Enterprise evaluation4 steps
An AI video production pilot checklist for studios
The short answer
A useful AI video production pilot has a representative script, agreed acceptance criteria, measured costs, and a delivery review. Decide how your team will judge the cut before generating footage, and confirm which enterprise requirements are available or need custom development.
From the brief to a rollout decision.
Collect evidence at each stage before deciding what to scale.
- 01
Brief
A brief the team can evaluate against
- 02
Review rubric
A written review rubric
- 03
Production log
A pilot production log
- 04
Rollout decision
A go, revise, or stop decision
Proceed, revise the pilot, or stop based on the evidence collected.
Build a pilot your team can evaluate
Step 01 Brief
Agree on the brief
Choose material you have permission to use. Define the audience, sequence length, visual style, recurring characters, review owners, and delivery specification.
You leave with A brief the team can evaluate against
Step 02 Review rubric
Set acceptance criteria
List the details a shot must preserve: character identity, costume, prop state, action, dialogue requirements, and visual quality. Define who can approve a result.
You leave with A written review rubric
Step 03 Production log
Measure the entire cycle
Include unsuccessful attempts, retakes, review work, editing, and delivery preparation. Record cost and time consistently so the team can compare its existing workflow.
You leave with A pilot production log
Step 04 Rollout decision
Confirm rollout requirements
Discuss identity providers, data handling, API events, private cloud, support, and editor handoff. Agree feasibility, scope, and timing for any custom development before a rollout commitment.
You leave with A go, revise, or stop decision
Questions to answer before rollout
| Area | Evidence to request |
|---|---|
| Creative output | A sequence made from your brief and reviewed against your rubric. |
| Economics | A complete cost log and cost per approved finished minute. |
| Delivery | A sample file checked in your actual playback or editing environment. |
| Security and integration | Current documentation, available capabilities, and an agreed scope for custom requirements. |
Your evaluation checklist
0 / 5 preparedCommon questions
Start with your organization’s actual evaluation requirements. Discuss mandatory controls before sharing material. Induce scopes SSO, private deployment, and custom export requests with your team; availability and timing must be confirmed.
Measure both workflows using the same unit, such as cost per approved finished minute. Include people, generation, unsuccessful attempts, review, and editing. Compare the complete cost logs from a representative pilot before estimating savings at higher volume.
