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 Plex Automation

Running a Plex media server is rewarding until you realize how much time goes into maintenance. Finding missing content, downloading subtitles, renaming files, organizing folder structures, and triggering library scans - these repetitive tasks add up fast. Fazm automates the entire Plex management workflow on your Mac.

Plex Library Maintenance is a Never-Ending Chore

Anyone who runs a home Plex server knows the maintenance grind. You add a new movie, but the filename is "movie.2024.1080p.BluRay.x264-GROUP.mkv" and Plex doesn't recognize it. So you rename it to "Movie Name (2024).mkv", create the proper folder, move it to your NAS, and wait for the library scan. Multiply that by hundreds of files and you have a part-time job on your hands.

Subtitles are another constant headache. Half your foreign films are missing subs. You have to visit OpenSubtitles or Subscene, search for each movie individually, download the right language and format, rename the subtitle file to match the movie file exactly, and place it in the same directory. For a library of any meaningful size, this process alone can take an entire weekend.

Then there is the discovery problem. Your watchlist keeps growing, but checking which titles are already in your library versus which ones need to be added requires manually cross-referencing lists. Fazm eliminates all of this by treating Plex management as an automated, repeatable workflow.

Plex Tasks You Can Automate

✓"Find movies missing from my Plex library and add them to my NAS"

✓"Find and download subtitles for all movies in my Plex without them"

✓"Set up a new show on my Plex server from the NAS"

✓"Rename all files in my Movies folder to match Plex naming conventions"

✓"Cross-reference my IMDb watchlist with my Plex library and show what's missing"

How Fazm Manages Your Plex Server

Connect to your Plex server

Open the Plex web interface in your browser. Fazm interacts with Plex through the same interface you use - no API tokens or complex setup required. It reads your library contents, sees what's available, and identifies what needs attention.

Fazm scans your library

Fazm navigates through your Plex sections - Movies, TV Shows, Music - and catalogs what's there. It can check for missing subtitles, unmatched items, improperly named files, or gaps compared to a watchlist you provide.

Files get organized on your NAS

Fazm opens Finder, browses your NAS file shares, renames files to match Plex's expected naming format, creates proper folder structures, and moves content to the right library sections. No more manual drag-and-drop sorting.

Subtitles and metadata handled

For movies missing subtitles, Fazm visits subtitle databases, downloads matching files in your preferred language, renames them correctly, and places them alongside the media. Then it triggers a Plex library scan so everything updates automatically.

Plex Tasks Fazm Handles

✓Bulk file renaming to Plex naming standards

✓Subtitle discovery and matching across languages

✓Library gap analysis against watchlists

✓NAS folder structure creation and organization

✓Triggering library scans after file changes

✓Cross-referencing IMDb or TMDB for missing metadata

✓Setting up new TV shows with proper season folders

✓Identifying and removing duplicate media files

Why Plex Users Choose Fazm

No API setup needed

Unlike Sonarr, Radarr, or custom scripts, Fazm works through the same Plex web interface you already use. No API tokens, no YAML configs, no Docker containers to maintain.

Handles the full workflow

From identifying missing content to renaming files, organizing your NAS, downloading subtitles, and triggering scans - Fazm chains all the steps together into one command.

Works with your existing setup

Whatever your NAS brand, folder structure, or Plex configuration, Fazm adapts. It reads your actual file system and Plex library state rather than assuming a specific setup.

Frequently Asked Questions

How does Fazm find missing movies in my Plex library?

Fazm opens your Plex web interface, scans your current library, and cross-references it against a source you specify - your IMDb watchlist, a curated list, or a genre search. It identifies gaps and can help locate and organize missing content on your NAS.

Can Fazm download subtitles for my Plex library?

Yes. Fazm identifies movies and shows lacking subtitles, navigates to subtitle databases, downloads matching files in the correct language, and places them alongside media files with proper naming so Plex picks them up automatically.

Does Fazm rename files to match Plex naming conventions?

Yes. Fazm understands Plex's naming requirements and renames files in bulk, creates proper folder structures, and moves everything to the correct location on your NAS.

Can Fazm set up a new TV show on my Plex server?

Absolutely. Tell Fazm the show name and it handles folder creation, episode naming, file placement, and triggering a library scan so the show appears with proper metadata.

Automate Your Plex Server Today

Download Fazm and let AI handle the Plex maintenance so you can focus on watching.

Download Fazm

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