DynamicVibe Productions Presents

The Edit Bay

Precision Crafted. Powered By AI.

Emmy-Winning Sports Editor · AI Filmmaker · Generative Video Evaluation Specialist

01 Sports Editing 02 AI Filmmaking 03 AI Evaluation
Sports Editing The Reel Bay

Broadcast-proven work presented as cinematic proof, with the reel carrying the story before the copy explains it.

 AI Filmmaking The Creation Bay

Generated scenes, shot design, edit rhythm, grade, and final sequence positioned as a filmmaking system.

 AI Evaluation The Control Bay

Model comparison, temporal coherence, frame judgment, rubrics, and ScopeLab precision inside a control-room language.

Three Disciplines.
One Creative Vision.

Sports editing. AI filmmaking. Generative video evaluation. Three specialisms — the same obsessive attention to craft on every project.

2x Sports Emmy Winner · Judge Since 2017

Sports Video Editing

Two Sports Emmy Awards. Emmy judge since 2017. 20+ years cutting elite content for international brands and broadcasters. Every frame timed to the energy of the moment — from live-action highlights to full productions.

  • Sports Highlights & Reels
  • Broadcast & Network Delivery
  • Brand & Sponsorship Films
  • Social Media Cuts & Reels
  • Color Grading & Motion Graphics
Get a Quote
AI Filmmaking

AI Filmmaking

Directing and producing AI-generated cinematic content — from idea to final cut. Idea-to-frame generation, AI compositing, and hybrid live-action/AI pipelines.

  • AI-Generated Footage & Scenes
  • Cinematic Prompt Direction
  • Hybrid AI / Live-Action Edits
  • Kling, Runway, Veo & WAN 2.1 Workflows
  • AI Music & Sound Design
Work With Me
AI Video Model Evaluation

AI Video Model Evaluation

Applying broadcast-level visual judgment to generative video evaluation — ranking model outputs, calibrating ground truth, and providing human feedback that improves frontier AI video models.

  • Temporal Coherence & Motion Realism
  • Prompt-to-Output Alignment Scoring
  • RLHF Ranking & Model Comparison
  • Failure Mode Tagging & Rubric Scoring
  • Training Data QA & Ground Truth Calibration
View Evaluation Services

Hiring for AI video evaluation? Specialist page for AI labs, annotation platforms & frontier model teams — xAI, OpenAI, Runway, Scale, Mercor, DeepMind.

Hire Me for AI Video Evaluation
20+Years Editing
500+Videos Delivered
50K+Visual Assets Evaluated
100%On-Time Delivery Rate
AI Filmmaking

Where AI Meets Cinema

Blending 20+ years of editorial craft with cutting-edge AI tools — generating, directing, and refining visual stories that wouldn't be possible any other way.

AI Filmmaking Hub
Play
Featured Spot

The Filmmaker Toolkit, In One Cut.

Frame analysis, prompt building, shot planning, consistency, and the CineBible memory layer — the whole DynamicVibe workflow as a single system.

Explore Toolkit
FrameDNA CinePrompt Consistency Keeper Script To Shots CineBible
Play
DynamicVibe Tools

The Filmmaker's Toolkit

A connected production toolkit for AI filmmakers, editors, and evaluators — from visual DNA and prompt building to browser scopes, subtitles, and project memory.

Five-tool workflow + Finish

The Core Filmmaking Pipeline

Start with a reference, build the prompt language, lock the look, expand it into shots, save the recipe — then upscale and finish for delivery.

Explore the workflow
Extract
FrameDNA Reads a reference frame and turns shot type, lens, lighting, grade, texture, and mood into prompt-ready visual DNA.
Build
CinePrompt Builds cinematic prompts with camera, lens, movement, lighting, color, film stock, and platform-specific output.
Lock
Consistency Keeper Locks character, location, and style anchors so a sequence keeps the same identity from shot to shot.
Sequence
Script to Shots Turns a script, scene, or beat sheet into a shot list with one AI-video prompt per shot.
Save
CineBible Saves approved prompts, references, thumbnails, seeds, characters, and continuity notes as project memory.
Finishing — post-production
Finish
AI Upscaler
4× upscaleFace restore60fps boostBatch queue
Take generated shots from preview to delivery — Real-ESRGAN 4× upscaling, GFPGAN face restoration, and RIFE frame interpolation. Runs on fal.ai with your own key.
Free Chrome Extension
ScopeLab Broadcast scopes for Chrome

Broadcast-grade waveform, vectorscope, RGB parade, and frame-diff analysis directly inside Chrome for YouTube, Vimeo, Twitch, Frame.io, and browser-based review.

Waveform Vectorscope RGB Parade Frame Diff
Open ScopeLab
Desktop App · €39 One-Time
CineScribe Offline subtitle engine

Local Whisper-powered subtitles for video and audio. Batch files, edit cues, export SRT or VTT, and burn captions in without a subscription or cloud upload.

100% Offline Whisper AI SRT + VTT Burn-In Export
View CineScribe
Audio & Music04
CineFoleyPrecise soundscape and foley prompts for AI audio models. CineBeatStem-split tracks and rebuild timelines with cinematic directives. Music MakerLyria-style music prompts and production-ready audio direction. TempoKeyKey, BPM, Camelot, waveform, energy, and music-prompt direction.
Planning & Routing06
CineSlateSlate scenes, takes, metadata, and notes for cleaner AI shoots. Character SheetVFX-style master reference sheet for consistent characters. CineRouteRoute a shot idea to the AI video model most likely to nail it — now inside the Model Matrix. Model MatrixCompare AI video platforms by quality, features, and fit. CostLabEstimate real generation costs with pricing and failure rates. JSON PromptStructured image-prompt builder — now the Stills / JSON tab inside CinePrompt.
Color & Campaign03
CineGradeMatch a still to a reference look and export production LUTs. Campaign EngineTurn one brief into a full, export-ready social content pack. DVP VaultStore campaign memory, prompts, references, and finished packs.
The full arsenal — 13 supporting tools Searchable and filterable, with the AI evaluation lab and workflow guides. The homepage gives a taste; the catalogue lives on its own page.
Explore all tools →
Marc Warfield
About Marc

The Editor.
The Filmmaker.
The AI Expert.

I'm Marc Warfield, founder of DynamicVibe Productions. With 20+ years editing elite sports for international brands and broadcasters, I have built a career on cinematic storytelling under pressure, from live broadcast to high-end commercial productions.

Now I am pushing the craft further with AI filmmaking and expert visual AI training. As an AI image and video annotator/tutor for leading platforms, I bring a professional filmmaker's eye to the task of teaching machines how to see, and a technologist's edge to every edit I make.

Sports Editing Color Grading Motion Graphics AI Filmmaking AI Video Evaluation Prompt Engineering Visual Storytelling DaVinci Resolve
Download CV Email Marc LinkedIn