R&D
Signal over subjectivity.
Engineering notes from the studio. We build virtual-production and AI-VFX pipelines that are validated by the waveform, not the eye — here's how, and why it holds up on a delivery timeline.
Pricing · AI Video
How Much Does AI Video Production Cost in 2026?
Real CAD pricing for AI ads, brand films and monthly content — and why it's so different from a traditional quote.
Comparison · VFX
AI VFX vs Traditional VFX: Cost, Speed & Quality
An honest comparison on the three axes that decide a job — with an interactive turnaround chart.
Virtual Production · Explainer
What Is ICVFX? Virtual Production & LED Volumes Explained
In-camera VFX in plain English — how LED-volume shoots work, and why colour is the hard part.
Ethical AI · IP
Local-First AI Video: Why On-Device Generation Protects Your IP
Most AI tools ship your footage to the cloud. Here's why keeping generation on-device is IP protection.
Real Estate · Architecture
AI Video for Real Estate & Architecture: Sell Before You Build
Turn drawings into cinematic marketing for unbuilt space — faster and cheaper than traditional renders.
Virtual Production · Color
Color That Survives the Wall: An ICVFX Color Pipeline for HDR Virtual Production
Why footage off the LED volume drifts — and the engine-to-wall color management that keeps it consistent through grade.
AI VFX · Relighting
Does AI Relighting Obey Physics? A Waveform-First Test
A method for telling real relighting from a math artifact — what light is allowed to do to a signal, and what it isn't.
Generative · Previs
Precision Over Prompts: AI Previs as a Production Contract
Generative previs that translates directly to live-action — identity permanence, an optical "global lock," and zero hallucination.
VFX · Quality Control
Forensic QC: Putting AI Shots on a Broadcast-Safe Master
A signal-first workflow for integrating AI-generated shots into a Rec.709 master without breaking delivery.
AI VFX · Compositing
Signal Over Subjectivity: A Standard for AI Sky Replacement
"The image isn't redder — it's more truthful." A QC standard that keeps the original plate mathematically intact.
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