Question 1

How do you recognize it?

Accepted Answer

Render folders hold 40 to 60 clips per client while the approved cut still traces back to a human-shot hero film. Account leads request new generations weekly but nobody can name which variant ran in paid social last month. Junior editors spend their days re-prompting the same 8-second shot because character consistency drifts between takes. Clients ask for the raw AI files as part of scope, treating renders as deliverables rather than drafts. Turnaround on social cutdowns drops to hours while revision rounds double, since every stakeholder wants their own version.

Question 2

Why does it happen?

Accepted Answer

Generation is cheap and approval is not: teams scale output volume without adding a review and selection layer, so the bottleneck moves downstream and nothing ships. Prompts live in individual chat histories instead of a shared shot library, so agencies cannot reproduce a winning look or hand a project to another operator. Short clip lengths (4 to 15 seconds in most services) get stitched into longer narratives without a storyboard owner, producing sequences with no through-line. No one assigned a cost-per-approved-asset metric, so raw render counts get reported as productivity while billable finishing work quietly grows.

Question 3

How do you fix it?

Accepted Answer

Cap generations per client per week and require a written shot list before any prompt is run. Store every approved prompt, seed, and reference image in a shared library tied to the client retainer so looks are repeatable. Route all renders through one named reviewer who kills 80 percent before the client sees anything. Track approved assets per render hour, not renders per week, and put that number in the delivery report.

More for Text to Video