DETERMINISTIC AI VIDEO PIPELINES.
SAME INPUT, SAME OUTPUT.
Automated video pipelines, generative motion graphics, AI imagery, 3D product visualization, brand-enforced composition — production-grade creative without the production team.
Visual Production Infrastructure You Own
Six capabilities, arranged by where they sit in the pipeline. Input feeds processing; processing feeds output.
AI Video Pipelines
Job → storyboard → assets → render → QA
Generative Image Pipelines
Multi-provider, brand-enforced, cached
Motion Graphics Systems
KPI clips, data viz, templated social
Brand Profile Enforcement
Colors, fonts, tone — at code level
Multi-Provider Orchestration
Gemini, Veo, Seedance, ElevenLabs, Flux
Cost Control & API Gating
Dry-run → estimate → approve → generate
How the Pipeline Works
Job Definition
Specify what you want: product reel, KPI clip, social asset. Parameters, not prompts.
Product: Jewelry Ring · Duration: 30s · Format: 1080x1920 · Brand: Luxury
Creative Direction
AI generates brief from brand profile + job parameters. Style governed by brand rules.
"Elegant close-ups, slow rotation, gold accent lighting, classical track, 'Timeless Craftsmanship' tagline"
Storyboard
Scene-by-scene breakdown with timing, transitions, text overlays, asset requirements.
S1 (0–5s) Hero on velvet · S2 (5–15s) 360° rotation · S3 (15–25s) Macro details · S4 (25–30s) Logo + tagline
Asset Generation
Multi-provider AI generates images, video clips, voiceover, music. SHA256 content-addressed cache.
Generated: 12 images · 4 video clips · 1 VO · 1 music bed │ Cached: 8/12 images (prior renders)
Assembly & QA
Remotion compositions assemble assets. Deterministic render, automated QA, brand colour audit.
Render: JewelryShowcase.tsx · 4m 23s @ 1080x1920 · brand colours ✓ · MP4 H.264
Systems in Production
Deterministic Video Pipeline
Multi-stage pipeline: job → direction → storyboard → assets → assembly → render → QA. SHA256 content-addressed caching, paid API gating, Remotion compositions.
Multi-Brand Production System
4 distinct visual identities running from a single pipeline. New brand is a configuration file, not a code rewrite.
3D Product Visualization R&D
Image-to-3D pipeline: 10+ models benchmarked with quantitative metrics. Production-ready for simple products, experimental for complex scenes.
Brand Profiles Enforced as Code
Colours, fonts, tone, duration limits, banned terms — enforced at the code level per brand. Two profiles, side by side.
Retail
Luxury
Pipeline Specifications
Lines of code
Production pipeline codebase
Active brand profiles
Extensible via JSON config
AI providers integrated
Gemini, Veo, Seedance, ElevenLabs, Deepgram, Flux
Content-addressed cache
Zero invalidation. Same inputs always hit the same cache slot.
Swap a provider without rewriting the pipeline. Same interface, different backend.
Questions
How is this different from Synthesia or HeyGen?
Those are SaaS tools — black boxes you rent. This is infrastructure you own. Deterministic: same input, same output, every time. Brand-enforced at the code level, not by human review. Cost-controlled with explicit approval gates before any paid API call. Running on your infrastructure, no subscription, no per-video pricing, no vendor lock-in.
Can this replace my video production team?
For templated content — product reels, data visualizations, social assets, KPI clips — yes. For creative direction, brand strategy, and novel concepts — no. The pipeline handles repetitive production work so your creative team focuses on ideas, not rendering.
How much does an AI motion pipeline cost?
Pipeline builds run $25K–$75K depending on composition count, brand profiles, and provider integrations. Ongoing costs are hosting plus API usage — controlled by the cost gating system. A simple 2-composition, single-brand pipeline sits at the lower end. A multi-brand system with 6+ composition types and 3D rendering is at the higher end.
What types of visual content can the pipeline produce?
Currently: product reels, KPI clips, demo walkthroughs, announcement graphics, social assets, and jewelry showcases. Each type is a Remotion composition template — adding new types is a template build, not a pipeline rebuild.
Each is a Remotion composition template. Adding a new type is a template build, not a pipeline rewrite.
LET'S AUTOMATE YOUR
VISUAL PRODUCTION
First call is free. 30 minutes. No deck.