alex-agency.pl AI Production Division
PL/EN
AI CREATIVE STUDIO • ALEX-AGENCY.PL

Catalog photography, video and visuals Generated by AI.

I produce photorealistic product campaigns, commercial video spots, and visual assets without renting studios, photographers, or film crews. Complete brand consistency, 10x faster.

4K / 60fps
Production quality for print & video
-85%
Photoshoot budget reduction
100%
Product control (LoRA / ControlNet)
AI_Product_Relight.safetensors
Drag ↔
Final AI commercial catalog render AFTER: AI Scene
Raw product packshot photo BEFORE: Raw Packshot
100% product geometry preserved ControlNet + IC-Light
SECTION 01 // PRODUCTION PORTFOLIO

AI Projects

Each project below details the underlying prompt, generative architecture, and technical parameters. Click any card to inspect full resolution assets and specs.

SECTION 02 // ENGINEERING & CREATIVE PIPELINE

Process and Tools

Commercial AI implementation is never about typing random prompts into a generator.
It is an engineered, repeatable production pipeline ensuring product precision, model likeness, and meticulous lighting control.

01

LoRA Training & Product Specs

I train dedicated micro-models (LoRA) using 10–15 standard product or brand ambassador photos. The AI learns every stitch, label, and tactile texture.

Kohya_ss Flux LoRA
02

Composition & ControlNet

Using ComfyUI, I lock product geometry (Depth / Canny) and build arbitrary environments around it: from Italian marble to rain-slicked Tokyo streets.

ComfyUI ControlNet IC-Light
03

Animation & Camera Motion

I bring static shots to life with video models featuring precise virtual camera dynamics (Zoom, Pan, Orbit), liquid/smoke physics, and character expressions.

Runway Gen-3 Kling AI Luma
04

4K+ Upscaling & Post-Production

I elevate resolution to large-format print standards (B1 / Billboard), calibrate colors against your Brandbook, and export production-ready assets.

Magnific AI Topaz Video Photoshop
MASS AUTOMATION (BATCH PROCESSING)

Bridging visual art with engineering (Python, Node.js, Git)

As a technical creative, I don't just click UI buttons. I author scripts in Python and Node.js that interface directly with AI model endpoints, automatically producing 500 catalog images for an entire e-commerce store overnight.

Tooling ecosystem:
Midjourney v6.1 Flux.1 Pro / Dev ComfyUI Workflows Runway Gen-3 Alpha Kling AI 1.5 ElevenLabs Voice Python & Node.js API Git Version Control
# Automated catalog photography generation (Python + ComfyUI API)
import requests, json, pathlib

def generate_catalog_batch(products_dir: str, lora_model: str):
    api_url = "http://127.0.0.1:8188/prompt"
    for raw_photo in pathlib.Path(products_dir).glob("*.png"):
        payload = {
            "model": "flux1-dev-fp8.safetensors",
            "lora": lora_model,
            "controlnet_depth": str(raw_photo),
            "lighting": "IC-Light Studio Softbox 5500K",
            "upscale": 4096
        }
        res = requests.post(api_url, json={"prompt": payload})
        print(f"[OK] 4K catalog frame generated for: {raw_photo.name}")

generate_catalog_batch("./raw_products", "client_brand_v3.safetensors")
SECTION 03 // WHY HIRE AN AI PRODUCTION SPECIALIST?

Business Value

AI in my workflow is not a novelty—it is a direct competitive advantage: slashed production budgets, accelerated A/B creative testing, and limitless scalability.

Traditional Photoshoot vs AI Production

Real-world benchmark for launching a new collection (20 products + 4 video reels):

Logistics & Studio
Studio rental, transport, physical sets (€1,500+)
0 EUR (Virtual 3D/AI environments)
Turnaround Time (Time-to-Market)
2 – 4 weeks from brief to retouching
24 – 48 hours (Campaign-ready)
Models & Image Rights
Time-bound, geographically limited licenses
Perpetual, unrestricted likeness rights
Scenery / Season Shifts
Organizing an entirely new location shoot
Shifting winter to summer beach in 15 minutes
Full brand repeatability & legal certainty In-House Production Readiness
COST SAVINGS SIMULATOR

Calculate your team's savings

Adjust the sliders below to estimate your monthly budget savings with an AI production pipeline:

Catalog / lifestyle photos per month: 40 pcs.
Video spots / Reels / TikToks per month: 6 videos
Traditional production agency estimate: 4,100 EUR
Monthly budget saved: ~3,360 EUR
Time saved: ~16 days

Higher ROAS in Performance Marketing

Rather than testing 2 ad creatives in Meta / Google Ads, I deliver 25 distinct visual variations in the same turnaround time, eliminating audience ad fatigue.

Harmonized Product Catalogs

Hundreds of products from diverse suppliers receive consistent studio lighting, shadow angles, and luxurious backgrounds matching the brand guide.

Pre-Production Prototyping

I visualize packaging, industrial designs, and merchandise in photorealistic scenes before manufacturing begins, facilitating pre-orders and early validation.