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backend: checking… + New run

Projects

Every production this console knows about: the shipped film and every run you submit from this browser. Open one to see its docket, cue sheet and reports.

Projects are remembered per browser today; accounts with roles and shared projects are the next step.

Elements

Mission Control

Replay of the real run that produced the shipped docket — true timecodes, the exact Parallel queries the Rights Sleuth issued, the dossiers that came back. Nothing staged.

T+00:00 · idle
TrademarkCoca-Cola
ArtworkThe Starry Night (van Gogh)
PersonalityTom Cruise
Location / signagePiccadilly Circus brands
Poster propNIGHTFALL — control item
♪ music cues (audio pass)
GeminiFrame Scout
idle
Parallel + GeminiRights Sleuth
idle
ADK fleetDocket Clerk
idle

Fleet graph — lights up as the run replays

Board during the run

Docket

Every flagged element in the cut with its dossier, recommendation and status. Agents move items as far as Awaiting sign-off; only the attorney of record moves one further.

Runs

Submit a clip as a new project and watch the fleet work; every run you start from this browser is listed below with live status.

The live upload service is offline right now (free-tier capacity). Run the pipeline yourself from the repo in ten minutes, or watch Mission Control.

Your runs

SubmittedProjectStatusItemsCuesAwaiting sign-offActions
No runs yet from this browser.

Runs are remembered per browser. Accounts with roles (producer, coordinator, attorney) are the next step.

Script mode

Clear it before you shoot. The fleet reads the screenplay and lists every element a script clearance report must check — then researches the researchable ones.

Cue sheet

Broadcast and streaming delivery require a music cue sheet. The audio pass segments cues to the second; identification is a human or fingerprint step — the agent never guesses a title.

Usage codes: MT main title · ET end title · BI background instrumental · BV background vocal · VI visual instrumental · VV visual vocal.

Reports

The E&O-format clearance report generated by the Docket Clerk, and the sign-off procedures the attorney of record closes.

E&O clearance procedures

DoneProcedureClosed by

Clearance report

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Benchmark

Salted films with clearance landmines at known timestamps; every number is reproducible from the repo (spike/films, run_evals.py).

By category

Flag categoryPlantedDetectedRecall

By film

A planted item counts as detected when a prediction of a compatible type overlaps its true window by ≥ 2 s. Spurious predictions inside declared negative zones are strict false positives. Music cues pass within ±3 s. Audio pass: ffmpeg silencedetect proposes sound windows, Gemini labels which contain music, a loudness backstop rejects cues on silence. Free-tier models; no fine-tuning; no prompt contains the answers.

About Clearcut

An autonomous rights-clearance department for filmmakers. Gemini watches the cut, a Parallel-powered agent fleet on Google's Agent Builder clears it, your attorney signs.

The fleet

Ambient animation — illustrative traffic. Solid edges and badges are live at runtime in this build (Gemini, Parallel Search, the ffmpeg rulers); dotted ones are the roadmap (Parallel Extract / Task / Monitor, Firestore docket).

How it works

Frame Scout · Gemini

Two-pass detection

A visual pass names every clearance-sensitive element with timecodes; an audio pass where ffmpeg proposes the sound windows and Gemini labels which contain music.

Rights Sleuth · Parallel

Rights research at runtime

Each flag becomes a Parallel Search objective; Gemini synthesises the evidence into a dossier and says "unverified" when it is thin.

Paper Chase

Drafted requests

Licence and release requests per dossier, never sent by an agent, never with an invented contact.

Docket Clerk · ADK fleet

E&O package

Scene-by-scene report, cue sheet, the 12 standard procedures — one PDF for the attorney of record.

Works on AI-generated film — where the risk is higher

Invented brands

A Coke can nobody placed

Generators reproduce real trademarks on their own. Detection watches pixels, not provenance — the clearance is still owed.

Synthetic likeness

A real face nobody cast

A synthesised likeness triggers right-of-publicity and platform policy; it lands as a personality item routed to attorney review.

Generated artwork

Characters and paintings

Reproduced characters and artworks land as artwork flags with a dossier. Provenance (C2PA) and disclosure checklists are on the roadmap.

Where this goes

Inside the stack

Deeper Google + Parallel

Parallel Extract, Task and Monitor; Firestore docket with attorney-only sign-off; Vertex pro models for feature-length cuts; live Mission Control from the streaming backend.

Into the workflow

Where editors and lawyers already are

EDL / FCPXML import and cut-diff (shipped), DaVinci Resolve markers, requests sent and tracked from the docket, carrier-format E&O export.

Who uses it

Producers, coordinators, attorneys, insurers

Clear the script, then the cut; coordinators run ten projects; attorneys review from a phone; brokers receive a standard package.

Trailer

Stack: Gemini (google-genai) · Google Cloud Agent Builder / ADK · Parallel Search API · Python · ffmpeg. Apache-2.0.

Test footage is our own composite short, THE ERRAND, built from public-domain and Creative Commons assets on Wikimedia Commons: Tom Cruise at San Diego Comic-Con 2019 — photo by Gage Skidmore, CC BY-SA 2.0; Piccadilly Circus, London, 1969 — photo by Christine Matthews (Geograph), CC BY-SA 2.0; The Starry Night (Vincent van Gogh) — public domain; Coca-Cola script logo and McDonald's Golden Arches — trademarks of The Coca-Cola Company and McDonald's Corporation respectively, shown solely as subjects of rights detection; Chopin, Nocturne Op. 9 No. 2 — public-domain recording. No sponsorship or endorsement by any third party is implied; all trademarks belong to their owners.

Settings

Role, live backend, quotas and links.

Role (demo)

Producer

The attorney of record is the only role that can mark an item Cleared. Switching here is a client-side demo of the invariant; the roadmap enforces it server-side with accounts.

Live backend

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Data

What is kept

Uploaded clips are processed and deleted after the run; the docket (flags, dossiers, report) is kept. Projects and runs are remembered per browser.

Links

Project

Source on GitLab · Architecture · Benchmark page · Landing

Agentic Cinema: The Blockbuster Hackathon 2026 · Parallel track