Custom AI Image, Video & Visual Generation Pipelines
Production Stable Diffusion (SDXL/SD3), Flux.1 & ComfyUI Workflows
Build custom generative AI pipelines for photo-realistic product staging, consistent brand characters, architectural visualization, and AI video generation. We train custom LoRAs and deploy high-throughput API endpoints via ComfyUI and RunPod.
Automated Generative Image & Video Pipeline
From prompt expansion and ControlNet spatial conditioning to headless ComfyUI inference and super-resolution upscaling, we build end-to-end visual synthesis systems.
Prompt Expansion & IP-Adapter
LLMs expand minimal user prompts into detailed positive/negative conditioning, while IP-Adapter preserves reference image identity.
Custom LoRA & Model Checkpoint
Specialized LoRA adapters apply proprietary character styles, product geometry, or brand aesthetics to foundation weights.
Headless ComfyUI Inference Engine
Serverless GPU workers execute complex node graphs via REST API, utilizing TensorRT for sub-second generation.
Latent Upscaling & Inpainting
Automated facial enhancement, hands repair, and 4K super-resolution with real-ESRGAN deliver production-ready assets.
Enterprise Generative AI Capabilities
Bespoke visual generation engineered for e-commerce, advertising, fashion, gaming, and digital media.
Consistent Brand Characters & Products
Generate thousands of consistent visual assets maintaining exact facial identity, apparel details, or industrial product CAD dimensions.
- InstantID and FaceID character preservation
- Multi-view product staging with accurate lighting
- Zero facial drift across different poses and scenes
Custom LoRA & Dreambooth Training
Fine-tune diffusion models on your proprietary image catalog to capture unique artistic styles, packaging, or brand identities.
- Kohya-ss and Diffusers training pipelines
- Rank-adapted LoRAs with zero catastrophic forgetting
- Fast 24-hour turnaround on custom adapter weights
High-Throughput ComfyUI REST API
Wrap complex generative workflows into scalable cloud APIs for integration with your web apps, mobile apps, and CMS.
- RunPod and Fal.ai serverless GPU autoscaling
- Sub-second response times using TensorRT-SD
- Webhook callbacks with full generation metadata
Generative AI Frameworks & Tools
Flux.1 (Dev & Schnell)
Diffusion FoundationState-of-the-art visual fidelity, typography rendering, and prompt following.
Stable Diffusion (SDXL/SD3)
Open Source EngineHighly customizable text-to-image and inpainting foundation models.
ComfyUI
Node OrchestrationModular graph-based pipeline execution for production APIs.
ControlNet / IP-Adapter
Spatial ConditioningPrecise pose, depth, edge, and reference image guidance.
Kohya-ss
Adapter TrainingIndustry standard for training high-fidelity LoRAs and checkpoints.
RunPod / Fal.ai
Serverless GPUsElastic cloud GPU scaling with per-second billing.
Technical & Engagement FAQs
Ready to Build Production AI That Actually Delivers ROI?
Schedule a 30-minute architecture session with our senior AI engineers. We'll assess your dataset, evaluate model feasibility, and draft an end-to-end implementation roadmap.