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Attention Engineering

Category: AI Agents

An AI-powered desktop assistant that learns user patterns to anticipate and automate tasks. Attention Engineering was founded in 2025. The company is led by Aidan Guo. Based in San Francisco, USA. Team size: 1-10. Total funding raised: $1.25M. Latest round: Pre-seed. Key investors include Lukas Haas (Google DeepMind), Marvin von Hagen, Felix Schlegal, Bryan Pellegrino, Village Global, Liquid 2 Ventures.

Founded
2025
Headquarters
San Francisco, USA
Team size
1-10
Total funding
$1.25M

Value proposition

To proactively assist users by learning their habits and automating their next actions, saving time and improving focus.

Products and solutions

General desktop assistant

Unique value

Their approach is proactive rather than reactive. The AI learns from user behavior to predict and automate the next action, aiming to provide assistance at the 'right time'.

Target customer

Knowledge workers and professionals seeking to enhance productivity.

Industries served

General productivity/cross-industry

Technology advantage

The core technological advantage is the development of a predictive AI that operates in the background to understand and automate user workflows. A key business advantage is the young, driven founding team with strong investor backing.

How they differentiate

Attention Engineering is developing a general desktop assistant that operates in the background, learning from user patterns to predict needs. They are also creating a suite of specialized AI agents to automate sales tasks, viewing conversation data as one of many inputs to orchestrate work.

Main competitors

Devin AI, Moveworks, Synera

Key partnerships

Village Global, Lukas Haas (Google DeepMind)

Notable customers

Not publicly available

Major milestones

Successfully raised $1.25M in pre-seed funding in November 2025.

Growth metrics

Not publicly available

Market positioning

Positioned as an AI-powered tool that assists professionals by automating and augmenting their work, rather than replacing them.

Geographic focus

USA

Patents and IP

No public information available.

About Aidan Guo

Previously bootstrapped an eco-stationery company to six-figure revenue and ran a 'cook group' for sneaker botting. Dropped out of Carnegie Mellon University to pursue entrepreneurship full-time.

Official website: