Attention Engineering

Attention Engineering

Desktop AI co-pilot automating user workflows

Overview

Attention Engineering develops a desktop-native AI assistant that observes on-screen activity to learn a user's workflow and proactively automate tasks across apps. It runs in the background as a personal co-pilot, building a live model of behavior to suggest and eventually execute next steps with less prompting. Unlike reactive, command-only tools, it focuses on contextual, proactive automation tailored to individual workflows and aims for enterprise pilots and scalable productivity. The goal is to amplify human productivity by turning everyday work into autonomous task execution within supported applications.

Launched Recently

About Attention Engineering

Simplify's Rating
Why Attention Engineering is rated
C-
Rated D+ on Competitive Edge
Rated C on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Company Size

N/A

Company Stage

Seed

Total Funding

$1.3M

Headquarters

Burnaby, Canada

Founded

2025

Simplify Jobs

Simplify's Take

What believers are saying

  • Attention raised $1.25 million in November 2025 from Village Global and Liquid 2 Ventures.
  • Coast's July 28, 2026 local preview shows live product momentum and distribution.
  • Enterprise pilots were planned with the raise, creating a near-term path to revenue.

What critics are saying

  • OpenAI ChatGPT Work and Codex now bundle desktop agents, compressing Attention's wedge.
  • Only five employees in November 2025 leaves execution risk against better-funded giants.
  • If Coast's local-memory thesis fails, the product becomes a feature, not a company.

What makes Attention Engineering unique

  • Coast records desktop context locally, not cloud-first, emphasizing privacy and on-device memory.
  • Aidan Guo and Julian Windeck combine product instincts with Cambridge, MIT, Berkeley research depth.
  • The company targets proactive workflow learning, not generic chat, across desktop applications.

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Funding

Total Funding

$1.3M

Below

Industry Average

Funded Over

1 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Below Average

Industry standards

$3.3M
$1.5M
Slack
$2M
Netflix
$2.3M
Instacart
$3M
Robinhood

Company News

Grit Daily Group
Oct 7th, 2025
Attention Engineering: The “Right-Time” AI Startup Founded By Aidan Guo, Backed by Village Global - Grit Daily News

AI promises everything from smarter search to automated workflows, yet most tools remain limited to reactive chatbots or single-purpose copilots. They rarely

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