As the additive manufacturing (AM) sector shifts from a focus on hardware innovation toward the maturity of industrial workflows, software has emerged as the definitive "enabling technology." On October 22, 2026, the 3D Printing Industry will host AMA: Software 2026, a landmark virtual event designed to dissect how the digital ecosystem is redefining the design, simulation, and production of 3D-printed components.
Bringing together a cross-section of industry titans—including representatives from NVIDIA, Materialise, Autodesk, Oak Ridge National Laboratory (ORNL), and Markforged—the event promises to bridge the gap between abstract computational potential and the harsh realities of factory-floor production.
The State of the Digital Ecosystem: Main Facts
The core mission of AMA: Software 2026 is to address the "digital friction" that currently hampers the widespread industrialization of additive manufacturing. Despite significant hardware advancements, the industry faces persistent questions: Where exactly does Artificial Intelligence (AI) create tangible value in engineering? How can software accurately predict the performance of a part before a single layer is laid? And, most importantly, how do we unify disparate tools—design software, production data, and printer fleets—into a singular, reliable, and scalable workflow?
The event is structured to move beyond marketing rhetoric. Instead, it focuses on the practical application of software across the entire additive lifecycle. From the early stages of generative design to the critical phase of in-situ quality monitoring, the speakers will provide a roadmap for how software is evolving to treat 3D printing not as a niche prototyping tool, but as a robust manufacturing process.
Chronology of Digital Transformation
The history of 3D printing software has been a journey of increasing complexity. In the early 2010s, software was primarily limited to file repair and basic slicing—the necessary translation from a CAD model to machine-readable G-code. By 2020, the focus shifted to "Design for Additive Manufacturing" (DfAM) and basic topology optimization.
Today, in late 2026, we have entered the era of the "Digital Thread." This current epoch is defined by:
- Physics-Informed AI: Moving beyond simple data correlations to software that understands the metallurgical and thermal realities of the printing process.
- Autonomous Workflows: The transition from human-operated machines to agentic AI systems that can adjust parameters in real-time.
- Cross-Platform Interoperability: The dismantling of data silos between design tools (Autodesk), production management (Markforged), and simulation (Materialise/ToffeeX).
AMA: Software 2026 serves as a progress report for this era, offering a forum for these disparate technologies to be discussed as a cohesive whole.
Expert Perspectives: The Speaker Lineup
The program boasts a diverse array of experts, each representing a different layer of the digital stack.
Industrial Software and Strategy
- Udo Eberlein (Materialise): As Executive Vice President of Software, Eberlein brings a practical, problem-led perspective. His focus remains on making 3D printing scalable through standardized, interconnected workflows.
- Brittney St.Germain (Markforged): Leading the team behind Eiger.io, St.Germain provides insight into the cloud-based future, where managing a global fleet of printers is as simple as managing a server network.
AI, Simulation, and Advanced R&D
- Steve Defibaugh (NVIDIA): Defibaugh is at the forefront of "Agentic AI." His work with NVIDIA’s manufacturing solutions highlights how high-performance computing and AI can accelerate the adoption of complex simulations in manufacturing.
- Luke Scime (Oak Ridge National Laboratory): Dr. Scime’s work at the Manufacturing Demonstration Facility is pivotal for the future of quality control. By leveraging image processing and machine learning, his research is helping to solve the "black box" problem of powder bed fusion.
- Mark Burhop (Makerengineer): An expert in the intersection of large language models (LLMs) and physical engineering, Burhop is exploring how synthetic data and world models can revolutionize design and validation.
- Thomas Rees (ToffeeX): Specializing in fluid dynamics and heat transfer, Rees represents the cutting edge of CAE tools, pushing the boundaries of what is possible in optimized thermal design.
Academic and Systemic Integration
- Q. Sean Huang (University of Southern California): A leading voice in "Domain-informed Machine Learning," Dr. Huang’s research bridges the gap between academic theory and the practical requirements of smart factories.
- Ali Tamijani (Novineer, Inc.): Focusing on reverse engineering and generative design, Dr. Tamijani is actively helping the defense and aerospace sectors transition toward autonomous, AI-driven production.
- Zach Simkin (Senvol): As the industry leader in AM data, Simkin is the go-to expert on material performance, process parameters, and the data-driven qualification of parts.
Implications for the Future of Manufacturing
The discussions at AMA: Software 2026 will have immediate implications for the broader manufacturing sector. The move toward "predictive" rather than "reactive" manufacturing is not merely a technological preference; it is an economic necessity.
The Reliability Mandate
One of the key themes will be the challenge of qualification. In industries like aerospace and medical devices, a part must be proven before it is printed. Software that can simulate the specific anisotropy of an FFF-printed part, as seen in the work of Daniel Puchta (Slicing/Dolphin Printer), allows for structural validation long before the machine is turned on. This reduces waste and accelerates time-to-market.
The Democratization of Complex Design
With experts like Matteo Vezzali (MyMiniFactory), the event will also explore how software influences the community and the sharing of digital assets. The ability to easily share, print, and sell high-quality, pre-validated designs is the "social layer" of the additive manufacturing software stack, lowering the barrier to entry for small-to-medium enterprises.
The Shift to Autonomous Production
Perhaps the most significant implication is the shift toward autonomous manufacturing. By connecting digital twins (as championed by Gavin Shipley of Sarginsons) with real-time process monitoring, we are moving toward a future where the software—not the operator—is responsible for ensuring the integrity of the part. This "Digital Thread" allows for a traceability that is unmatched by traditional manufacturing methods.
Official Responses and Audience Engagement
A defining feature of the AMA: Software 2026 event is its commitment to interactivity. Recognizing that the industry is filled with engineers and stakeholders facing the same hurdles, the event will feature a live audience Q&A. This is a rare opportunity for attendees to put questions directly to the architects of the software that is shaping their professional lives.
Whether it is a question regarding the integration of proprietary G-code in an AI-optimized pipeline, or a technical inquiry about the limitations of current finite-element meshes, the panel is designed to provide granular, actionable answers.
Conclusion: Preparing for 2027 and Beyond
The conversation occurring on October 22nd is only the beginning. As the industry looks toward the 2027 AMUG Conference, the trends identified at AMA: Software 2026 will serve as the foundation for the next wave of industrial adoption.
The integration of software into the core of additive manufacturing is no longer an optional upgrade; it is the infrastructure upon which the future of manufacturing will be built. As we move toward 2027, the focus will increasingly be on "Institutional Filters"—the standards, data protocols, and AI-driven guardrails that will allow 3D printing to take its rightful place in high-volume, mission-critical manufacturing.
For those involved in the additive digital ecosystem, attendance at this event is essential. It is not just an update on software; it is an update on the rules of the game.
Event Details:
- Event: AMA: Software 2026
- Date: October 22, 2026
- Format: Online
- Registration: Register for free here
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