AI Adoption Without Fear: A Practical Perspective from AMC Bridge

By Igor Tsinman, president of AMC Bridge, explores how artificial intelligence (AI) adoption is no longer a distant promise—it is a present-day imperative. Artificial Intelligence (AI) is no longer a distant promise—it is a present-day imperative....

AI Construction Takeoff

With increasing materials expenses in the construction industry, mastering takeoff calculations is a crucial step for accurately forecasting project expenses and enhancing bidding strategies. Aiming to address key business challenges in the...

AMC Bridge Labs

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 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 Issues a Research Article on Surface Reconstruction Based on Neural Networks Algorithms

Machine learning has been growing in popularity, and numerous industries working with large amounts of data have already recognized the value of this technology. AMC Bridge conducted research on self-organizing maps algorithms and their use for...

AMC Bridge Presents New AI-Based Technology Demonstration

AMC Bridge’s AI Construction Takeoff technology demonstration aims to show what the future of construction takeoff can be. By automating the process of extracting information from the construction drawing, AI Construction Takeoff reveals the power...

AMC Bridge Showcases MCP Connector for Autodesk Platform Services® and Procore®: A Proof of Concept for AI‑Orchestrated Interoperability in Construction

As construction firms continue to struggle with fragmented systems, unstructured data, and time‑consuming manual processes, the need for tighter integration between Building Information Modeling (BIM) environments and construction management...

How AMC Bridge Enables AI Adoption Without Fear: Navigating Risks and Unlocking Value

Artificial Intelligence (AI) is reshaping industries, demanding meticulous implementation strategies. At AMC Bridge, we understand that harnessing AI's power is no longer a futuristic ambition—it's a current necessity for maintaining...

How Pelican Products Boosted Revenue with a 3D & AI-Powered Web-Based Solution: An AMC Bridge Case Study

Pelican Products, Inc., a global leader in protective cases and rugged gear, identified an opportunity to modernize its custom foam editor to better align with evolving customer expectations. The legacy tool had served its purpose but lacked the...

Case studies

MCP Connector for Autodesk Platform Services® and Procore®

The MCP Connector for Autodesk Platform Services® and Procore® is a technology demonstration that leverages the emerging Model Context Protocol (MCP) standard and AI‑powered natural language processing to showcase how organizations can seamlessly...

AMC Bridge Labs

Pelican Products Achieves Revenue Gains Through 3D and AI-Enabled User Experience: New AMC Bridge Case Study

AMC Bridge, a global software development consultancy serving engineering, manufacturing, and construction industries, today released a new case study detailing its collaboration with Pelican Products, Inc. to modernize and expand the company’s...

PTC Teams with NVIDIA to Unite Design and Robotics Simulation by Connecting Onshape to NVIDIA Isaac Sim

PTC (NASDAQ: PTC) today announced a new robotics design-to-simulation workflow that connects PTC's cloud-native Onshape® computer-aided design (CAD) and product data management (PDM) platform with NVIDIA Isaac Sim open simulation framework. The...

Industry and Client News

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

Streamlining Construction Takeoff Process: AMC Bridge Presents New AI-Based Technology Demonstration

AMC Bridge’s AI Construction Takeoff technology demonstration aims to show what the future of construction takeoff can be. By automating the process of extracting information from the construction drawing, AI Construction Takeoff reveals the power...

Streamlining Construction Takeoff Process: AMC Bridge Presents New AI-Based Technology Demonstration

AMC Bridge’s AI Construction Takeoff technology demonstration aims to show what the future of construction takeoff can be. By automating the process of extracting information from the construction drawing, AI Construction Takeoff reveals the power...
  • 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.
  • Events

    Apr 22, 2026

    Insights from the Siemens Digital Industries Software and AMC Bridge Webinar on Advancing 3D Engineering with Parasolid

    As engineering software evolves toward increasingly complex, connected, and computation‑heavy workflows, development teams face a pressing challenge: how to build 3D solutions that remain robust, interoperable, and scalable today and in the future. Addressing this challenge, Siemens Digital Industries Software and AMC Bridge co‑hosted the live webinar "Unlock Next Generation 3D Software: Getting Started with Parasolid," offering a deep look into how Parasolid empowers modern 3D applications and how AMC Bridge helps companies implement it successfully.

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.