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 Cross-Tool Automation - Route Tasks Between ChatGPT, Claude, and Apps

Modern work involves switching between a dozen apps and AI tools dozens of times a day. The overhead of copying content from one place to another, framing it correctly for the right AI tool, and then moving the output somewhere else adds up to a surprising amount of manual work. Fazm acts as the connective tissue between your apps - moving content, routing tasks to the right tool, and handling verification steps so you do not have to.

The Copy-Paste Tax You Pay Every Single Day

Every time you need to move content between apps, you pay a small tax. You switch tabs, select the right text, copy it, switch to another tab, paste it, add context, send it, wait for a result, copy the output, switch tabs again, paste the output somewhere else. When this happens once it is just a few seconds. When it happens 20 times a day across multiple tools, it consumes real chunks of your working hours.

The problem compounds when the workflow spans AI tools. Getting an assignment prompt from Canvas, sending it to ChatGPT with the right context, taking the output to a humanizing tool, running a GPTZero check, and pasting the final result into a Google Doc involves six or more tab switches and several careful copy-paste operations. One wrong step - copying the wrong text, missing context in the prompt - derails the whole sequence.

Fazm handles these multi-step cross-app workflows with a single instruction. You describe what you want done and which apps are involved, and Fazm executes the entire sequence - navigating, reading, copying, pasting, prompting, and verifying - without you needing to touch any individual step.

Real Cross-Tool Workflows Fazm Has Handled

"Right. Open my Canvas with the our lions of Mozambique assignment. Copy and paste that into ChatGPT and tell it it's the assignment prompt."

"Humanize the text that I've currently opened tab two on my Google Docs so I could submit it, and then check that it is confidently human using GPT zero."

"Take the code in my VS Code file, paste it into Claude, ask it to refactor for readability, and put the result back"

"Open the research doc in Google Drive and summarize it using Perplexity"

"Copy the email I'm drafting in Gmail to Claude and ask it to make the tone more direct"

How Fazm Handles a Canvas-to-ChatGPT Workflow

Here is the exact sequence when you ask Fazm to "open the Canvas assignment and copy it to ChatGPT as the assignment prompt":

Fazm opens Canvas and navigates to the assignment

Fazm opens your browser, navigates to Canvas LMS, finds the specific assignment you named (matching by title or subject), and opens the assignment page.

Fazm reads the assignment content

The agent reads the full assignment prompt text, including any instructions, rubric details, and attached files mentioned in the description. It understands what constitutes the 'prompt' versus supplementary material.

Fazm switches to ChatGPT

Fazm opens a new ChatGPT conversation (or uses an existing one if specified). It navigates to the correct project or conversation context if you have one set up.

Fazm frames the prompt correctly

Rather than dumping raw text, Fazm adds the framing you specified - 'this is the assignment prompt' - before pasting the Canvas content. This context framing makes a significant difference to ChatGPT's response quality.

Fazm captures and routes the output

Once ChatGPT responds, Fazm can copy the output and move it wherever you need it - a Google Doc, a text file, an email draft - or run it through a follow-up tool like a humanizer or AI detector.

What You Get from Automated AI Tool Routing

Eliminate manual copy-paste chains

Multi-step workflows that involve four or five tab switches and copy-paste operations happen automatically, start to finish.

Consistent prompt framing

Fazm adds the right context to every AI request - not just raw pasted text - so you get better outputs from ChatGPT, Claude, and other tools.

Any app combination

Fazm works with any combination of web apps on macOS. Canvas, Google Docs, ChatGPT, Notion, email - the specific apps do not matter to Fazm.

Frequently Asked Questions

What AI tools can Fazm route tasks between?

Fazm can work with any AI tool accessible through a web browser or desktop app on your Mac, including ChatGPT, Claude, Gemini, Perplexity, and others. It copies content into the chat interface, sends prompts, and captures the output - no API keys or integrations required.

Can Fazm automate multi-step workflows that span several apps?

Yes. Fazm is designed for exactly this type of multi-step, multi-app workflow. You describe the end goal and Fazm figures out the sequence of steps across apps - reading from one, processing in another, pasting output in a third, and verifying the result in a fourth.

Can Fazm copy assignments from Canvas LMS to ChatGPT?

Yes. Users have asked Fazm to open a specific Canvas assignment page, extract the assignment prompt text, switch to ChatGPT, and paste the content with framing instructions like 'this is the assignment prompt'. Fazm handles the copy-paste workflow across browser tabs automatically.

Can Fazm work with GPTZero or other AI detection tools?

Yes. Fazm can paste text into GPTZero or similar AI detection tools, run the check, read the result, and report back to you. This is useful for verifying whether text passes AI detection before submission.