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Accio3D: Full Dev Support for Startup 3D Printing Marketplace

5+ months building the AI foundation for next-gen additive manufacturing

Accio3D marketplace interface showing intake manifold part analysis with AI-driven printability assessment, supplier matching workflow, ROI calculator, and material recommendations including PEEK polymer specifications

Results

Defined and implemented the Agentic AI architecture powering Accio3D’s marketplace.

Built the MVP platform from the ground up, integrating AI-driven supplier matching and material recommendations.

Developed scalable cloud and DevOps infrastructure on Azure to support rapid iteration and AI model deployment.

Established an ongoing partnership to evolve Accio3D’s intelligent manufacturing capabilities.

Highlights / Intro

Accio3D is pioneering a new approach to industrial manufacturing by connecting aerospace, defense, and automotive clients with advanced 3D part suppliers through an AI-powered marketplace. The platform uses a network of intelligent agents to analyze documents, assess printability, and match parts with the right manufacturer, transforming how complex parts move from design to production.
unosquare partnered with Accio3D as its main technology team, leading product development, AI model architecture, and infrastructure setup to launch their MVP in under six months.

Challenge

As a startup in the 3D printing and manufacturing space, Accio3D needed to:

Build a complex, AI-driven system capable of learning from materials, geometry, and supplier data.

Create a scalable cloud and DevOps foundation to support rapid experimentation and deployment.

Design an intuitive UI that could translate technical outputs into actionable business recommendations.

Solution

unosquare embedded a multidisciplinary team combining AI engineering, software development, design, and DevOps to build Accio3D’s platform from concept to MVP.

The collaboration focused on three pillars:

AI Enablement – Developed the foundation for Agentic AI, enabling intelligent material and supplier matching.

Infrastructure & DevOps – Built a scalable, secure Azure-based environment with automated deployment and monitoring.

Full-Stack Development & Design – Delivered a cohesive platform experience with real-time performance and analytics.

Scope:

  • AI + Machine Learning Development
  • Full-Stack Engineering
  • DevOps + Infrastructure Automation
  • UI/UX Design and QA

Tech Stack

Node.js, Python, MongoDB, Azure, Terraform, Mabl

The result is a unified, secure data infrastructure enabling faster breach response, richer insights, and a frictionless user experience.

Our Centers of Excellence ensured IDX’s platforms combined airtight security with seamless usability:

AI COE → Designed and implemented the AI agent framework.

Solution Architecture COE → Defined MVP architecture and feature roadmap.

Cloud & Infrastructure COE → Secured AWS environments with optimized scaling and automated deployments.

Design COE → Created an intuitive visual interface tailored for industrial workflows.

From concept to AI-enabled marketplace, Accio3D and unosquare are redefining how innovation in manufacturing scales.

Next Starts Here

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