Private intelligence, by design

Useful AI,
kept close.

Find your way through what matters.

Faring builds focused AI products for the media you keep, the professional work that matters, and the software you create.

Local-firstPrivateInteroperable
One portfolio. Your data stays yours.
Purpose-builtFocused products, not generic chat.
Local-firstKeep sensitive work close to its source.
Shared foundationOne intelligence layer across every product.
01 / For people

Find what matters in the media you already own.

Search the moments, faces, places, and ideas buried in personal libraries—without turning those libraries into someone else’s data.

M
Available now · audio + video

MediaFind

Search words, faces, logos, songs, and scenes across your audio and video library—then jump to the exact moment.

Explore MediaFind
SearchTranscribeAsk
P
Available now · RAW photo search

PhotoFind

Search RAW folders by description, person, or text in the image—without importing a catalog, uploading originals, or changing files.

Explore PhotoFind
RAWFacesXMP
02 / For professionals

AI for work where the source still matters.

Professional tools for evidence-heavy questions, grounded answers, and sensitive material—built to keep the chain from source to conclusion visible.

A
In development · Mac litigators

Adduce

A private case-evidence notebook for solo and small-firm litigators. Search depositions, recordings, scanned PDFs, photos, and message exports—with every answer cited to page, line, or timestamp.

Citation-anchoredCase-scopedOn-device
O
Concept validation · Mac lawyers

Obiter

On-device legal dictation, client-call notes, and matter-scoped search for solo and small-firm lawyers. Record, transcribe, draft, organize, and search without sending privileged material to a cloud AI.

DictationMatter notesOn-device
03 / Developers & businesses

Bring private media intelligence into products and agents.

Choose the surface that fits: license the signed Faring engine for your product, call the working SDK/API directly, or connect an AI agent through MCP.

F
Design partners · product teams

Embedded engine

Bundle one signed local service, call /api/v1 over loopback, and scope licensed capabilities with a Grant. No hosted media path and no usage metering.

{ }
Available · Python + HTTP

SDK & API

Index, search, ask, and retrieve transcripts through the same local engine used by MediaFind.

M
Available · MCP clients

MCP

Give Claude, Cursor, or another MCP client local access to search, cited answers, transcripts, and library status.

Working SDK today · Python
from mediafind import Engine

with Engine() as mf:
  mf.index("~/Movies")
  hits = mf.search(
    "where we discussed the launch",
    k=5
  )
  answer = mf.ask(
    "what did we decide?"
  )

# Local results include sources and exact timestamps.
One index · desktop app · Python SDK · HTTP API · MCP
The Faring standard

Intelligence without surrender.

01

Private by architecture

Products are designed to keep sensitive context close, with clear boundaries around what can leave your device or environment.

02

Grounded in source

Useful answers should show their work—linking back to the moment, document, or record that supports them.

03

Focused over generic

Each product is shaped around a real job and a clear audience, with the complexity hidden until you need it.

04

Built to interoperate

The same foundation can serve a person, a professional workflow, or another product through SDK and MCP.

Start with a product. Build on the platform.

Whether you are searching your own library, working through sensitive sources, or adding private intelligence to a product, there is a Faring path in.