German contract manufacturer toolcraft has partnered with industrial AM quality specialist amsight to overhaul how production data is captured, connected, and acted upon across its AM operations. The collaboration places a particular emphasis on semiconductor-related manufacturing, a sector where documentation, consistency, and process repeatability are non-negotiable.
Toolcraft is deploying amsight’s digital quality backbone, a platform built specifically for industrial AM environments, to unify machine data, process parameters, inspection results, and quality metrics into a single traceable framework. The move replaces the fragmented spreadsheets and disconnected systems that have traditionally slowed reporting and decision-making, giving production teams a clearer, more complete picture of what is happening across their workflows.
Tightening the Loop on Process Control
For toolcraft, the practical benefits center on speed and visibility. By consolidating data into one environment, the company aims to cut the time between build completion and actionable decisions, enabling faster reporting cycles and reducing the manual effort that typically accompanies analysis in complex AM workflows.
Underpinning the approach is statistical process control, which gives toolcraft a structured method for detecting production drift before it becomes a quality problem. The goal is to build a more stable foundation for continuous improvement as the company scales its AM output into increasingly demanding applications.
“Semiconductor-related manufacturing environments demand extremely high levels of consistency, documentation, and process understanding. We see amsight as a partner that understands the realities of industrial AM production and the importance of connecting quality data in a meaningful and scalable way,” said Christoph Hauck, Executive Board Member for Technology and Sales at toolcraft.
Maximilian Seßner, Process Development Engineer at toolcraft, added: “One of the key attractions of amsight is its ability to support process stability and scalability simultaneously. Standardised data evaluation and SPC-based analysis are becoming increasingly important as AM production matures and expands into demanding sectors such as semiconductor manufacturing.”
Quality Infrastructure as a Competitive Requirement
The partnership signals something larger than a software deployment. It reflects a growing recognition across industrial AM that quality management can no longer function as an afterthought, particularly as additive processes push into regulated, high-value sectors where component traceability and process documentation carry real commercial and compliance weight.
“As AM scales into highly regulated and precision-critical sectors, quality management can no longer remain fragmented across spreadsheets and disconnected systems,” said Tim Wischeropp, CEO at amsight. “This collaboration with toolcraft demonstrates how manufacturers are moving toward integrated, data-driven quality strategies that support both operational efficiency and long-term scalability. It also shows toolcraft’s commitment to strengthen its leading position as a reliable contract manufacturer for regulated industries.”
Solving AM’s Quality Data Problem
Industrial additive manufacturing has matured rapidly as a production technology, but its quality management infrastructure has struggled to keep pace. Across most AM facilities, process data, inspection records, and build documentation live in separate systems, making traceability laborious, reporting slow, and drift detection reactive rather than proactive. The toolcraft and amsight collaboration directly targets this structural gap, building a connected data environment where quality is managed as a continuous, integrated workflow rather than a post-build exercise.
The problem is well recognised across the industry. A pilot project involving Additive Center, Melotte, and amsight in the semiconductor sector sought to validate how automated data capture and statistical process control could streamline certification and reduce testing time, with representatives highlighting that rising demands for precision had exposed the clear limits of manual inspection and documentation.
In parallel, software-driven integration has become central to AM industrialisation, with companies like Axtra3D launching fully connected production ecosystem that combines data from over 150 sensors to deliver real-time analytics and predictive maintenance for regulatory-ready production.
The direction is clear: fragmented quality systems are becoming a liability as AM moves into high-stakes sectors. What toolcraft and amsight are building is not just an efficiency upgrade, it is the kind of quality infrastructure that production-critical AM now demands.
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Featured image shows overview of AM part for the semiconductor industry in amsight. Photo via amsight.
