Human eyes on AI output.
We check AI-generated video and images against your criteria. Trained reviewers score every output and tell you why it passed or failed.
- Video and image review
- Scoring rubrics
- Human reviewers
3D view needs WebGL
Scroll sequence
The model comes apart as you read.
Keep scrolling: the model separates step by step, then holds at full explode.
3D view needs WebGL
A batch arrives
Generated video or images come in as they are, before anyone has judged whether they are good enough to use.
Criteria separate
Your rubric splits the judgement into criteria that can be scored one at a time, the same way by every reviewer.
Scored, with reasons
Each output is rated against each criterion, and the failures are grouped so you can see the pattern.
What is included
Built around your work.
01
Criteria and rubrics
We turn your quality standards into a rubric reviewers can apply the same way every time.
02
Human review
Trained reviewers watch or look at each output and score it, with a second opinion on anything borderline.
03
Reports you can act on
Pass rates, the reasons things fail and the examples behind them, so you know what to change.
What you get
Handed over, not held back.
Everything is documented, tested against your own examples and yours to keep.
01
A written rubric
Your criteria defined clearly enough that two reviewers reach the same verdict.
02
Scored outputs
Every video or image rated against each criterion, with reviewer notes.
03
Failure breakdown
The categories outputs fail on, ranked, with examples you can look at.
04
Repeat runs
The same rubric re-applied after a model, prompt or pipeline change.
Selected work
Example projects
A look at the kind of work we build, and what each one changes.
AI Evaluation · Example 01
Same prompt. Only one is usable.
Two clips from one prompt, watched end to end and scored against the client’s rubric. Four criteria match; three separate them.
AI Evaluation · Example 02
Looks right until you look closely.
Two product shots from one prompt. Held against the rubric and compared crop by crop, one of them comes apart.
Next step