NVIDIA Inception 2026 Approved member · GPU-native from commit zero
AvatarAI live · 3 more in production sprint

An AI Foundry.
Four GPU-native products.
Shipping globally.

A New York-incorporated AI product studio building production-grade, GPU-accelerated software across generative video, computer vision, and agentic AI — with NVIDIA technology at the core of every pipeline.

$1.5T
Combined TAM across four product lines
31%
CAGR — global generative AI video 2024–2030
A10G
Current production GPU class · Modal Labs
4 + 1
Products in portfolio (Inception-listed)

Each independently shipped, monetizable, NVIDIA-native.

Vertical AI for emerging markets — the markets Synthesia, HeyGen, and the rest of Silicon Valley don't serve. Each product targets a defensible niche with domain-trained models on NVIDIA hardware.

🎬
FLAGSHIP · LIVE

AvatarAI

Generative AI · Talking-head video
A credit-based AI talking-head video API competing with Synthesia ($180M raised), HeyGen, and Kling — at 10–100× lower cost. Native Urdu, Hindi, Arabic, Bahasa at launch. Pay-per-second. No watermark. Running in production on NVIDIA A10G via Modal Labs.
Next.js 16 · Modal A10G · CosyVoice · LatentSync · GFPGAN · Neon · R2 · Stripe
Visit AvatarAI →
🔍
COMPUTER VISION

FabricScan

CUDA-accelerated vision transformers
Real-time fabric defect detection for textile mills. Human inspectors miss 20–40% of defects at production speed. Our TensorRT-optimised Vision Transformer pipeline detects in milliseconds at factory edge. Targeted at the 3.6M textile mills globally.
PyTorch · Vision Transformers · TensorRT · CUDA · NVIDIA Triton
Visit FabricScan →
🤖
AGENTIC AI

SourceIQ

LLM-based supplier intelligence
Multi-agent orchestration replacing 6–8 weeks of manual textile sourcing with seconds of inference across 50+ global markets. Built on retrieval-augmented LLM pipelines tuned to textile trade vocabulary, certifications, and compliance.
LangGraph · NVIDIA NeMo · RAG · Vector DB · Multi-LLM routing
Visit SourceIQ →
🎨
GENERATIVE AI · DIFFUSION

TextileLens

AI fashion product photography
Diffusion + ControlNet pipeline replacing $2,000+ per-SKU studio photography. Scales to thousands of SKUs instantly with brand-consistent output. White-label ready for fashion DTC brands.
SDXL · ControlNet · CUDA rendering · Batch processing · R2
Visit TextileLens →

The next AI breakthrough won't be a chatbot. It'll be a vertical product.

Generative AI has produced one trillion-dollar horizontal model. Synthesia raised $180M building a single vertical. Kling crossed $50M ARR in 8 months. The pattern is clear: the winners are vertical, GPU-native, and shipped — not researched.

// 01
Emerging markets are structurally underserved
The same Synthesia / HeyGen / Kling-class products are needed in textile, fashion, creator economy, and B2B video — but at 10–100× the affordability and built GPU-first from day one. We are building four of them.
// 02
NVIDIA stack is the moat — used end-to-end
Each product requires sustained GPU compute (training, fine-tuning, low-latency inference) on NVIDIA hardware — A10G, A100, H100. We are not retrofitting CUDA into existing infra. We start GPU-first.
// 03
Founder-led emerging-market distribution
A decade of textile sourcing across global supply hubs in Asia, Europe, MENA, and Latin America. The network is the moat for SourceIQ + FabricScan and the distribution channel incumbents cannot replicate from a single market.

Every product. Every pipeline. NVIDIA-accelerated.

We are not retrofitting NVIDIA into existing infrastructure. AvatarAI was built GPU-first from commit zero (Modal A10G integration in the first sprint). Our 24-month roadmap depends on Inception-tier access to TensorRT-LLM, NeMo, Triton, and DGX Cloud for diffusion fine-tuning at scale.

A10G GPUs (Modal)
● LIVE — AvatarAI production
CUDA
● LIVE — preprocessing + inference
cuDNN
● LIVE — ViT training accel
TensorRT
○ Q2 2026 — FabricScan edge
TensorRT-LLM
○ Q3 2026 — SourceIQ + AvatarAI H100
NVIDIA Triton
○ Q3 2026 — multi-model serving
NVIDIA NeMo
○ Q4 2026 — custom LLM fine-tune
NVIDIA NIM
○ 2027 — enterprise on-prem
DGX Cloud
○ Inception Lab — diffusion fine-tune

Validated by every major cloud platform.

Bin Abdullah LLC is an active New York LLC (EIN 36-5094922, incorporated January 24, 2024, Brooklyn). Already approved by NVIDIA Inception 2026 + four other major cloud startup programs.

NVIDIA Inception 2026 — Approved May 15
☁️ AWS Activate — $1,100 credits
🔷 Microsoft Founders Hub — $1,000 Azure
Cloudflare for Startups — $5,000 edge AI
🌊 DigitalOcean Hatch — serverless GPU

One builder. Four products. Domain-native distribution.

MH

Muhammad Hasnain

Sole Member & CEO · Bin Abdullah LLC · Brooklyn, NY

10+ years global textile sourcing — active supplier relationships across Asia, Europe, MENA, and Latin America. Original network is the moat for SourceIQ + FabricScan. Full-stack AI builder — Python, TypeScript, Next.js, GraphQL, multi-LLM pipelines, GPU inference (CUDA/TensorRT), Modal serverless GPUs. Microsoft Applied Skills "Create an AI agent" — lab-based assessment, May 2026. Anthropic Claude Code 101 + Claude Cowork certified. UK Qualifi Level 5 Diploma in Business Management (Ofqual-regulated).

Four products. One NVIDIA-first studio.

We are not a Silicon Valley company chasing a market we don't understand. We are the market. NY-incorporated, NVIDIA-native, shipping globally from day one.