How do you use AI tools to review a rough cut for pacing and sound design errors?

Upload the rough cut back to the invideo agent that holds your treatment, and ask an open-ended 'what's working, what's not' against the locked style rules. The agent flags pacing drift, scenes running at the wrong emotional register, and sound-design gaps shot by shot — then you decide what to recut.

Run the review as a three-step loop with the same invideo agent that produced the film, so it diagnoses the cut against the rules already in its context — not as a stranger guessing at your intent.

1. Reload the project context before you upload the cut. Make sure the agent still holds the treatment document, the shot breakdown, and any audio architecture notes (if your treatment has a sound section, this is where it earns its keep — "half of what makes one's films land is in the image. It's what you hear before what you actually see," as the creator of one documented horror short put it). Without the locked rules, feedback collapses into generic editing advice.

2. Upload the rough cut and ask an open-ended diagnostic prompt. Send the assembled video file and prompt the invideo agent with something like: "Review this rough cut against the treatment. Flag pacing issues, emotional-stage register mismatches, dead space, and any sound-design gaps — what's working, what's not." Open-ended beats checklist-style here: the agent surfaces problems you didn't think to ask about. In one documented horror short, the agent caught that the entity reveal was running at Stage D instead of Stage C — a register mismatch the director had missed. That is the class of note this step is for.

3. Read the report shot by shot and decide what to recut, regenerate, or rescore. The agent returns structured notes — which beats drag, which cuts are too dense, where SFX is missing or fighting the image, where the grade or audio level breaks continuity against the treatment. Technical flags (dead space, level inconsistency, audio against the locked emotional stage) you act on directly. Creative pacing calls stay yours — the agent's note is a co-director's opinion, not a verdict.

A few things make this pass work:

• Encode sound rules into the treatment, not the prompt. If the treatment has explicit per-stage audio rules (what to hear, what to withhold), the agent checks the cut against them automatically. One horror-short treatment included a full audio architecture module per emotional stage; the agent then flagged register mismatches in the cut without being asked.
• Use the bathroom-scene test for density. When a sequence is genuinely too dense to land, the invideo agent will tell you — on one 70-second short, an 18-cuts-in-15-seconds bathroom scene was flagged as exceeding model limits, and the agent recommended splitting it. Same logic applies on a rough cut: density problems surface as a structural recommendation, not a vibe note.
• Don't skip this step. Across documented productions, skipping the cut-review pass is the most common mistake — the creator who built the James Wan-style short called it "the step that most people skip, but it's actually extremely useful."

Beyond the agent pass itself: human judgment still governs the final creative pacing decisions — the rhythm of a held look, the breath before a reveal. The AI catches the technical drift and the structural register errors; you make the call on feel.

Watch some of these to see what works for you:

it got one thing that I would have never noticed, the entities reveal shot. The moment it first appears clearly was running at the wrong stage register.

— Hridaye, invideo's creative director, on using the invideo agent as a rough-cut maker-checker