All modules

Pool RAM. Run models no single device can.

Better AI models need more memory than most laptops have. Mesh links devices on the same Wi-Fi and shares their memory as if it were one bigger machine — two 16 GB laptops become a 32 GB machine together. No data leaves your network, and nobody charges you per use. Mesh 3 (3 devices) is free, forever.

00 What is Mesh? 01 How it works 02 Mesh 3 — free 03 Three ways to use it
00 What is Mesh

Small devices, enormous models.

Share memory across devices on the same Wi-Fi · run bigger AI · pay nothing per use

Better AI models need more memory than most laptops have — so most people are stuck running weaker models locally, or paying every time they use a powerful one online. Mesh connects devices on the same Wi-Fi and pools their memory as one bigger machine. The model runs across all of them; no data leaves your network, and nobody charges you per use.

adris.tech MESH · ROOM 472819
8 GB Device A 8 GB Device B 8 GB Device C 24 GB unified pool
Roomadris.tech-472819
Pool24 GB · 3 nodes
ModelLlama 3.3 70B
Loading layers… 82%
Layer routing
Layer 28–31→ A
Layer 32–35→ B
Layer 36–40→ C
Three 8 GB laptops on the same Wi-Fi become one 24 GB pool — the model's layers are split across them.
Real story — Student study group

Four engineering students in Coimbatore are working on an AI research project together.

Their research needed a powerful model — far more accurate than anything their individual laptops could run. A paid AI service for hundreds of experiments would have cost ₹40,000–₹80,000. Money none of them had.

They formed a Mesh group on the college Wi-Fi. With one click, the memory of all four laptops became one shared pool, and the model they needed loaded across all four. They ran a whole semester of experiments for ₹0 — and finished two weeks ahead.

Replaces Cloud GPU rentals Expensive AI API costs Upgrading your laptop
01 How it works

One pool, split across machines.

The model's layers are spread over the devices — each one holds a slice

A large model is made of many layers. Mesh splits those layers across the devices in your group, so each machine only has to hold a slice in memory. They work together over the local network to run the model end to end — which is why three small laptops can run something none of them could alone.

  1. Devices join a roomEveryone on the same Wi-Fi joins a Mesh room with one click — no setup, no accounts to wire up.
  2. Memory becomes one poolTheir RAM is combined into a single pool — three 8 GB laptops show up as 24 GB.
  3. The model is split by layeradris.tech routes different layers of the model to different devices automatically.
  4. It runs locallyThe whole thing runs on your own network — nothing is sent to a cloud, nobody bills you per use.
02 Pricing

Three devices. Always free.

Mesh 3 is free forever · larger or longer pools are pay-as-you-go

Up to three devices in a Mesh is free, with no expiry. That's enough for most study groups and small teams. If you need a bigger pool or a longer session, you can add devices and pay only for what you use — pick the size, pick the duration.

The bottom line: if you've ever wanted a better AI model but found it too expensive or too slow on your own laptop, Mesh solves it — using hardware you already own, shared with people you trust.
03 In practice

Three ways people use Mesh.

Your own machines · a team at work · students on the same Wi-Fi

01 · Your devices
Your own machines

Your laptop plus an old desktop or a spare PC at home — pool them to run bigger models without buying anything new.

02 · A team
A team at work

Everyone runs adris.tech. When someone needs a heavy task, idle machines chip in memory. Nobody notices, the result is far more capable.

03 · Students
Same Wi-Fi

Hostel, library, study room — anyone on the network can share memory. Up to 3 devices is always free.

Same idea, three settings — shared hardware you already own, pooled with people you trust.
→ Who is this for

If a better model is too big for your laptop, Mesh is the answer.

Mesh fits best for:

People who benefit most
  • Students & research groups — run frontier models for free by pooling laptops on campus Wi-Fi.
  • Small dev teams — borrow idle memory across the office for heavy local AI tasks.
  • Anyone with spare hardware — turn an old PC into extra capacity instead of buying new.

More AI, on hardware you own.

Mesh is live in the app — Mesh 3 (3 devices) is free, forever. Download adris.tech, gather your group on the same Wi-Fi, and pool your memory in one click.

Download — free Browse models Pricing