In the past year,AI Video CreationThere was a clear change: from “playing models” to “clattering processes”。
IF YOU'RE JUST USING AI TO PRODUCE A FEW PICTURES AND RUN A FEW VIDEO MODELS, YOU'LL SOON HAVE A BOTTLENECK:
Images are not uniform, roles are inconsistent, lenses are confused and editing rhythms are out of control。
THE REAL, ENERGY-RICH, POWER-DELIVERY AI VIDEO MUST DEPEND ON A CLEAR SET OF REUSABLE VIDEOSSOPWorkstream。
THIS ARTICLE, I WANT TO SYSTEMATICALLY DISMANTLE A SET OF THINGS THAT I'VE TESTED OVER AND OVER AGAIN IN THE ACTUAL PROJECT. AI VIDEO FROM THE SCRIPT SPECTROSCOPY AND THE ART GRAPHICS AND THE PRODUCTION OF THE VIDEO AND THE EDITING OF THE WHOLE PROCESS METHOD, IT IS NOT A TOOL TUTORIAL, BUT A STRUCTURED WAY OF CREATING。
WHY
Traditional video production is essentially the process industry:
The script spectro spectro, spectro, spectro, spectro, to shoot the clip。
THE EMERGENCE OF AI DID NOT SUBVERT THAT LOGIC, BUT SIMPLY REPLACED THE "PORNOGRAPHY" WITH "GENERATION"。
But many people make mistakes:
Directly from one sentence Prompt start
It's too much
Skip art
AND FINALLY, LOOK AT THE AI CLIP TO SAVE
As a result:
- Every frame looks good, but it's not like a piece。
SO THE FIRST THING WE DO IS PUT AI CLEARLY BACK IN THE VIDEO INDUSTRY
Designing a standard path for it from creativity to film。
STEP 1: THIS STAGE OF THE PLAY -- "STRUCTURAL DOCTOR" WITH AI, NOT A PEN
IN THIS SOP, THE SCRIPT IS NOT "GENERATED" BUT "CALIBRATED."。
AI HAS FOUR OF THE MOST IMPORTANT VALUES AT THIS STAGE:
Structure check
Is there a logical breakup
- Is the mattress not enough
- Is the mood jumping
- Personal consistency verification
- The line is personal
- Consistency of motive
Rhythmic and emotional curve adjustments
- Where should it be
- Where should I leave it
Multi-version rewrite comparison
- 2-3 different directions
- Help creators make "director selection"
THE KEY HERE IS NOT "LET AI WRITE THE SCRIPT."
IT'S TO MAKE AI AN UNTIDY SCRIPT EDITOR。
STEP 2: SPECTRUM DESIGN - AI IS NOT A PAINTING, IT'S A LENS LANGUAGE SYSTEM
THE SPECTROSCOPE IS THE MOST EASILY UNDERESTIMATED, BUT MOST DETERMINED, PART OF THE AI VIDEO CREATION。
IN SOP, WE WILL FIRST GET A SCRIPT OF THE TEXT
Every shot:
Based on tools such as Google AI Studio, AI can help accomplish three things:
Recommended camera language based on playplay
Is it reasonable to automatically calibrate the lens
Quick change spectroscope (rather than overturn)
You'll find:
- WHEN THE SPECTROSCOPE IS CLEAR, ALL THE AI IN THE BACK WILL BE "BE GOOD."
Step three: The art style is fixed -- this is a key step in determining the "higher sense."
Before we go into anything, we'll do something first: lock it in。
This step usually has three dimensions:
1 ️⃣ Colour System
Main Hue
Comparative relations
Cold
Two, visual
Write / Animation / Animation
The particles are weak
Is it a movie thing
3 radiant style
Rembrandt
Natural dispersing light
Stage/ Demography
THE ADVANTAGE OF AI IS THAT YOU CAN GENERATE MULTIPLE STYLE COMPARISONS IN A VERY SHORT PERIOD OF TIME, NOT BY IMAGINATION AND LANGUAGE。
The more solid this phase is
The lower the cost of returning to work, the lower the rest of the drawings, videos and clips。
STEP 4: BATCH GENERATION OF SPECTROSCOPES -- USING AI AS "THE DIRECTOR'S ALTERNATIVE LENS LIBRARY"
The most painful thing about the traditional spectroscopy is that each modification is almost redrawn。
IN THIS SOP, WE'LL BE BASED ON A CONFIRMED ART STYLE
Using models like Nanobanana Pro, Gemini and others:
- From " a standard spectroscope " to produce " a similar but differentiated spectroscope version " 。
The process is very clear:
Upload reference lens
Lock style and character characteristics
Allow fine-tuning only on image/ angle/ view
One-time generation of multiple versions
Quick cross-references, direct decisions
What is this step in essence? - What if the director's head goes like this。
Step five: The critical transition from static to dynamic - a life map to a live video
Once the spectroscopy has been finalized, it will enter the real “live video” phase。
In the case of Tapnow's workstream, it's not about moving, but about three more important things:
Cameras are controlled
The core value of this step is:
Let creators see at the “generation stage” the feeling of being close to a piece。
STEP 6: UNITY OF ROLES - AI VIDEO IS THE EASIEST PLACE TO TURN OVER
AS LONG AS YOU'VE MADE AN AI VIDEO, YOU HAVE TO STEP ON THE PIT: ONE CHARACTER, TWO PEOPLE BACK AND FORTH。
The solution is not "tick a few times" but to create a system of character coherence:
Role library creation
Feature Lock
Multiple scenes reuse
Automatic quality check
THIS IS A CRUCIAL STEP IN MOVING THE VIDEO FROM AN "EXPERIMENTAL SENSE" TO A "WORKS SENSE."。
STEP 7: AI CLIP - A PLACE WHERE EFFICIENCY CAN REALLY BE DIVIDED
The last step is editing。
THE REAL VALUE OF AN AI CLIP IS NOT "FULL AUTOMATIC" BUT HAND OVER TO THE MACHINE THE MANUAL WORK OF 70-80%:
Automatically match the music rhythm
Sort First Clip
Remove Waste
Generate many style versions
With the help of tools such as Sora Clip Template, editing efficiency can increase around 90%。
And human creators need only do one thing: judge and trade。
WHAT IS THE CORE VALUE OF THIS SOP
IN CONCLUSION, THIS AI VIDEO WORKSTREAM DOES NOT PRODUCE "DAZZLING" BUT FOUR VERY REALISTIC RESULTS:
Efficiency
REDUCTION OF OVERALL PRODUCTION CYCLE BY 60% OR MORE
Cost
A small team can do high-level work
Ideas
The director has unprecedented space for error
• Quality
Common style, stable character, controllable rhythm
at last
AI WON'T LET EVERYONE BECOME A DIRECTOR, BUT THE PROCESS WILL MAKE PEOPLE WHO REALLY HAVE JUDGMENT GO FURTHER。
WHEN AI VIDEO MOVES FROM AN "INSPIRATION-DRIVEN" TO A "PROCESS-DRIVEN," CREATION REALLY BEGINS TO BECOME A SUSTAINABLE ABILITY。
What you're doing is:
A short brand
Concept
IP ANIMATION
Exhibition Image
AI NARRATIVE
THIS SOP, IT'S GOING TO BE A VERY LOW-LEVEL STRUCTURE THAT YOU'VE BEEN GRINDING。