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. Filing an expense report that requires opening a PDF, extracting numbers, and entering them into a spreadsheet becomes one spoken sentence. The more repetitive and multi-step your daily work is, the more time you get back.

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 - meaning it reads and manipulates the actual page structure rather than taking screenshots and guessing where to click. For native macOS apps, Fazm uses accessibility APIs to interact with buttons, menus, text fields, and other UI elements. 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 moves your mouse, types on your keyboard, clicks buttons, and navigates between apps. It 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. By week eight, Fazm can draft the reply before you even ask. All of this data stays locally on your Mac - your knowledge graph never leaves your machine or gets sent to any cloud service.

Is Fazm safe? Can it mess up my computer?

Safety is built into every layer of Fazm. You watch every action in real-time on your screen - Fazm moves your mouse and types visibly, so there is nothing hidden. You can stop any action at any point by pressing a keyboard shortcut. Fazm also shows you what it plans to do before executing destructive actions like deleting files or sending emails, giving you a chance to confirm or cancel. Because Fazm is open source, the code is fully auditable on GitHub. There is no hidden behavior, no background processes making changes you cannot see, and no actions that bypass your screen.

What platforms does Fazm support?

Fazm currently supports macOS, running natively on both Apple Silicon (M1, M2, M3, M4) and Intel Macs. It is built with Swift and uses macOS-specific frameworks like ScreenCaptureKit for screen analysis and Accessibility APIs for app control, which is why macOS is the primary platform. Windows and Linux support are on the roadmap but do not have release dates yet. You can also control your Mac remotely from your phone using Fazm Remote, which gives you voice access to your desktop while you are away from your computer.

How does Fazm voice input work?

One keyboard shortcut activates push-to-talk. Hold the key, speak naturally about what you need done, and release. Fazm transcribes your speech locally using on-device models, so there is no network latency for the voice recognition step. You do not need wake words like 'Hey Siri' or 'OK Google' - just press and talk. You can also type commands into the floating toolbar if you prefer text input. Fazm understands natural language, so you do not need to memorize specific commands. Say 'book me a flight to Tokyo next Thursday' or 'find the cheapest AirPods on Amazon' and Fazm figures out the steps.

Does Fazm work in languages other than English?

Yes. Fazm works in any language - English, Russian, Spanish, German, Japanese, and more. You can speak or type in your preferred language and Fazm will understand and act. Some of our most active users run their entire workday in Russian, issuing voice commands to manage Jira tickets, write Slack messages, and navigate internal tools. There is no language setting to configure - just speak or type naturally and Fazm handles it.

Is my data sent to the cloud?

Fazm processes screen analysis and memory entirely on your machine. The personal 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, which is sent to the AI model (Claude or GPT) for action planning. Your actual screen content, file contents, browsing history, and personal knowledge graph never leave your computer. Fazm is also open source, so you can verify exactly what data is transmitted by reading the code on GitHub. For users who need complete air-gapped operation, local model support is planned.

AI Media & Entertainment Automation

Managing a personal media collection has become a second job. Between keeping Plex libraries updated, organizing thousands of photos, finding subtitles, and converting file formats, the maintenance overhead eats into the time you should be spending actually enjoying your content. Fazm automates all of it.

Media Management Shouldn't Be This Much Work

If you run a home media server, you know the drill. New content needs to be properly named and placed in the right folder structure. Subtitles need to be found and matched to the correct files. Your photo library from the last vacation is sitting in a Downloads folder as an unsorted dump of IMG_4523.jpg through IMG_4891.jpg. That YouTube playlist you want for offline listening needs to be downloaded, converted to MP3, and tagged with proper metadata.

Each of these tasks involves multiple steps across different applications. Organizing photos means opening Finder, checking EXIF data, creating date-based folders, and dragging files around. Managing Plex means opening the web interface, checking what is missing from your library, finding the content, downloading it, renaming it to match Plex's naming conventions, moving it to your NAS, and triggering a library scan.

Fazm handles these multi-step workflows end to end. You give one voice command, and Fazm works through each application on your Mac to complete the entire process.

Media Tasks You Can Automate

✓"Find movies missing from Plex library"

✓"Download YouTube playlist and convert to MP3"

✓"Find and download subtitles for movies"

✓"Organize vacation photos by date and location"

✓"Convert vinyl collection spreadsheet to Discogs wishlist"

✓"Set up new show on Plex server"

These are real prompts you can give Fazm. Each one triggers a multi-step workflow across your Mac's applications.

How Fazm Manages Your Media

Describe the media task

Press the hotkey and tell Fazm what you need. Be as specific as 'Find movies from my IMDb watchlist that are missing from Plex and add them to my NAS' or as simple as 'Organize my vacation photos'.

Fazm navigates your apps

Fazm opens the relevant applications - Plex web interface, Finder, your browser, photo apps, or media tools. It reads your library contents, browses external sources, and identifies what needs to be done.

Files get organized automatically

Fazm renames files to match naming conventions, creates proper folder structures, moves content to the right locations, and handles format conversions. Your NAS, Plex library, and photo folders end up properly organized.

Library gets updated

After moving files and organizing content, Fazm triggers library scans in Plex, updates metadata, and verifies that everything is properly recognized. You get a clean, complete media library without manual intervention.

Why Media Enthusiasts Love Fazm

Works with any app

Plex, VLC, Apple Photos, Finder, YouTube, Spotify, Handbrake - Fazm controls any application on your Mac through direct desktop interaction. No API keys or integrations needed.

Multi-step workflows

Media tasks usually involve 5-10 steps across 3-4 different apps. Fazm chains these steps together into a single automated workflow you can trigger with one command.

Files stay on your Mac

Your media collection is personal. Fazm processes everything locally - no uploading photos to cloud services, no sharing your library data, no privacy concerns.

Explore Media Automation Use Cases

Dive into specific media workflows that Fazm can handle for you.

AI Plex Automation

Manage your Plex library, downloads, and subtitles automatically.

AI Photo Organization

Sort photos by date and location, remove duplicates automatically.

Frequently Asked Questions

What media apps does Fazm work with?

Fazm works with any macOS application including Plex, VLC, Apple Photos, Finder, YouTube in the browser, Spotify, Apple Music, and media tools like Handbrake. Since Fazm controls your desktop directly, it can interact with any app visible on screen.

Can Fazm organize my photo library?

Yes. Fazm can sort photos by date taken, group them by GPS location, remove duplicates, rename files based on EXIF metadata, and organize them into folders. It works with Apple Photos, Finder, and any photo management app.

Does Fazm work with Plex and NAS setups?

Absolutely. Fazm can interact with the Plex web interface, browse NAS file shares mounted on your Mac, find missing media, download subtitles, rename files to match Plex conventions, and trigger library scans.

Can Fazm download and convert YouTube videos?

Yes. Fazm can navigate to YouTube playlists, use download tools on your Mac, and convert files to MP3 or other formats. It handles the entire workflow from finding content to organizing output files.

Is my media processed locally?

Yes. All media management happens on your Mac. Your files, photos, and library data never leave your machine.

Automate Your Media Library Today

Download Fazm for macOS and spend your time enjoying content instead of organizing it.

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