AI Edge Foresight: Google's No-Bot Note Taker

Anyone who has sat through enough meetings knows the real problem isn't the meeting itself. It's what happens afterwards, when nobody remembers who agreed to what. That's why AI note takers have become one of the most popular uses of AI at work. They come with a question, though: where does the audio of your meeting go?

Google AI Edge Foresight, announced on October 6, 2026, answers that question in an unusual way. It's an experimental Mac app that listens to your meetings, helps turn your shorthand into notes and searches your own files, and Google says all of it runs on your own computer. Its product page says the transcript and audio are "processed on your computer — not in the cloud", and that it works offline.

This guide covers what Foresight does, which two AI models sit inside it, how it compares with Granola using each company's own pages, and where the limits are.

What is AI Edge Foresight?

Google describes AI Edge Foresight as an experimental app that brings "a context-aware meeting companion directly to your device". It helps you take notes during a meeting, then index and recall your transcripts and private files. Today there is a download for macOS only.

The important word is local. Google's FAQ says all AI inference "runs 100% locally" on your device using on-device Gemma models, and that your meeting audio, notes and knowledge sources never leave your computer. The same FAQ says Foresight is "completely offline-first", so you can use it on a plane or in a secure facility.

That makes it a good example of edge AI: running AI models on your own device rather than in a distant data center. It's the same idea behind many edge AI examples, from phones that process photos on the spot to sensors that make decisions without calling home.

An AI note taker without a bot

Most AI meeting tools work by sending a bot into your video call. It shows up in the participant list, often with a name like "Notetaker", and records everything. People have mixed feelings about that. In client calls it can look awkward, some participants find it intrusive, and it does nothing for meetings that happen in a real room.

Foresight takes a different route. Google says it integrates "with your system audio and microphone" and works with any meeting platform, and the FAQ lists Google Meet, Zoom and offline conversations. Because it transcribes local system audio instead of joining the call, no bot appears, and it also works for face-to-face meetings.

This "no bot" approach isn't unique to Google. Granola's homepage also says it "uses your computer audio, so doesn't invite a bot". What differs is where the audio goes next, which the comparison below covers.

What AI Edge Foresight can do

Based on Google's announcement and product page, Foresight offers:

• Shorthand into polished notes. You scribble quick bullets, and Foresight enriches them using the meeting transcript. It works for video conferencing and face-to-face meetings.
• A local knowledge base. You can point it to project folders, reference materials, diagrams and your calendar, and connect local folders and Google Drive. The FAQ lists supported sources: PDFs, Google Docs, Microsoft Office formats, plain text, Markdown files and web bookmarks. You can tag sources with custom labels and filter by category.
• Chat. You can ask questions and get retrieval and summaries drawn from your own material.
• Live Assistance. Google says it can listen during a call and, when a topic from your imported files comes up, show proactive context cards with exact citations.

Because PDF is on the supported list, a practical tip is to prepare your sources first. If your reference material is scattered, you can merge PDF files into one document, and photos of a whiteboard become a single file if you turn the photos into a PDF. Both tools run in your browser, so the files stay on your device too.

The two AI models inside Foresight

Google's pages name two models, and they do different jobs.

EmbeddingGemma 2 is the search model. Google's product page describes it as a 740-million-parameter on-device model that maps text, images, video and audio into a single "vector space". In plain English, it turns every file and every sentence into a list of numbers that captures its meaning, so a question can be matched with a relevant passage, image or recording even when the words differ. Google's blog adds that it is built on the Gemma 4 architecture and released under an Apache 2.0 license.

Gemma 4 is the reasoning model. Google's blog says to pair EmbeddingGemma 2 "for local file retrieval with Gemma 4 for contextual reasoning". So one model finds the right material in your files, and the other reads it and writes the answer or note. This two-step pattern is often called retrieval-augmented generation, and Google says Foresight runs it fully on the device.

If the terms "parameters" and "model" are new, our plain-English explainer on how AI actually works covers them. For scale, 740 million parameters is about a thousandth of the 816 billion in Meta's Muse Spark Open.

AI Edge Foresight vs Granola

Granola is the best-known note taker in this style, so it is the natural comparison. The table uses only each company's own pages, checked on November 6, 2026.

	Google AI Edge Foresight	Granola
Bot joins the call?	No, uses system audio and microphone	No, "uses your computer audio"
Where AI runs	On your device, per Google	Cloud: transcription by providers such as Deepgram and Assembly, summaries by providers such as OpenAI and Anthropic, per Granola's security page
Audio	Processed on your computer	Not stored; transcribed in real time on Mac and Windows
Notes and transcripts	Stay on your Mac, per Google	Stored in Granola's US-hosted cloud; kept indefinitely unless you delete them
Offline	Yes	Notes can be viewed offline; transcription and summaries use the cloud
Platforms	macOS download	macOS, Windows, iOS, Android
Price	Not stated; Google says "no cloud subscription costs"	Free plan at $0, paid plans listed at $14 and $35 per user per month
Model training	Not applicable, per Google nothing leaves the device	Third parties may not train on your data; Granola trains on anonymized data unless you opt out

Granola's page also says you "may need to get permission from participants" before transcribing, depending on where they are.

The trade-off is clear. Granola is more mature, has team features and runs on four platforms, and it processes your meeting in the cloud. Foresight keeps everything on the Mac and, for now, is a Mac-only experiment. Either way, an app that reads your folders raises a permissions question, which our guide to macOS Full Disk Access for AI agents explains.

Follow the audio: where your meeting goes

A simple way to compare any note taker is to follow one sentence from your mouth to your notes.

With Foresight, according to Google, the sentence is captured from your Mac's audio, transcribed on the Mac, matched against your files by the on-device embedding model, and turned into notes by the on-device Gemma model. Nothing is sent to a server.

With Granola, according to its security page, you start the app manually, it captures your microphone and computer audio, and the audio is transcribed by outside providers in real time. The audio is not stored, but the transcript and notes are stored in Granola's US-hosted cloud, and AI providers summarize the meeting. Granola says its providers may not train on your data and that you can opt out of Granola's own training in Settings.

Neither route is wrong. The question is whether the content of your meetings is something you are comfortable sending out, and the answer can differ for a casual team stand-up and a confidential client call.

Who should try it?

An offline AI note taker makes the most sense for people whose conversations shouldn't leave the room:

• Professionals handling confidential information, such as lawyers, consultants, therapists, HR teams and journalists.
• People who travel or work with poor internet, since it doesn't need a connection.
• Anyone uneasy about cloud recording who still wants the time savings of automatic notes.

Windows users will have to wait: Google's page offers only a macOS download. If your PC is still on Windows 10, it's worth checking when Windows 10 updates end before you invest in new software for it.

Work and school accounts need one more step. Google's FAQ says that for Google Workspace accounts, "Early Access Apps" and "Core Data Access" are turned off by default, so an administrator must enable both settings in the Google Admin console before sign-in works.

Is an offline note taker right for you?

Before you install any meeting tool, a few plain questions will tell you more than any feature list:

• Who else is in your meetings? If you often talk with clients, patients or outside partners, keeping recordings off the cloud may matter more to them than to you.
• Do you need to share notes? An app that keeps everything on one laptop is great for personal notes, but less handy when a whole team needs the same summary.
• Which computer do you use? Foresight is for Macs, and Google says it is optimized for Apple Silicon. On anything else, it simply isn't an option yet.
• How much do you rely on the notes? For casual check-ins, rough AI notes are fine. For contracts, medical details or anything legal, treat AI notes as a helper and keep the transcript.
• What happens if the app disappears? Experimental tools can change or close. Export or copy anything important to a place you control.

Limits to know before you try it

Every new tool deserves a little caution, and this one is no exception:

• It's an experiment. Google calls it experimental, so expect rough edges. Don't make it your only record of an important meeting.
• Mac only, and some details are unpublished. The product page says Foresight is optimized for Apple Silicon. We could not find a minimum macOS version, memory requirement, download size or price on Google's pages, so check the download page before you commit.
• AI summaries can be wrong. Transcription mishears names and numbers, and summaries can include things nobody said. That's a known weakness of today's models, explained in why AI makes things up. Check decisions and figures against the transcript.
• Local doesn't mean consent-free. Granola's own guidance is to ask permission before transcribing others, because the rules depend on where participants are. The same advice applies to any recorder: tell people when Foresight is listening.
• Your Mac becomes the vault. If your notes live only on your laptop, a lost or unencrypted device becomes the main risk. Turn on disk encryption and keep backups.

Why it matters for productivity

For years, the trade-off with AI note takers was simple: convenience in exchange for sending your conversations to someone else's servers. Foresight shows that a major tech company now offers a version that stays on the laptop.

That fits a wider shift toward tools that keep your data on your device. Where AI runs is also a legal question: Apple's first Apple Intelligence features for China followed China's regulator approving Apple's AI services after a deal to use Alibaba's Qwen, as our Apple Intelligence China release date report explains. Our own tools that run in your browser follow the same principle for PDFs and images: the file never leaves your computer. It's also a contrast with cloud AI agents such as Meta Muse, which do more for you but need access to your accounts to do it. Apple is also tightening Full Disk Access on macOS, so you only hand an AI agent that level of access after a very explicit action. Handing agents that much access is part of why Microsoft's Satya Nadella has called for an AI kill switch.

Good tools only help if you use them well. A note taker saves time when it replaces a chore, not when it produces pages nobody reads, which is a big part of why most people use AI wrong. And if you're choosing between Google's other AI tools for study or research, our NotebookLM vs ChatGPT comparison looks at another Google app built around your own documents.

The real test for Foresight will be accuracy and staying power. An app labeled experimental can change or be withdrawn. But if offline note taking proves good enough, expect other note takers to add a local mode, and that would be a win for privacy whichever app you choose.

FAQs

What is Google AI Edge Foresight?

It's an experimental Mac app from Google that listens to meetings, turns your shorthand bullets into notes using the transcript, and searches your own files, with processing on your computer rather than in the cloud. Google announced it on October 6, 2026.

Is AI Edge Foresight an AI note taker without a bot?

Yes. It captures your Mac's microphone and system audio instead of joining the call as a participant, so no bot appears in your meeting. Google says it works with Google Meet, Zoom and in-person conversations.

Does AI Edge Foresight work offline?

Yes. Google's FAQ calls it "completely offline-first": both the Gemma model and the local embeddings engine run on your hardware without an internet connection.

Is Google AI Edge Foresight free?

Google's announcement says there are "no cloud subscription costs" and the product page does not list a price, so check the download page for current terms.

Which AI models does Foresight use?

Google says it is powered by EmbeddingGemma 2, a 740-million-parameter model for local search across text, images, video and audio, and Gemma 4, which does the contextual reasoning.

Which files can Foresight read?

Google's FAQ lists PDFs, Google Docs, Microsoft Office formats, plain text, Markdown and web bookmarks, plus local folders and Google Drive.

Is AI Edge Foresight a good Granola alternative?

It depends on what you need. Foresight keeps processing on your Mac, per Google, while Granola uses cloud providers for transcription and summaries, per its own security page. Granola runs on macOS, Windows, iOS and Android and has a free plan, while Foresight is a Mac-only experiment.

Can my work Google account use Foresight?

Only if an administrator turns on "Early Access Apps" and "Core Data Access" in the Google Admin console. Google says both are off by default for Workspace accounts.

Sources

Pages opened for this article, checked November 6, 2026:

• Google for Developers, "Google AI Edge Foresight" product page and FAQ (developers.google.com/edge/foresight).
• Google Developers Blog, "Google AI Edge with EmbeddingGemma 2", October 6, 2026.
• Google, "EmbeddingGemma 2" announcement post (blog.google).
• 9to5Google, "Google AI Edge Foresight", October 6, 2026.
• Granola homepage, pricing page and security page (granola.ai).