Composites Live
MACC Composites
How we leveraged high-performance cycling engineering to disrupt the medical, automotive, and defense sectors with advanced composite supplies and consulting services.
Manufacturing · Automation · Digital Twins
Engineering systems that scale custom manufacturing.
ThinkAram helps industrial teams bridge bits and atoms — from composite process design to multi-agent factory orchestration.
Trusted by industry leaders
Case studies
Proof in production
Ventures and platforms built with the same rigor applied to client engagements.
Cycling Live
Spoke Calculator
A precision engineering tool for the wheel-building industry, integrating advanced physics simulations with the AyoWork ecosystem.
Software Development
AyoWork
A visionary 'Manufacturing Metaverse' platform that solves the 'Unlinked Dataset' problem by creating a bi-directional loop between e-commerce demand and factory floor machine logic.
Insights
Latest writing
Engineering
The Art and Science of the Spoke: Why Wheel Building Needs a Digital Twin
Why traditional wheel building is failing modern carbon rims, and how digital twin technology is bringing 0.1mm precision to the workshop.
Manufacturing
The 5D Manufacturing Methodology
A comprehensive guide to scaling custom manufacturing using the 5D Framework: Design, Develop, Data Log, Drive, and Deliver.
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From digital twin strategy to composite process design — let's talk about what you're building next.
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