LOCAL AI PHOTO CULLING

AI help without uploading photos.

Miri's Pro AI features are designed to run on your Mac: highlights, semantic search, and face recognition without sending client shoots to the cloud.

Privacy is part of the workflow

Highlights creates a local shortlist that you can keep, adjust, or ignore.

No cloud analysis

Client shoots stay on your machine while AI features run locally.

Explicit controls

Heavier AI analysis is a deliberate workflow step, not a surprise background upload.

Built for client work

Weddings, events, and private sessions deserve tools that keep originals local by default.

What local AI can do

  1. 01

    Highlights

    Score frames for a suggested shortlist using visual quality signals such as sharpness, exposure, composition, and aesthetics.

  2. 02

    Semantic search

    Search a shoot by visual meaning, such as a moment, person, object, or scene description.

  3. 03

    Face recognition

    Group faces locally so event and wedding shoots can be reviewed by person instead of only by timeline.

Semantic search helps find remembered moments without manually adding keywords first.

Local AI questions

Do photos leave my Mac?

No. Miri is designed around on-device analysis for Highlights, semantic search, and face recognition.

Is local AI always running?

No. Heavy analysis is tied to explicit workflow actions, so the app does not surprise you with background cloud jobs.

Can I use Miri without Pro AI?

Yes. The core browsing, selection, and export loop remains available without Pro AI features.