QC PROCESS BLOG / 9 MIN READ

What is a video quality-control process?

A quality-control process is the repeatable set of checks you run before a video ships, so quality stops being a mood and starts being a pass or a fail. Here is the whole process, stage by stage, with the targets that make it objective.

5QC stages, in order
−14 LUFSloudness target
passor fail, not a vibe
0–100craft score

By Thomas, founder of CutScore · Updated June 2026

QC PASS · final_v3.mp4
A laptop and a phone side by side on a desk, the two screens a creator uses to run the same quality-control pass before a video is published.
CRAFT SCORE
FIXES ADVISED
five stages, one verdict
Picture stage clear · exposed, in focus
Sound stage failed · music over voice00:34
Export stage flagged · bitrate too lowend
The 30-second answer A video quality-control process is a repeatable set of checks you run on a finished video before it ships, so quality no longer depends on how you feel that day. A good one moves through five stages in a fixed order: picture (exposure, focus, colour), sound (loudness near −14 LUFS, peaks under −1 dBTP, voice above the music), editing (pacing and the first three seconds), on-screen text (readable captions inside the safe zone), and export (the right specs for the platform). Each stage has a target, so the outcome is a pass or a fail, not an opinion. Running all five by hand is exactly the job CutScore does in one pass.
WHY A PROCESS, NOT A GUT CHECK

I used to ship videos on a feeling. Watch it back once, decide it looked fine, upload. The trouble is that "fine" was measuring my memory of the edit, not the file. I had seen every frame forty times. My brain had quietly filed the quiet audio under "normal" and the slightly green skin under "that is just the light." A gut check on your own work is a gut check on what you remember, and your memory is on your side.

A process fixes that by removing you from the decision. Instead of "does this feel good," you ask "is the loudness near −14 LUFS, yes or no." The target does the judging. You also do it in the same order every time, on gear that does not flatter the work, so nothing slips through because you were tired or in a hurry. That is the whole difference between looking and checking. Looking is a vibe. Checking has targets.

The other reason a process matters is consistency. One good video by luck is not a channel. A quality-control process is what makes video forty as solid as the one that happened to go well. So what does the process actually contain? Five stages, run in order.

THE PROCESS

The five stages of a video quality-control process.

Run them top to bottom. Each stage has a target you can hit and a cost if you skip it. This is the whole pass on one page.

StageWhat you checkTarget to hit
1 · PictureExposure, white balance, focus, stabilisation.neutral, sharp, steady
2 · SoundLoudness, true peak, voice vs music, room noise.≈ −14 LUFS · ≤ −1 dBTP
3 · EditingPacing, shot length, the first three seconds.fits the genre
4 · On-screen textCaption size, contrast, position in the safe zone.readable, in-frame
5 · ExportResolution, bitrate, aspect ratio, frame rate.matches the platform
The order is not randomPicture and sound are about the file you made. Editing is about the story you told. Text and export are about how it lands on the platform. Work outward, from the raw footage to the moment it leaves your hands, and you catch the cheap problems before they hide behind the expensive ones.
DON'T RUN IT BY HAND EVERY TIME

Five stages on every single video adds up fast. CutScore runs the whole process in one pass and hands back the fixes, so the QC step takes minutes instead of half an hour.

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HOW TO RUN EACH STAGE

Walking the process, stage by stage.

Stage 1: Picture, the thing they read first

Drop your screen brightness to something normal, not the editing-suite level you grade at. Look for shadows that have crushed to solid black and highlights that have blown to pure white, then check that your whites read white and not blue or orange. If skin looks like it belongs to a different species, your white balance drifted in the shoot. This whole family of image checks, from exposure to focus, is the first half of what we analyze, because a viewer reads the picture before they hear a single word.

Stage 2: Sound, the stage people skip and regret

People forgive a soft shot. They do not forgive bad audio. Two numbers carry most of this stage. Loudness, which you want near −14 LUFS for YouTube so the video does not feel timid next to the next one in the feed, and true peak, which you hold at or below −1 dBTP so nothing crackles once the platform re-encodes the file. Then listen on the worst speakers you own. If you can still hear every word over the music, you pass. If the music is winning, pull it down four or five decibels and stop feeling precious about the track.

An audio console covered in level faders and knobs, the kind of metering surface where the sound stage of a quality-control process is measured against fixed loudness targets.
The sound stage is the one with hard numbers: loudness and true peak. Photo: Tima Miroshnichenko / Pexels.

Stage 3: Editing, pace it for the viewer, not your patience

You have watched this edit so many times that it feels fast. It probably is not. The clearest single number for pace is average shot length, which is how long a shot holds, on average, before you cut. A tutorial can breathe. A short cannot. If a section drags, it is usually one shot held three seconds too long, repeated twenty times. A well-placed jump cut removes the dead air with no reshoot. And check the first three seconds as if you were thumbing past it: is there one clear reason to stay, or a slow logo and a throat-clear?

Stage 4: On-screen text, the video for the muted half

Read your captions on a phone, held at arm's length, with the sound off. If you squint, the font is too small or the contrast is too low. A big chunk of any feed audience watches on mute, so for them the text is the video. Keep captions inside the platform safe zone so the interface does not slice the bottom line, give them a solid backing, and while you are listening, count the filler words. A few "ums" are human. A dozen a minute quietly tells people you are not sure of yourself.

Stage 5: Export, the boring step that undoes good work

This is the stage nobody screenshots and everybody regrets. Export at the platform's preferred resolution, in the right aspect ratio, at a healthy bitrate, upload it, then watch the published version inside the actual app. Platforms re-compress everything, so a file that looked crisp on your drive can arrive soft and blocky. If it looks worse after upload, your export settings are the suspect, not your camera. That final re-watch is the last gate of the process, and the one most people forget.

WANT TO SEE THE OUTPUT?

Here is a real CutScore report for an everyday video: all five stages, scored, with timestamps and the exact fixes the process turned up.

See a sample report
IF YOU FORMALISE ONLY THREE

The three stages worth turning into a habit.

If a full five-stage process feels like a lot to start, hard-wire these three first. They catch most of the gap between "homemade" and "this person knows what they are doing."

1
2-MIN FIXAUDIO
Make sound a non-negotiable gate
If one stage becomes a fixed ritual, make it this one. Normalise the mix toward −14 LUFS, hold true peak under −1 dBTP, and confirm the voice sits over the music on bad speakers. Quiet or muddy audio is the most common amateur tell, and it has nothing to do with your microphone.
How Run a loudness meter over the export, or let CutScore measure it and tell you the exact gain change.
2
EDITNARRATIVE
Always check the first three seconds
Open with the most interesting thing you have, not a logo sting and a "hey guys." If your strongest moment is at 0:40, a piece of it belongs at 0:01. Make this a fixed step in the process and your retention curve stops falling off a cliff at the start.
How Re-cut the opening so the payoff, or a promise of it, lands before second three. See the hook.
3
QUICKEXPORT
Watch the uploaded version, every time
The cheapest stage to skip and the easiest to regret. Export to the platform spec, upload, then re-watch inside the app, not on your desktop. Compression can soften a clean edit, and this is the only place in the process where you see what the audience actually sees.
How Open the published video on your phone before you share the link anywhere.
THREE WAYS TO RUN THE PROCESS

By eye, by meter, or in one pass.

OPTION 01

By eye and ear

Free, and better than no process at all. The catch is the one we opened with: your senses adapt and your gear flatters. It works best on someone else's video, or yours after a day away from it. Use the five-stage table above so you are testing against targets, not memory.

OPTION 02

With scopes and meters

Accurate and honest. A loudness meter, a waveform, a scope for exposure. The cost is time and knowledge: you have to know each target, open three tools, and read them correctly for every video. Great if you genuinely enjoy this part. Most people do not.

OPTION 03

With a coach in one pass

Hand the file, or a link, to CutScore. It runs every stage against the right standard for your genre and returns a 0 to 100 score with timestamped evidence and the fixes. No scopes to read. See a sample report.

How CutScore turns the process into one click CutScore is an AI video quality coach built around exactly this process. It computes the measurable craft deterministically (loudness with an EBU R128 meter, exposure, focus, shot length, caption placement and the rest) and reserves AI for the genuinely subjective parts. You get one score, the evidence behind it, and a prioritised list of fixes, before anyone else sees the video. It judges the craft of the video itself, so it sits next to a growth tool rather than competing with one. More on the method and the standards.
QUESTIONS

Frequently asked.

It is a repeatable set of checks you run on a finished video before it goes out, so quality stops depending on how you feel that day. A good one covers five stages: picture, sound, editing, on-screen text, and platform export. Each stage has targets you can hit, like loudness near −14 LUFS or peaks under −1 dBTP, so the answer is a yes or a no, not an opinion.
Because watching is not checking. You have seen the edit forty times, so your brain files quiet audio as normal and a green skin tone as fine. A process forces you to test against fixed targets instead of memory, on gear that does not flatter your work, in the same order every time. That is what turns a vibe into a pass or a fail.
By hand, a careful pass on a short video takes ten to fifteen minutes once you know the targets, longer if you are opening scopes and meters for each one. The slow part is sound and export, because you have to listen on bad speakers and then re-watch the uploaded version. A tool that runs the whole pass at once turns that into a couple of minutes of reading.
Most of it, yes. Loudness, true peak, exposure, focus, shot length and caption placement are all measurable, so a tool can score them deterministically against the right standard. CutScore runs that whole pass and hands back a 0 to 100 score with timestamped evidence and concrete fixes. The genuinely subjective calls, like whether a joke lands, still belong to you.
EARLY ACCESS

Make QC a one-click step.

CutScore runs this whole five-stage process for you and tells you exactly what to fix, with the evidence to back it up. Join the waitlist for early access.

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