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We build AI
for video
teams.

We've already built two tools for video teams. The first is a clip reviewer, built from a video company's own criteria. The second cuts captioned videos for a news agency's video desk. Editors make the final call on both.

Book a call
from a first meeting to the first version of our clip reviewer
6 daysfrom a first meeting to the first version of our clip reviewer
from a requirements call to the first production release of our video editing tool
3 daysfrom a requirements call to the first production release of our video editing tool
production releases of that tool in its first three days
24production releases of that tool in its first three days

How we built a first-pass video reviewer

A 3:04 film. Turn the sound on.

One clip, as our reviewer sees it.

It makes a call and gives its reasons.

Usable as is85%

Story

Woman's Cliff DiveMan's Cliff DiveMan's Second DiveMan's Final Dive

Shots

234567

Motion

Sound

Keep

Hook 8/10Payoff 0:04

This is the breakdown our reviewer made of a clip from the film, redrawn for the page.

Six days from first meeting to first version

6days
First meetingFirst version running
  1. Day 0

    A video company showed us how their editors decide which clips to use.

  2. Then

    We studied their criteria and the clips they had already labeled.

    Details kept confidential
  3. Then

    We turned their criteria into plain-English rules an editor can change.

  4. Day 6

    Six days after our first meeting, the first version was running.

Here it is today, on Story0, where we host our working prototypes. Since then we've added private workspaces, each with its own rules, and a search that finds new public clips.

What it does
with every clip.

It does the first watch, so your editors spend their time on the calls that need them. Every call comes with its reasons.

  1. See which clips to use at a glance.

    Every clip gets a call: use as is, use after an edit, not a fit, or rejected for safety. Drop a clip in and the review starts on its own.

  2. Every shot, described and scored.

    It describes each shot in plain words and scores how clear and eye-catching it is, so you can find the good part fast.

  3. It flags what an editor looks for.

    On-screen text, logos, subscribe buttons, risky moments. Its reasons link to the moments that back them up.

  4. A shorter cut that keeps the payoff.

    It suggests trims, protects the payoff, and lets you watch the shorter cut before anyone touches the file.

  5. Your editors make the final call.

    Safety calls always go to a person, and editors can correct any verdict. Each correction is saved with the editor's note.

The cliff-jump screens are real output from the film. The other clip names are made up to show the layout.

When it gets a call wrong, you fix the rule.

The rules are plain English, so an editor can fix one with a sentence. Run the clip again and the verdict follows the new rule.

This is the real re-run from the film. Every rule change is versioned, so old results never quietly change.

Safety boundaries

Reject and escalate to a producer.

Rules

Rule name

Graphic harm

How to recognise it

Serious injury, blood, or someone clearly hurt. Send anything unclear to a producer. Planned jumps and dives that land safely are not harm.

Unsaved changes

Save changes

Cliff jumps

0:25 · vertical

Rejected · safety95%Usable as is85%
Re-runWatched 100%

Compilation of cliff dives with clear payoffs.

Jump to payoff 0:04

Sped up for the page. A real re-run takes minutes.

We also built a tool that cuts finished videos.

We built it for a news agency's video desk, and it runs in their own private workspace. Footage and the reporter's copy go in. Out come captioned videos in the desk's house style, plus clean landscape and vertical versions. Each caption shows the sentence or shot it came from, and anything unsupported gets flagged. Nothing is final until an editor approves it.

Footage1 clip · 0:25
Reporter's copy3 sentences

A woman and a man took turns diving off the sea cliffs. She went first. He followed, then climbed back up and jumped twice more.

  • Two divers, a woman and a manfact
  • She dived firstfact
  • He jumped three timesfact
The cutCaptioned · 9:16

Picture

Captions

Two divers took turns off the sea cliffsShe went firstHe jumped three times

Sound

Light
Fit Reading speed Names Numbers

Ask for a change

Make it shorter

Trimmed the last shot and re-timed the captions to fit. Nothing else changed.

OutRendered
She went first
Captioned16:9
She went first
Captioned9:16
Clean16:9
Clean9:16
Approved by an editor MP4 SRT Premiere

This is a recreation of the editor, using the clip from the film and a few lines of copy we wrote for this page.

What we can build for you.

Half of this is built and running on Story0 today. The other half is what we'd build next, with your team.

Built Next
  1. Find new clips

    Search public video against your brief and screen out the poor fits before anyone spends time on them.

    Built and running

  2. Review every upload

    Watch each clip start to finish, map its shots, motion and sound, and make a call your editors can check.

    Built and running

  3. Flag safety and brand issues

    Flag on-screen text, logos and risky moments. Safety calls always go to a person.

    Built and running

  4. Cut and caption stories

    Turn footage and a reporter's copy into captioned videos in your house style, with an editor approving every one.

    Built and running

  5. Search your archive by what's in the shot

    Log every shot in your back catalog so a producer can ask for every aerial of a coastline at dusk and get it.

    Next to build

  6. Help the licensing desk

    Keep provenance, license evidence and contact details in one queue. A person still clears every clip.

    Next to build

  7. Make a version for each language and platform

    Write each edition from the facts in its own language, with cuts and captions sized for each platform.

    Next to build

  8. Learn from your editors

    Turn every correction into test data, and only ship a new version when it does better on your own labeled clips.

    Next to build

News desksVideo companiesLicensing teamsSocial publishersArchivesProduction companies

We don't name the teams we work with.

So far that's a video company and a news agency's video desk. We'd keep your name off this site too.

It's also why the film uses public clips and made-up workspace names.

How we work
with your team.

We learn how your team makes decisions, then build a platform around them. Our engineers work alongside your editors from the first week.

  1. Sit with your editors

    We watch how your team decides, read your criteria, and look at clips you've already labeled.

  2. Write the rules down

    Your team's judgment becomes plain-English rules your editors can read, argue with and change.

  3. Ship a first version fast

    We get a working version running on your own footage within days. Then we go through its calls and cuts with your editors.

  4. Check it blind

    We run it on clips your editors have already labeled, with the labels hidden until the end.

  5. Make it part of the job

    It moves into a private workspace with your rules, and we connect it to the tools your team already uses.

What we build for you is yours, code and rules included.

Ownership terms are set out in each engagement agreement. Story0 and our existing tools remain Big Leap's.

Our team includes engineers with Google and YouTube backgrounds.

They work in your team's tools and follow your review standards.

Only the people assigned to your work can see your footage and data.

It lives in environments you approve, and it is returned or destroyed when the engagement ends.

Show us how
your team decides.

We'll come back with a working first version on your own footage. That's usually the fastest way to find out if this is worth doing.

We're happy to sign a mutual NDA before we look at your footage or criteria.

Story0 film / 3:04