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Factory Spotter SafeSend Download
№ 01 — FACTORY · SELF-HOSTED EDIT LINE

Loose clips in.
Finished videos out.

Factory indexes every clip on your drives, then cuts the pile into event-based videos — on your hardware, on your schedule. Queue a batch before bed; the mountain is smaller by morning.

Coming soon SELF-HOSTED · $249
THE LINE:CUT auto · ai-edit · review MODE standard · guide RENDER normal · overlay ± boxes · star · + diagnostic hud SEE IT RUN →
THE INDEX

Know your footage.

Factory reads every clip before it touches one: quality scores, duration, resolution, camera body and everything the file will give up — GPMF telemetry included. Claude writes a scene description; transcription runs locally, timestamped. All of it lands in one database, and every edit downstream is a query against it.

SCOREDsharpness · brightness · motion · audio
LOGGEDcamera · duration · resolution · GPMF telemetry · GPS
DESCRIBEDscene notes by Claude, per clip
TRANSCRIBEDWhisper, timestamped, fully local
DETECTEDoptional — object detection, tracking, informatics
PROVENANCEcopyright carried from source clips through every edit, timestamped
CLIP_0834.MP4 GoPro Hero 11 Black · 1080p · 00:02:41
IN THE FILE
camera body duration · resolution timestamps GPS position GPMF telemetry
SQUEEZED OUT BY AI
scene notes — Claude transcript — Whisper quality scores detections — optional
THE INDEX one database · every edit is a query against it
FIG. 01 — ONE CLIP, SQUEEZED INTO THE INDEX.
THE CUT

Two ways to cut. One way out.

AUTO RULES-BASED

Deterministic edits from the index: best takes by quality score, trimmed and sequenced by rule. AI picks the song to fit the event; when the track has a clear structure, cuts snap to the beat.

BEAT SNAPPING AI SONG SELECTION QUALITY FILTERING
AI-EDIT CONTEXT-DRIVEN

AI reads everything the index knows — scene notes, transcripts, scores, telemetry — and writes the cut plan itself: what to keep, in what order, and why. The story drives the edit, not just the clock.

FULL-CONTEXT CUT PLAN STORY-AWARE ORDERING
CUT
0834
0512
0221
0227
0771
0790
SONG
INTRO
VERSE
CHORUS
VERSE
OUTRO
CUT ON PHRASE BOUNDARY CROSSFADE FIG. 02 — CLIP EDGES SNAPPED TO THE SONG'S PHRASES
THE WAY OUT — FCPXML Every cut ships with an FCPXML alongside the render — open it in Final Cut or your NLE of choice, nudge a trim, swap a take, regrade. The machine does the assembly; you keep the final word.
THE RENDERS

One cut, four faces.

NORMAL

Title card, clean picture, no frills.

OVERLAY ± BOXES

Facts on the picture — with or without detection boxes drawn live.

STAR

Night-sky events only. Stars are plate-solved against the catalog — Hipparcos · IAU · Skyfield — local detection.

+ DIAGNOSTIC HUD

Camera, timecode, GPS, motion — the full instrument panel, on top of any render.

WHEN A RENDER NEEDS BOXES OR FACTS — THE DETECTION RAIL
LOCAL — YoloE · SAM2, expert picked per event COMMITTEE — Gemini · Perplexity · OpenAI, Claude presiding UPCOMING — drone mode, solved against OpenStreetMap Overpass
THE SLATE — JOBS, LOGS, AND A BIG RED STOP
Every run is a job on the slate: watch the log live, stop it cold, requeue it. Batch mode runs the whole archive passively, overnight.
RUNS ON YOUR IRON

Requirements.

SERVERself-hosted web app — one machine on your network, pointed at your drives
CLIENTany browser — the GUI is phone-first, run it from the couch over Tailscale
LOCAL MODELSWhisper transcription · YoloE + SAM2 detection — GPU recommended
API KEYSbring your own — Claude for scene notes and presiding; committee keys optional
YOUR DATAfootage never leaves your network except the frames you send to your own APIs
№ 01 — FACTORY
Put the archive to work tonight.
Coming soon info@arvideo.io
SELF-HOSTED · YOUR DRIVES, YOUR KEYS · NO SUBSCRIPTION
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