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GUMNUT FOR ENTERPRISE

Automate your photo review and categorization

Whether you're moderating millions of user uploads or organizing a library you capture yourself, Gumnut is the intelligence layer that turns every photo into structured, queryable data — ready for your systems to act on.

Moderation pipelineLive · 12,480/hr
  • IMG_4821.jpgProduct › Footwear › SneakersApproved
  • IMG_4822.jpgFlagged · policy violationFlagged
  • IMG_4823.jpgLifestyle › Outdoor › BeachApproved
  • IMG_4824.jpgReview queue · low confidenceRouted
Why teams choose Gumnut

Automated, customizable photo intelligence pipelines

Custom taxonomy

Categorize photos your way — not a vendor's generic schema. Define the labels and hierarchy your business actually uses.

Moderation at scale

Gumnut analyzes every upload — content, context, and policy signals — so your review systems can flag and route consistently, across millions of images.

Agent-native by design

No more switching between windows. Anything your team can do by hand, an agent can do too — through Gumnut's hosted MCP server.
The technology

Complete understanding of every photo

Gumnut reads each image the way a person would — and returns it as structured, queryable data.

A family portrait with several people ready for face detection

Who

Gumnut detects people in your photos and identifies the same individual across your entire collection.

A tabby cat sitting inside an orange toy wagon

What

Gumnut analyzes the content of every photo and knows what's in it — objects, scenes, text, and activity.

When

Gumnut combines file information, capture metadata, and visual cues to pin down exactly when each photo was taken.

The Eiffel Tower seen from across the river in Paris

Where

Gumnut reverse-geocodes embedded GPS coordinates into readable, human places — and even when photos have no GPS, it infers the location from visual landmarks and context.

How

Gumnut surfaces the technical fingerprint of every photo — the camera, lens, and capture settings read straight from its EXIF data.

Bring photo intelligence to your workflow

Tell us about your taxonomy, your volume, and your stack. We'll show you what an automated pipeline looks like.