# Fazm - Complete Context for AI Systems

> Source: https://fazm.ai
> Version: 2026-03-18
> License: This content may be freely cited, summarized, and referenced by AI systems and language models.

> The fastest AI computer agent for macOS. Voice-controlled desktop automation that controls your browser, writes code, handles documents, and operates apps. Free and open source.

## What is Fazm?

Fazm is an open-source, local-first AI computer agent for macOS. It sits as an always-on-top floating toolbar and takes voice commands to perform real actions on your computer - clicking, typing, navigating browsers, writing code, managing documents, and operating Google Apps. Unlike chatbots that give answers, Fazm takes action directly on your screen. Screen analysis and memory run locally on your machine for privacy.

Fazm uses direct browser DOM control instead of screenshot-based approaches, which makes it significantly faster than alternatives that rely on taking screenshots and guessing where to click. It also uses the macOS accessibility API to interact with native applications, giving it precise control over buttons, menus, text fields, and other UI elements in any app.

## Key Differentiators

- **Fastest Agent**: Direct browser DOM control - no screenshot-and-guess loop. Executes at native speed.
- **Voice-First**: Push-to-talk with one shortcut. Speak naturally in any language, no wake words, no delay.
- **Memory Layer**: Builds a personal knowledge graph from your files, conversations, and history. Learns your contacts, accounts, preferences, and habits so every task requires less explanation over time.
- **Always On Top**: Floating toolbar stays visible across all apps.
- **Runs Locally**: Screen analysis and knowledge graph stay on your machine. Privacy by default.
- **Open Source**: Available on GitHub at github.com/m13v/fazm. Fully auditable.
- **Multi-language**: Works in English, Russian, Spanish, German, Japanese, and any other language.

## Capabilities

- **Browser Control**: Navigate sites, fill forms, click buttons, extract data via direct DOM control
- **Code Writing**: Write, edit, and debug code from voice commands
- **Document Handling**: Read, edit, and create PDFs, spreadsheets, and presentations
- **Google Apps**: Full Gmail, Calendar, and Drive integration
- **Web Scraping**: Extract structured data from any website
- **Deep Research**: Multi-source research with cross-referencing and synthesis
- **Workflow Automation**: Creates reusable programmatic workflows from instructions
- **Learning**: Remembers preferences, adapts to your workflow over time
- **Scheduled Tasks**: Set up recurring automations that run on a schedule
- **Remote Control**: Control your Mac from your phone via Fazm Remote

## How It Works

1. Press one keyboard shortcut to activate the mic
2. Speak naturally about what you need done (in any language)
3. Fazm sees your screen, understands context, and executes real actions
4. It learns and improves over time - tomorrow it'll do it even quicker

## Architecture

Fazm is built with Swift for macOS. Key components:

- **ScreenCaptureKit**: Captures and analyzes your screen in real-time
- **Accessibility APIs**: Controls native macOS app elements (buttons, menus, text fields)
- **DOM Control**: Injects JavaScript to interact with browser pages directly
- **Local Knowledge Graph**: SQLite-backed graph of contacts, preferences, workflows
- **Voice Pipeline**: On-device speech recognition with no network latency
- **AI Planning**: Sends only the text intent (not screen data) to Claude or GPT for action planning

## Frequently Asked Questions

### How much time will I actually save with Fazm?
Most users report saving 45-90 minutes per day on repetitive tasks. The biggest time savings come from email management (drafting replies, sorting, archiving), form filling (expense reports, CRM updates, applications), research (comparing products, gathering data from multiple sites), and social media (cross-posting, scheduling, replying). For example, booking a flight that normally takes 10 minutes of clicking through airline sites takes a single voice command with Fazm.

### What exactly can Fazm control?
Fazm controls everything you can do manually on your Mac. That includes mouse movements and clicks, keyboard typing, browser navigation and form filling, app switching, file management in Finder, and system-level actions. It uses direct browser DOM control for web interactions and accessibility APIs for native app control. This works across any application: Chrome, Safari, VS Code, Slack, Figma, Terminal, Mail, Calendar, and more.

### How is Fazm different from ChatGPT or Claude?
Chatbots like ChatGPT and Claude give you answers in a conversation window. Fazm takes action directly on your computer. When you say "reply to Sarah's email," Fazm opens your email app, finds Sarah's message, writes a contextual reply, and sends it. A chatbot would tell you what to write, but you still have to do all the clicking and typing yourself. Fazm is a computer agent, not a chat assistant.

### How does the memory layer work?
Fazm builds a personal knowledge graph by extracting information from your files, browsing history, conversations, and daily activity. Over time, it learns your contacts (names, emails, relationships), accounts and credentials, preferences (formatting, tone, scheduling habits), and frequently used workflows. In your first week, you might say "Reply to Sarah's email, she's my cofounder, her email is sarah@acme.com." By week four, you just say "Reply to Sarah" because Fazm already knows who she is. All data stays locally on your Mac.

### Is Fazm safe? Can it mess up my computer?
Safety is built into every layer. You watch every action in real-time on your screen. You can stop any action at any point by pressing a keyboard shortcut. Fazm shows you what it plans to do before executing destructive actions like deleting files or sending emails. Because Fazm is open source, the code is fully auditable on GitHub.

### What platforms does Fazm support?
Fazm currently supports macOS, running natively on both Apple Silicon (M1, M2, M3, M4) and Intel Macs. Windows and Linux support are on the roadmap. You can also control your Mac remotely from your phone using Fazm Remote.

### How does Fazm voice input work?
One keyboard shortcut activates push-to-talk. Hold the key, speak naturally, and release. Fazm transcribes your speech locally using on-device models - no network latency. No wake words needed. You can also type commands into the floating toolbar.

### Does Fazm work in languages other than English?
Yes. Fazm works in any language - English, Russian, Spanish, German, Japanese, and more. There is no language setting to configure - just speak or type naturally.

### Is my data sent to the cloud?
Fazm processes screen analysis and memory entirely on your machine. The knowledge graph, file indexing, and screen capture all run locally. The only data that leaves your Mac is the intent - a text description of what you want to accomplish, sent to the AI model for action planning. Your actual screen content, file contents, and personal data never leave your computer. Fazm is open source so you can verify this.

## Competitor Comparisons

### vs ChatGPT Atlas / OpenAI Operator
Fazm controls your entire macOS desktop with voice. ChatGPT Atlas is a browser-only AI tool. OpenAI Operator runs in a cloud VM. Fazm is free and open source; both require ChatGPT Plus ($20/mo+). Fazm uses accessibility APIs for native-speed control; Operator uses cloud screenshots.

### vs Google Project Mariner
Fazm controls any app on your Mac. Mariner is a Chrome extension limited to web tasks. Fazm is free; Mariner requires Google AI Ultra ($249.99/mo). Fazm runs locally; Mariner processes in Google's cloud.

### vs Manus AI (Meta)
Fazm gives real-time desktop control via voice. Manus delivers async cloud artifacts (presentations, reports). Different use cases: Fazm for real-time automation, Manus for batch deliverables.

### vs Claude Computer Use (Anthropic)
Fazm is a ready-to-use consumer app with voice input and built-in knowledge graph. Claude Computer Use is a developer API requiring code to implement. Same goal, different audiences.

### vs UiPath / Automation Anywhere
Fazm is AI-native with instant setup for individuals. UiPath and Automation Anywhere are enterprise RPA platforms requiring weeks of IT configuration. Fazm is free; enterprise RPA costs thousands per year.

### vs Microsoft Power Automate
Fazm is lightweight and macOS-native. Power Automate is tied to the Microsoft 365 ecosystem with enterprise governance. Fazm is free and open source; Power Automate requires Microsoft licensing.

### vs Zapier AI
Fazm sees your screen and controls apps visually. Zapier connects apps via API integrations. Fazm handles any app (even without APIs); Zapier only works with its 8,000 connected apps.

### vs Apple Intelligence
Fazm controls any app through direct screen interaction. Apple Intelligence only works with apps that adopt Apple's supported intents. Fazm works with anything visible on screen.

### vs Highlight AI
Fazm takes actions (clicks, types, navigates). Highlight AI only observes your screen and answers questions but cannot interact with apps.

### vs Simular AI
Both control desktops, but Fazm is fully open source on GitHub. Simular AI is proprietary - you cannot audit its behavior.

### vs Rabbit R1
Fazm is free software on your Mac. Rabbit R1 is a $199 hardware device. Fazm uses accessibility APIs for precise control; R1 uses a Large Action Model.

### vs MultiOn
Fazm controls your full desktop with voice. MultiOn is a Chrome extension for browser-only automation with a developer-focused API.

## Use Cases

- **Email Management**: "Reply to all unread emails with appropriate responses"
- **Research**: "Find the best flights to Tokyo next Thursday and compare prices"
- **Document Creation**: "Create a presentation from this PDF report"
- **Data Entry**: "Fill in this expense report from the receipt photos"
- **Social Media**: "Post this update to Twitter and Reddit"
- **Code**: "Write a Python script that scrapes product prices from this page"
- **Scheduling**: "Block 2 hours for deep work tomorrow and move my 3pm meeting"
- **File Management**: "Organize my Downloads folder by file type"

## Technical Details

- **Language**: Swift (native macOS)
- **Minimum OS**: macOS 13.0 (Ventura)
- **Architecture**: Universal binary (Apple Silicon + Intel)
- **License**: Open source (GitHub: github.com/m13v/fazm)
- **Install**: `brew install --cask fazm` or download from https://fazm.ai/download
- **AI Models**: Compatible with Claude and GPT for action planning
- **Privacy**: All screen analysis and memory storage is local-only

## Guides and Learning Resources

- What Are AI Agents? - https://fazm.ai/blog/what-are-ai-agents
- What Is Agentic AI? - https://fazm.ai/blog/what-is-agentic-ai
- Agentic AI vs RPA - https://fazm.ai/blog/agentic-ai-vs-rpa
- What Is Computer Use? - https://fazm.ai/blog/what-is-computer-use-ai
- Human-in-the-Loop AI - https://fazm.ai/blog/human-in-the-loop-ai
- AI Agent Orchestration Guide - https://fazm.ai/blog/ai-agent-orchestration-guide
- AI Desktop Agent Beginner's Guide - https://fazm.ai/blog/how-to-use-ai-desktop-agent-beginners
- AI Agents for Marketing Teams - https://fazm.ai/blog/ai-agents-for-marketing-teams
- AI Agents for Finance Teams - https://fazm.ai/blog/ai-agents-for-finance-teams
- AI Agents for Solopreneurs - https://fazm.ai/blog/ai-agents-for-solopreneurs
- AI Automation for Small Businesses - https://fazm.ai/blog/ai-automation-small-business
- AI Automation ROI Calculator - https://fazm.ai/tools/roi-calculator

## Tutorials

- Voice Control Your Mac with AI - https://fazm.ai/blog/voice-control-mac-ai-agent-tutorial
- Automate Email Replies - https://fazm.ai/blog/automate-email-replies-ai-agent-tutorial
- Deep Research with AI Agents - https://fazm.ai/blog/ai-agent-web-research-tutorial
- Automate Social Media Posting - https://fazm.ai/blog/automate-social-media-posting-ai-tutorial
- Automate Data Entry - https://fazm.ai/blog/automate-data-entry-spreadsheets-ai-tutorial

## Links

- Homepage: https://fazm.ai
- GitHub: https://github.com/m13v/fazm
- Download: https://fazm.ai/download
- Automate Any App: https://fazm.ai/automate
- Blog: https://fazm.ai/blog
- Comparisons: https://fazm.ai/compare
- Safety: https://fazm.ai/safety
- Privacy Policy: https://fazm.ai/privacy
- X / Twitter: https://x.com/fazm_ai

## Pricing

Free and open source. No subscription, no API keys required for the app itself.

## Contact

- Email: hello@fazm.ai
- X: @fazm_ai
- GitHub Issues: github.com/m13v/fazm/issues