About Cuevo Studio Workflow

Cuevo AI is an advanced generative AI video creation platform. It aims to replace traditional photography studios, cameras, expensive sets, and complex post-editing workflows with fully automated AI-driven production pipelines. Simply provide your scripts or raw audio/video assets, and the platform will generate broadcast-ready, ultra-realistic AI digital presenter videos in minutes. No professional editing training or expensive recording equipment required.

Cuevo Core Rendering Engine

Cuevo's smart orchestration engine automatically structures your text by checking paragraph boundaries. Based on the spoken duration of each sentence, it predicts the corresponding host movement (A-Roll), auxiliary typographic cards (VFX cards), or background B-Roll videos/Manim math animations, which are then compiled in parallel into the final video.

Three Orchestration Pillars of Cuevo Studio

Understanding Cuevo Studio's underlying orchestration mechanism is key to efficient video creation. Unlike traditional multi-track timeline video editing software, Cuevo adopts an innovative multimodal visual atom orchestration logic:

1Script as Timeline

The spoken text is the chronological anchor for all audio-visual elements. The engine estimates the voiceover duration based on your text length, aligning all visual entrances, transitions, and fades perfectly to the voice.

2Single-Shot Exclusive Visual Atom

Each independent shot has one and only one Primary Visual (PV) setting. You don't need to manually overlay video tracks; simply choose whether this shot displays a presenter's face, a B-roll, a mathematical formula, or a typographic chart.

3Prompt Reflection & Parallel Rendering

After confirming the storyboard, the system automatically runs AI reflection to optimize prompts for each shot. During rendering, dozens of cloud GPUs process all shots concurrently to compile the final HD MP4 video.

A-Roll Avatar Presenter

A-Roll is the primary visual channel featuring ultra-realistic AI presenters. The platform uses proprietary lip sync and facial muscle micro-expression models to align voice and lip movements within milliseconds, capturing subtle eye blinks, gaze directions, and head turns.

Framing Control

Supports medium shot mid (best for narratives, smooth body movements) and close-up close (best for transitions and emphasizing key punchlines).

Prompt Syntax

Write in English following a standard schema: [subject] + [micro-action] + [fixed camera view description]. Avoid panning or drifting camera movements to keep focus sharp.

Shot Configurationpv: "A-Roll"
Script
Welcome to Cuevo AI digital presenter studio.
visual_description
the host raises one eyebrow and leans forward slightly, locked-off shot, tripod-mounted, completely still camera.

B-Roll Footage & Overlays

B-Roll (supplementary visual footage) is triggered when concrete objects, scenes, or actions are mentioned. The screen cuts entirely to real video clips or slides while the presenter is hidden, but the voiceover continues smoothly in the background.

Concreteness Principle

Describe physically captureable scenes (e.g., "hands holding device") rather than abstract phrases like "representing high tech" or "cutting edge concepts".

Multimodal Adaptation

Integrates global library search. For static image overlays, the engine auto-applies a slow camera zoom (Ken Burns effect) for dynamic visuals.

Shot Configurationpv: "B-Roll_Footage"
Script
We will piece all the torn paper sheets back together, restoring its original form.
visual_description
a hand slowly arranging torn white paper scraps on a dark table, top-down shot, minimalist composition.

VFX Rich Card Visualization

VFX_Animation automates complex slides or AE motion designs. Based on typographic text inputs and card intents, it automatically draws, scales, and animates gorgeous charts and layout overlays.

16 Rich Card Libraries

Includes comparison lists, big numbers, definitions, quotes, running code, and astrology cards (refer to the Card Encyclopedia).

Intent-Driven Layout

Define titles, metrics, or comparisons directly in natural language; the engine designs the card layout and handles the transitions automatically.

Shot Configurationpv: "VFX_Animation"
Script
Within a mere 48 hours, this massive asset pool of 600 billion dollars was entirely wiped out.
card_intent
Comparison Card - Left value "$600B" crossed out and changes to "$0", label "48 hours ยท 158 years".

Manim Math Animations

Manim is an elite mathematical animation engine. Cuevo Studio's pipeline natively integrates cloud-based Python environments, allowing the engine to write code and render lossless vector animations automatically based on your concept intents.

Vector Accuracy

All curves, coordinate systems, and tangent lines are mathematically computed, ensuring ultra-sharp outputs that highlight the pure beauty of math and sciences.

Best Fits

Highly recommended for neural network gradient updates, matrix transforms, geometric morphs, and calculus limits.

Shot Configurationpv: "Manim_Video"
Script
The algorithm continuously searches for the local minimum of the cost function via gradient descent.
manim_intent
Gradient descent trajectory: 3D loss surface bowl + tangent vectors + a red ball rolling down along the gradients to the local minimum.

Whiteboard Animation

Whiteboard_Animation simulates real blackboard or whiteboard drawing paths. By defining multi-step sequences, you can cleanly explain system lifecycles or procedural micro-services step-by-step.

Three-Step Growth Sequence

The configuration description must contain at least 3 distinct drawing stages (e.g., "Step 1: Draw Node A; Step 2: Draw connecting lines; Step 3: Grow the container outline").

Typical Use Cases

Service mesh topologies, multi-threaded scheduler logic, corporate hierarchies, or layered process diagrams.

Shot Configurationpv: "Whiteboard_Animation"
Script
Once the tokens are received at the input layers, they go through dot-product operations, and the entire sequence is captured by multi-head attention.
whiteboard_intent
Three-step sequence: Step 1, two tokens appear; Step 2, a line representing dot-product is drawn between them; Step 3, attention maps cover all remaining token pairs.

Paper Academic Citation & Display

Paper mode is a heavy-duty feature designed for academic sharing and research deep dives. It supports linking PDF files directly from the Cuevo Library, performing pixel-perfect camera zooms, and linking highlights.

Four Visual Sub-PVs

Supports publication cover cards (Paper_AttributionCard), precise page zooms (Paper_PageZoom), red/yellow highlighting (Paper_PageHighlight), and inline chart/table snapshot extraction (Paper_FigureBroll).

Scientific Rigor

No post-editing needed. Automatically overlays high-definition journal pages on the screen with dynamic camera tracking, ensuring a highly logical presentation.

Shot Configurationpv: "Paper"
Script
The attention mechanism lies at the very heart of the transformer network.
paper_intent
Paper_PageHighlight effect - Citations to paper "Attention Is All You Need", page 3, paragraph 2, highlighting the line "Attention is all you need" with a transparent yellow marker.

Tech Stack & Output Format

Cuevo uses its proprietary smart orchestration engine + LTX text-to-video model + multiple TTS voice synthesis solutions. All computing is done on cloud GPU clusters, requiring no software installation or specific hardware from the user. The final output is a standard MP4 (H.264 encoded) video file, compatible with all major players, social media platforms, and editing software.

The platform features the following built-in core AI tool modules, which you can use independently to render single clips or combine freely in the Studio workspace:

Text to Video

Input Chinese or English prompts to quickly render high-fidelity text-to-video clips in the cloud.

Image to Video

Upload static PNG/JPG images and use optical flow models to generate limited natural motion.

AI Avatar Presenter

Combine pre-trained ultra-realistic presenters with custom text scripts to automatically generate gestures and facial expressions.

Voice Cloning

Record and upload a few minutes of your own audio to clone your voice and generate realistic TTS voiceovers.

Smart Lip Sync

When replacing audio with another language, the lip sync algorithm automatically matches lip movements to the sound.

Explore AI Tools

Discover all advanced audio-video rendering components including multi-character podcasts, talking photos, and audio noise cancellation →

Typical Use Cases

๐Ÿ“น Education & Online Courses

๐Ÿ“Œ Pain Point:Traditional recording requires instructors to repeat hours in front of the camera, requiring total re-shooting when content updates, which is very time-consuming.
โœจ How We Help:Just import lecture outlines (text), and a realistic AI presenter video will render automatically. Use VFX Rich Cards to show key points and structure, translate to multiple languages in one click, and expand your course library instantly.

๐Ÿ“Š Corporate Promos & Product Demos

๐Ÿ“Œ Pain Point:Recording product walkthroughs with voiceovers is complex, and post-production color grading, sync, and minor edits have high maintenance costs.
โœจ How We Help:Insert screenshots directly into the storyboard using B-Roll footage & overlays, and use Whiteboard animations to draw system workflows and product logic step-by-step, completed in minutes.

๐ŸŽ™๏ธ Social Media & Global Marketing

๐Ÿ“Œ Pain Point:Content creators and marketers need to post multi-lingual videos daily; manual filming and foreign voiceover hiring are extremely costly.
โœจ How We Help:Use high-expression close-up presenters (A-Roll close) for gold-level hook effects, coupled with Voice Cloning. Tweak scripts to deploy global marketing videos in different languages and scripts in minutes.

๐Ÿ“ Science & Knowledge Explainer

๐Ÿ“Œ Pain Point:Hardcore science explainers have a high entry barrier; PowerPoint presentations are dull, while making custom AE math animations takes too much effort.
โœจ How We Help:Search and bind Paper databases, auto-highlight lines and zoom in on original PDF pages, and use Manim math animations to accurately compile equations or vector models.

๐Ÿ’ผ Onboarding & Compliance Training

๐Ÿ“Œ Pain Point:Repetitive onboarding and safety compliance sessions for distributed teams are tedious, and materials frequently update, raising re-recording costs.
โœจ How We Help:Generate engaging digital presenter tutorials directly from documents. Utilize VFX definition & comparison cards to emphasize key takeaways, self-serving your corporate training.

๐Ÿš€ More Creative Use Cases

Whether it's rapid news broadcasting, deep-diving whitepapers, or multilingual education, you can freely combine A-Roll, B-Roll, VFX cards, and Manim math animations to construct stunning visual assets for your industry.

Discover your custom solution in Cuevo Studio

๐Ÿ’ก No Editing Skills Needed

Creating videos in Cuevo is as simple as typing an email or writing a document. The system processes layout, grading, and sound mixing in the cloud, removing the entry barrier of purchasing expensive gear.

Any Other Questions?

Our support team is online on weekdays to help you with custom avatar training and enterprise batch rendering.

Contact Support