Generative AI Pipelines —
Built for Production
Custom image, video, and audio generation systems. We engineer the full stack — from GPU compute to final output — for advertising, content, and product teams that need to ship at scale.
Recent Work
AI UGC Video Studio — MVP for Advertising Agency
Presenter image + product script + voice → lip-synced H.264 MP4s at $0.40/hr GPU cost. Zero actors, zero studio.
What We Build
Every modality of generative AI — engineered to run reliably in production, not just in a notebook.
AI Video Generation Pipelines
End-to-end video synthesis pipelines using LTX-2, Wan2.1, and similar models. Model-native lip sync, motion conditioning, and H.264 output — ready for Meta, TikTok, and YouTube Shorts.
Image Generation Systems
Scalable image generation with Flux, SDXL, and ControlNet — configured for consistent brand output, product photography, character generation, and style-locked creative pipelines.
Synthetic Voice & TTS
Custom TTS pipelines using Qwen3, ElevenLabs, and open-source models. Voice character configuration, script-to-audio automation, and audio conditioning for downstream video models.
ComfyUI Workflow Engineering
Production ComfyUI workflows designed for repeatability and operator control. Custom nodes, API wrappers, and CLI tooling so non-engineers can run complex pipelines with minimal commands.
Cloud GPU Orchestration
GPU compute provisioned on-demand — A6000, H100, and beyond. We configure the runtime, VRAM allocation, and job queuing so your compute cost tracks your output, not idle time.
Lip Sync & Avatar Systems
Model-native lip sync via audio VAE conditioning (not bolted-on post-processing). Presenter image + script + voice → broadcast-ready video. Fully swappable inputs, fully repeatable output.
Industries & Use Cases
Advertising & UGC
Synthetic presenter videos for Meta, TikTok, and YouTube — no actors, no studio, no usage rights.
Product Marketing
AI-generated product demo clips, explainer videos, and visual assets at scale.
Content Operations
Automated content pipelines for publishers, creators, and social-first brands.
E-learning & Training
Synthetic presenter-led training videos with voice, script, and visual customisation per module.
Stack
Have a Generative AI Project?
Tell us what you want to generate. We'll scope the pipeline, the compute, and the cost — then build it.
Get in Touch