Advancements to Client’s Real-Time Generative Design Technology: AMC Bridge Releases a New Case Study

Metal additive manufacturing (AM) opens up a lot of opportunities for manufacturing capability improvement. At the same time, more and more challenges occur on the way to reaching material and cost efficiency, design flexibility, and better...

AMC Bridge Advances Real-Time Generative Design Technology: Desktop Metal’s Live Parts Case Study

The more opportunities metal additive manufacturing opens up to improve manufacturing capability, the more challenges industry professionals face on their way to reach material and cost efficiency, design flexibility, and better performance of...

Case studies

AMC Bridge Demonstrates AI‑Driven Similar Parts Search Using Graph Neural Networks and 3D Geometry

Engineering and manufacturing organizations continue to face challenges when managing large repositories of 3D models, including manual shape comparison, inconsistent similarity assessments, and the time‑consuming navigation of extensive part...

AMC Bridge Demos AI‑Driven Similar Parts Search

AMC Bridge’s latest technology demonstration, Similar Parts Search , explores how combining artificial intelligence (AI) with advanced 3D geometric processing can address these challenges and improve the discovery, reuse, and evaluation of...

AMC Bridge Develops the Industry's First Generative Design Software for Windows: A Case Study

Recognizing the market demand for next-generation 3D design, an innovative software start-up resolved to complement its existing software platform with an enhanced Windows-based application to meet its customers' emerging needs.

Case studies

AMC Bridge Fosters Innovation in 3D Printing: Rize Connect Case Study

Striving to industrialize 3D printing, printer manufacturers are adopting new technologies to stay ahead of the curve and satisfy the Customers' needs. Determined to deliver flexibility and scalability to its customers, Rize Inc., a well-recognized...

Case studies

AMC Bridge Implements First-of-Its-Kind Sinter-Based Simulation Technology: Desktop Metal’s Live Sinter Case Study

Developing new, and perfecting the existing, sinter-based additive manufacturing (AM) technologies is crucial to meeting the growing demand for technologically powerful solutions that can effectively and predictably control the microstructure of...

Case studies

AMC Bridge Showcases Geometric Modeling Expertise with Shaft Component Generator Technology Demonstration

In its research of advanced geometric modeling technologies aimed at benefiting sectors such as CAD software companies, third-party developers, engineering and design companies, manufacturing firms, product development teams, and simulation and...

First-of-Its-Kind Sinter-Based Simulation Technology Implementation: A New Case Study from AMC Bridge

To meet the growing demand for technologically powerful solutions that can effectively and predictably control the microstructure of metal parts during the sintering process, it is crucial to improve current and develop new sinter-based additive...

Implementation of a Jaw Scan Segmentation Solution for the Client: AMC Bridge Shares a Healthcare Case Study

An informed dental consumer drives the competitive orthodontic market nowadays. To stay ahead of the curve, orthodontic practices implement innovative treatment options like LightForce Orthodontics’ digital platform and fully customized 3D-printing...

Implementing a Jaw Scan Segmentation Solution for LightForce Orthodontics: A Healthcare Case Study from AMC Bridge

Understanding that competitiveness in the orthodontics domain requires being ahead of the curve and delivering significant improvements, LightForce Orthodontics implements advances in brackets-based treatment protocol, uniting 3D printing,...

Case studies

Increasing Efficiency and Improving Productivity of Manufacturing Cost Estimation: A New Case Study from AMC Bridge

With manufacturers across industries racing to enlarge and diversify a client base, every new technology or process could mean another step towards reaching the full potential of their products or services, providing a valuable competitive...

Case studies

Increasing Efficiency and Improving Productivity of Manufacturing Cost Estimation: AMC Bridge Publishes a New Case Study

The reliability and robustness of a product or service are always of utmost importance for manufacturers who strive to enlarge their client base and deliver a competitive advantage to their end users. Recognizing AMC Bridge as an experienced...

Parametric Shaft Modeler

Parametric Shaft Modeler is a technology demonstration of creating multi-diameter shafts based on the sophisticated geometric kernel, highlighting the potential to enhance design processes across multiple sectors such as CAD software companies,...

AMC Bridge Labs

Similar Parts Search

Engineering and manufacturing organizations continue to face challenges when managing large repositories of 3D models, including manual shape comparison, inconsistent similarity assessments, and the time‑consuming navigation of extensive part...

AMC Bridge Labs

  • Media about us

    May 13, 2026

    AMC Bridge Demos AI‑Driven Similar Parts Search

    AMC Bridge’s latest technology demonstration, Similar Parts Search, explores how combining artificial intelligence (AI) with advanced 3D geometric processing can address these challenges and improve the discovery, reuse, and evaluation of structurally similar parts across engineering workflows.
  • Technology demonstration

    May 04, 2026

    AMC Bridge Demonstrates AI‑Driven Similar Parts Search Using Graph Neural Networks and 3D Geometry

    Engineering and manufacturing organizations continue to face challenges when managing large repositories of 3D models, including manual shape comparison, inconsistent similarity assessments, and the time‑consuming navigation of extensive part libraries. Traditional CAD search and manual similarity methods rely heavily on metadata, naming conventions, or subjective human judgment—approaches that do not scale and often produce inconsistent results. AMC Bridge’s latest technology demonstration, Similar Parts Search, explores how combining artificial intelligence (AI) with advanced 3D geometric processing can address these challenges and significantly improve the discovery, reuse, and evaluation of structurally similar parts across engineering workflows. By leveraging learned geometric representations of 3D models, the POC enables consistent, geometry‑aware similarity detection across large repositories, independent of how parts are named or categorized.
  • Partnerships

    Apr 29, 2026

    What It Takes to Build Connected Engineering Systems at Scale

    When the founders of AMC Bridge formed our company a quarter century ago, we wanted to help clients with digital transformation – but we realized that technical know-how alone wasn’t enough. We had to develop a deep understanding of our customers – their ambitions, their competition, their existential challenges. What we’ve learned from hundreds of clients while engineering their software ecosystems holds true across enterprises. To move decisively, modern organizations need a secure, open platform that connects data, automates high-value work, and gives stakeholders clear, current context for their next moves.

At AMC Bridge, we understand your company is unique and can help streamline
your business operations, enhance your productivity, and drive innovation in your
organization. We provide services of developing custom software solutions that
meet your distinctive company goals: from eliminating data silos to democratizing
cutting-edge technologies. If it sparks your interest, please share your specific
operational needs and business goals with us, and we will deliver the solution best
tailored for you.