Private AI Agent Search on Mac, powered by Apple Silicon

Oct 16, 2025

Private AI Agent search on Mac
Private AI Agent search on Mac

Private AI Agent Search on Mac, powered by Apple Silicon

On device AI is finally powerful enough for daily work. With Apple Silicon now stepping up again, you can run private AI on your Mac and get real results without sending a single file to anyone. That is where Fenn shines, private Agent Search that finds the files you need, opens the exact page or timestamp, and keeps your data on your Mac.

Why private AI matters for professionals ?

  • Confidential by default. Legal, finance, research, and healthcare teams often cannot share client data with third parties.

  • Speed without risk. When AI runs locally, you get responsive experiences without privacy tradeoffs.

  • Audit friendly. Work stays on your device, which makes it easier to explain what ran, where, and with which sources.

What is new with the M5 generation ?

Apple’s latest chip brings a new CPU and GPU design on a more advanced 3 nm process, a stronger Neural Engine, Neural Accelerators tied to the graphics architecture, and higher unified memory bandwidth. In plain terms, your Mac has more room to run local AI well. The result is smoother indexing, snappier searches, and more responsive agents, all on device.

Highlights you will notice:

  • More headroom for AI. Better parallelism and new neural acceleration paths.

  • Higher memory bandwidth. Large files and embeddings move faster inside the system.

  • Efficiency gains. Heavy jobs complete sooner and return the machine to idle sooner.

What this unlocks in Fenn ?

Faster, deeper indexing

  • Quicker text extraction from big PDF binders and Office files.

  • Faster OCR across screenshots and scanned documents.

  • Smoother analysis of long audio and video libraries.

Private Agent Search that works

  • Ask in natural language, then let Fenn do the work.

  • The agent finds likely files, reads their content, checks your conditions, and returns only verified results.

  • You open directly at the page, slide, frame, or timestamp that matters.

Face search at speed

  • Detect a person across images, video frames, and PDF pages.

  • Jump to the right frame or page with less waiting.

Real world queries that will shine on modern Apple Silicon

  • “Find all restaurant invoices under 50 USD, Jan 1 to Jun 30, 2025, exclude July.”

  • “Show slide decks that mention Series B and unit economics, created last quarter.”

  • “Find every contract with a force majeure clause, updated after January 2023.”

  • “Find screenshots that include the text Checkout in the iOS app folder.”

  • “Find meeting recordings where latency budget is mentioned, return timestamps.”

  • “Find photos that contain our CEO, Q4 2024 to Q1 2025.”

  • “Trouve mes factures de déjeuner sous 30 EUR, mars à mai 2025, et exclure les brouillons.”

How to set up a private AI workflow today

  1. Index the right sources. Add your case folders, research drives, and app libraries in Fenn.

  2. Use the right mode. Quick answers use Semantic, Keyword, or Hybrid. Multi condition questions use Agent Search.

  3. Work in place. Open directly at the exact page or timestamp in your preferred app.

  4. Measure the gains. Re run heavy searches after upgrading hardware and note the time saved.

The promise stays the same

  • On device by default. Your files and representations stay on your Mac.

  • Precision that matters. Open the exact page, frame, or timestamp.

  • Built for pros. macOS on Apple Silicon, tuned for real workflows.