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 C on Competitive Edge
Rated C on Growth Potential
Rated D+ on Differentiation

Industries

Data & Analytics

Robotics & Automation

Enterprise Software

AI & Machine Learning

Company Size

N/A

Company Stage

Seed

Total Funding

$1.3M

Headquarters

Burnaby, Canada

Founded

2025

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Simplify's Take

What believers are saying

  • $1.25 million pre-seed funds engineering hires and enterprise pilots.
  • Proactive execution can automate repetitive follow-ups, drafting, and file retrieval.
  • Personalized workflow modeling can expand into multiple vertical and function-specific agents.

What critics are saying

  • macOS, Windows, or browser permissions can block screen capture and automation hooks.
  • Enterprise buyers reject continuous recording because of privacy, security, and labor concerns.
  • OpenAI, Anthropic, and Microsoft can bundle similar ambient assistance into existing products.

What makes Attention Engineering unique

  • Desktop-native assistant learns workflows from continuous on-screen observation.
  • Positions automation as augmentation, not replacement, for existing workers.
  • Founded by Aidan Guo and Julian Windeck, with technical and entrepreneurial credibility.

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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

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