What is Spot?

A local-first AI device for your home and your work.

Spot is BrainFrame's on-device AI assistant. It runs open source AI and is capable of on-device speech, vision, file search, automations, and connected-service tools — all on a small piece of hardware that lives on your network. The parts of your life you wouldn't paste into a cloud chatbot stay with you.

BrainFrame — Spot, your local-first AI device

Spot is a small, always-on computer that runs open source AI models, agents, and automations powering BrainFrame. You talk to Spot from your phone, desktop, or web browser; Spot handles the heavy lifting on your network and only reaches out to the cloud when it needs to. The result is an assistant that can see your files, your calendars, your home, and your team — without those things needing to leave the building.

Open source, on-device AI

Open source language models, speech, and vision all run on the box you bought. No round-trip to a cloud assistant for every prompt.

Sovereign data

Conversation history, files, and connected-service tokens live on your network. Cloud is used as transport, not as the brain.

Real-world action

Spot can call tools — control IoT devices, read files, watch a camera, send notifications — through a permissioned action layer.

One assistant for everything

Chat, voice, automations, alerts, calendar, and integrations are all backed by the same memory and the same agent.

How it works

A device, a network of clients, and the cloud as transport.

The Spot device is the brain. Mobile, desktop, web, and Watch clients are how you interact with it. The cloud relay is how those clients reach Spot when you're not on the same Wi-Fi.

System diagram — clients ↔ cloud relay ↔ Spot device
Data flows from your clients through the cloud relay to Spot — or directly over your LAN when you're on the same network.

The device

A purpose-built compute appliance that sits on your network and runs the AI, agents, and automations that power Spot.

The relay

A thin cloud service that brokers a secure tunnel when you're away from your network. It carries traffic; it does not run your models. See privacy & sovereignty for details.

Spot specifications

One Spot, ready for the home or office.

Spot ships with a single, high-end hardware configuration — engineered to run multiple open source AI models simultaneously without juggling. Here's what's inside the box and what it can do.

Compute & memory

AI accelerator
Dedicated AI accelerator — up to 275 TOPS
Memory (RAM)
64 GB unified memory (LPDDR5)
Storage
1 TB NVMe SSD
On-device models
Multi-model concurrency — reduces swap delays

AI performance

Chat throughput
25 – 40 tokens / second
Time to first token
Around 250 ms typical
Vision response
First answer within ~1 second
Voice response
Under 1 second from wake word to acknowledgment
Concurrent users
Up to 4 active sessions

Connectivity

Wireless
Wi-Fi 6E, Bluetooth 5.3
Wired
Gigabit Ethernet
Ports
USB-C, USB-A, DisplayPort
IoT integrations
Lights, plugs, sensors, cameras, locks, and smart-home hubs

Power & physical

Power
15 W – 60 W
Dimensions
120 × 120 × 200 mm
Cooling
Active, low-noise fan
Spot finishes — walnut, brushed aluminum, and white oak
One Spot, three finishes. Every unit ships with the same launch configuration detailed above.

What you can do

A few real use cases.

Spot replaces the “ten chat tabs” problem. Each card below cycles through real conversations — what you ask, and how Spot answers.

At home

Dim the kitchen lights and tell me when the oven is preheated.
Dimmed the kitchen lights to 30%. The oven is preheating now — I'll ping you the moment it hits 425°F. While you wait: the timer on the rice is up in 4 minutes, and the pasta water just started boiling.

At work

Summarize today's standup notes from the shared folder.
Three blockers came up. Staging deploy is waiting on infra, the design review for the onboarding flow slipped to Thursday, and Priya's PR needs a second reviewer. Everything else is on track for Friday's release.

On the go

Read me my unread messages while I'm driving.
You have 4 unread messages. From Sam: 'Pushed the fix, ready to merge.' From Mom: 'Dinner Sunday?' From your calendar: meeting moved to 3 PM. From Jess: 'Got the package, thanks!' Want to reply by voice?

See the full list under Spot Features.

  • Families who want shared assistants for the home without piping every conversation into a cloud account.
  • Small businesses with documents, customer info, and workflows they don't want to send to third-party LLMs.
  • Developers and tinkerers who want a real agent platform — tools, automations, and skills — without renting GPUs by the hour.
  • Privacy-minded teams in healthcare, legal, finance, and education that need a clear boundary between “our data” and “the model vendor”.