for production adoption, not a nice-to-have. amsight gains a high-credibility reference in toolcraft, a contract manufacturer with a reputation for serving regulated industries, which can accelerate its sales cycle with other service bureaus and OEMs. The deal also reflects a broader shift from machine-centric AM narratives to data-governance and process-control infrastructure—a move that aligns with the industry's maturation beyond prototyping.

For toolcraft, the practical value lies in reducing the manual overhead of quality documentation and enabling earlier detection of process drift via SPC. For amsight, the challenge is proving that its platform can scale across toolcraft's diverse machine fleet and material portfolio without becoming a bottleneck. The semiconductor focus is a smart beachhead: it demands the highest documentation rigor, making the ROI of digitized quality management immediately visible. If successful, this deployment could serve as a template for other contract manufacturers serving defense, medical, and aerospace clients.