attention lab.
Introducing Dots Our first product

Dots keeps your attention on what matters.

The desktop attention layer for you and your AI agents.

Meet Dots In development for macOS
Most of the time, Dots is just a dot on your desktop.

Your work is spread across tabs, conversations, and agents.

We’re building Dots to connect what happens in those places. It brings together decisions, changes, and unfinished work so you can spend less time updating each agent and more time on the things that actually deserve your attention.

Dots helps you and your agents use what you already know.

01Ask DotsFind answers across your work.

Ask about earlier decisions or related work across applications and agent sessions. Dots brings that context together and shows the sources behind its answer.

“Did we already decide this in another conversation?”
This illustrates a question Dots is being built to answer.
02Equip your agentGive your agent the context it needs.

Dots gives your coding agent relevant decisions, constraints, and prior work from other sessions. You can continue working without repeating the same background each time.

“What changed elsewhere that this agent needs to know?”
This illustrates a question Dots is being built to answer.
03Dots speaks upDiscover connections that help you move forward.

Dots connects information across your apps, conversations, and agent sessions to find insights you might otherwise miss. It suggests useful next steps when they can help you make progress, without waiting for you to ask.

“Your support notes and onboarding feedback describe the same setup issue. Simplifying that step could address both.”
This illustrates a suggestion Dots could make.

Working with AI should require less cognitive load.

Attention Lab builds tools that help people and AI agents work together. Dots begins with individual engineers and is being built to grow into shared learning infrastructure for organizations.

We aim to connect each intervention to attention signals and work outcomes, so Dots can learn what to surface and when to intervene. With permission, those lessons can help teams and their agents work better together.

You control what Dots remembers.

Dots keeps raw captures and personal history on your Mac. You can control capture, exclude applications, and ask Dots to forget information. We plan to add team sharing with your explicit permission.

Try Dots on your Mac.

Dots is in development for macOS. A public download isn’t available yet.

The public release is coming.