AI Proposal Generator

AI Proposal Generator is a technology demonstration that explores how combining generative AI with retrieval-augmented generation (RAG) can improve and streamline proposal development. It shows an approach to managing high-volume, time-sensitive...

AMC Bridge Labs

AI Structural Failure Inspection

AI Structural Failure Inspection is a technology demonstration that leverages an AI/ML-based image recognition method to showcase how Construction/Facility management companies and inspection agencies can automate the detection of structural...

AMC Bridge Labs

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 Demonstrates the Proposal Creation Tool Powered by Generative AI to Streamline Proposal Workflows

From managing high-volume, time-sensitive requests for proposals and accelerating turnaround time to ensuring brand and messaging consistency across documents, content customization for different project contexts, maintaining compliance, and...

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 Enhances Client’s Flagship Application

AMC Bridge, a vendor of choice for software development services in engineering, manufacturing, and construction, helped Cumulus Digital Systems (Cumulus), a Massachusetts-based software company that spun out of Shell TechWorks, enhance their...

AMC Bridge Enhances Cumulus' Flagship Application: A Case Study

Striving to make industrial facilities safer and more productive, Cumulus Digital Systems (Сumulus), a Massachusetts-based software company that spun out of Shell TechWorks, developed the Smart Torque System™, an Internet of Tools™ (IoT) platform...

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 Helps Exa Corporation Delivering Cloud-Based Simulation Suite

AMC Bridge, a vendor of choice for software development services in the areas of computer-aided design, engineering, manufacturing and construction, helps Exa ® Corporation, a global innovator in simulation software for product engineering, to...

AMC Bridge Introduces a New Technology Demonstration for Enhanced Construction Safety

Leveraging an advanced image recognition method, AMC Bridge’s latest technology demonstration, AI Structural Failure Inspection , showcases how construction building companies and inspection agencies can automate the detection of construction...

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...

Automating Drawing Creation Process

Automating the process of drawing creation is a critical step in improving efficiency of the engineering department. SOLIDWORKS does a good job in assisting users in the process of creating drawings of parts and assemblies, but it’s still a very...

Case studies

Cloud-based Collaboration for Engineering

"AMC’s team was instrumental in bringing Vuuch from a conceptual prototype to production-ready software that is now successfully used by Vuuch’s customers." Chris Williams, Vuuch CEO.

Case studies

Complete Cloud-based Simulation Suite: ExaCLOUD Case Study

Simulation process itself is a complex mathematical task, which requires significant computational hardware resources that are difficult and expensive to maintain. It creates a high barrier of entry for companies that do not possess resources to...

Case studies

How AMC Bridge increased the competitiveness of IMAGINiT technologies Scan to BIM software through their in-depth knowledge of 3D data modeling and the PCL library

IMAGINiT was using the original version of the cylinder recognition tool in its Scan to BIM software. This tool could only recognize a single cylinder at a time and had very low performance on large point cloud data. This did not allow the tool to...

Case studies

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.