🧠 Behind Every Smart System Is Smarter Infrastructure
We started by tackling one of the toughest problems in engineering: processing massive binary files that melt CPUs and require constant human input. So we built a better foundation — a GPU-native backend and a Git-compatible storage layer, with a binary exchange engine at its core. Now, converting, storing, and scaling those files is fast⚡, automated 🤖, and cost-efficient 💸.We solve the infrastructure behind the intelligence — so your AI can finally get to work.
💾 From Chaos to Compute
Champion handles the full lifecycle of engineering data: 📂 Raw binaries → 📐 structured assets → 🧪 simulation-ready environments. We take care of the data, compute, and pipeline logic so your team can focus on outcomes — not bottlenecks.Whether you’re training AI, deploying robots, or simulating systems, we turn messy inputs into organized intelligence.
👊 Built by Engineers, For Engineers
We bootstrapped and shipped Meshmatic3D.com — a production-ready CAD optimization tool used by global teams.Now, we’re scaling up. Still small, still scrappy, still obsessed with solving real-world engineering problems with product-first thinking and GPU-native infrastructure.
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