Updates and announcements

Published: December 19, 2025

If you’ve bought a laptop in the last year, you probably saw a sticker for an NPU (Neural Processing Unit). Companies promised this “AI chip” would change everything.

But until now, it mostly sat there doing nothing.

When you actually tried to use AI, your laptop still had to use the GPU (the graphics chip). That meant you had to choose: do you want to run AI, or do you want your computer to actually work?

That just changed.

NPU is now a powerhouse that runs real AI, right on your device, without stealing power from everything else.

And FastFlowLM is the runtime software engine making it happen.

It optimizes large language models (LLMs) to run entirely on NPUs, extracting massive speed, efficiency, and capability from the hardware you already own.

⚡ The Vision

FastFlowLM — Real AI. Real Speed. Always On. All Day Power. On Your NPU.

See it in action: Watch Video
Learn more: fastflowlm.com

Why This is a Big Deal for You

Before now, AI workloads hogged your computer. With FastFlowLM, your NPU takes over the “brain work,” freeing your CPU and GPU to do everything else.

• 🔋 Incredible Battery Life: Stop tethering yourself to a wall outlet. FastFlowLM delivers over 10× power efficiency vs GPU-based AI workloads, so your battery lasts all day.
• 🎮 Do It All at Once: For the first time, you can run a Pro AI assistant while Gaming or on a Zoom call. Since the AI stays on the NPU, your game stays smooth and your video calls never lag.
• 🤫 Quiet and Cool: No more loud cooling fans turning on the second you start a smart task. Your laptop stays cool and quiet.
• 🔒 Private & Secure: Your data stays inside your laptop. No “cloud,” no subscription, and no internet required.

What Can You Do Now?

FastFlowLM allows your system to handle things it used to struggle with:

• 🎮 Game Smarter: Get an AI co-pilot that watches your screen and gives real-time strategy tips—without stealing a single frame from your GPU.
• 🗣️ Meet Smarter: Live translation for international calls? Check. Perfect summaries of boring meetings? Check. You listen; the AI takes the notes.
• ✍️ Your 24/7 Ghostwriter: Writer’s block is dead. Generate emails, tweets, or essays instantly in the background while you browse the web.
• 🧠 Your Private “Second Brain”: Drag in your messy files (PDFs, receipts, notes). Ask questions. Get answers. It’s like a genius archivist that lives inside your laptop.
• ✈️ Work offline: Stuck on a plane? Your AI still works perfectly. Learn to code, plan a trip, or translate a menu at 30,000 feet—no internet required.

No GPU required.
No overheating.
No insane power drain.
Just smooth, fast AI.

Real Tech, Real Products

This isn’t a “someday” promise. It is working right now.

• Powering AMD: FastFlowLM is the chosen AI runtime software engine inside the official AMD Lemonade Server 🍋, bringing production-ready NPU AI capability to developers and partners.
• Expanding Platform Support: FastFlowLM is also prepared for next-generation Qualcomm devices and additional NPU platforms.

The Bottom Line

The AI laptop era is officially real. With FastFlowLM, NPUs finally deliver the on-device intelligence they were built for—efficiently, privately, and without compromise.

FastFlowLM — the runtime software engine that makes NPUs truly useful. 🚀