SoftBank’s AI Factory: A Masterclass in Speed, Precision, and Scale

SoftBank built Japan’s largest AI factory in record time. Here’s why speed matters more than ever.

Somewhere in Japan, SoftBank quietly built the largest AI factory in the country.

In just weeks, they deployed 510 NVIDIA DGX systems — and turned an empty room into a launchpad for large language models.

This isn’t about hardware.

It’s about how speed, collaboration, and vertical vision changed the game.


What They Built

• 2 massive DGX SuperPOD clusters

• 90+ FP64 gigaflops per cluster

• 1000s of cables, 100s of switches

• And the firepower to train serious LLMs

Why It Mattered

Every day saved = $1M in ops cost avoided.

That’s NVIDIA’s math — and SoftBank’s reality.

By shaving off 10 days, they didn’t just finish early.

They saved millions, accelerated innovation, and launched Japan’s most strategic AI infrastructure to date.

The Helpforce Connection

This is the same principle we bring to enterprises at Helpforce.ai:

✅ Speed to deployment

✅ Multi-agent coordination

✅ Vertical AI use cases (not generic models)

✅ Digital twin testing before real-world ops

✅ Immediate ROI, not just theoretical power

What’s Next?

SoftBank is now building their own LLMs.

But they’re also opening the doors — creating a platform for other companies to build, test, and scale.

That’s what we believe in too.

At Helpforce, we help enterprises build their own vertical AI stacks — faster, leaner, and tuned to their industry.

Want to build your own AI factory?

We’ll show you how.

👉 Let’s get started

Based on NVIDIA blog by Brian Sparks, April 11, 2025: “NVIDIA Helps Build AI Factories Faster Than Ever with NVIDIA DGX SuperPOD”
Usman Ali Asghar
Usman Ali Asghar
Founder & CEO, Helpforce.ai
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