We build AI systems that work in production
Practical AI for environments where trust, deployment control, and operational usefulness matter.
The company
Pixel ML was founded in February 2023 with a clear thesis: enterprise AI needs to work inside real business environments, not just in demos. We build systems that are production-ready and compatible with customer-controlled infrastructure.
We operate through two entities — Pixel ML, Inc. (US) handles product, go-to-market, and partnerships, while IshiLabs Ltd. (Vietnam) runs R&D and engineering. The company is bootstrapped, funded by product revenue from QuickQR.art (1.5M+ users globally) and enterprise engagements.
Our customers span aviation, financial services, media, telecommunications, and consumer goods — industries where AI deployment needs real operational discipline and controlled environments.
What we build
Our primary platform, AgenticFlow, is a no-code AI workflow automation system available on AWS Marketplace. It supports multi-agent orchestration, 3,000+ enterprise tool integrations, and deployment into customer cloud environments.
Beyond the platform, we deliver purpose-built AI systems for specific enterprise problems: video intelligence for operations teams, agentic workflows for editorial and media organizations, and campaign-scale personalization for consumer brands.
Everything we ship runs on AWS services and supports multi-model inference through Amazon Bedrock, with fine-tuning and custom model deployment options for customers who need them.
Leadership & team

Sean Phan
CEO & Founder
10+ years building supply chain and enterprise applications at Alibaba and FPT before founding Pixel ML. Built QuickQR.art to 1.5M+ users, then turned the team toward enterprise AI — shipping agentic workflows, video intelligence, and campaign-scale personalization systems for customers across aviation, financial services, media, and consumer goods. Selected as a Top 50 AWS APAC GenAI Startup founder and invited as an AWS US GenAI Delegate. Based between Singapore and Vietnam.
LinkedInThe team
Pixel ML's engineering and R&D team is based in Vietnam through IshiLabs Ltd., with US-side operations and partnerships managed through Pixel ML, Inc. The team covers full-stack AI delivery: model fine-tuning, agentic workflow orchestration, frontend product development, and DevOps for customer cloud deployment.
Team backgrounds span enterprise software (Alibaba, FPT), cloud infrastructure, computer vision, and NLP. This combination allows Pixel ML to handle end-to-end delivery from first deployment into production without subcontracting core AI work.
Engineering & R&D
Vietnam (IshiLabs)
Product & GTM
US / Singapore
AI & ML
Fine-tuning, orchestration, vision
Infrastructure
AWS-native, customer-managed
Milestones
- Company founded (February 2023)
- Pixel ML, Inc. incorporated in the US
- IshiLabs Ltd. established as R&D center in Vietnam
- QuickQR.art launched — scaled to 1.5M+ users
- AgenticFlow platform launched on AWS Marketplace
- AWS ecosystem partner program
- Selected as Top 50 AWS APAC GenAI Startup
- Invited as AWS US GenAI Delegate (San Francisco)
- NVIDIA Inception program member
- Intel Liftoff program member
- MMA Global #1 Interactive Award (MMA Impact Vietnam)
- FastTrack AI Accelerator participant
- Enterprise deployments: video intelligence, hyper-personalization, agentic workflows
- One ASEAN Startup Award 2025 winner
- Top 10 Qualcomm Vietnam Innovation Challenge
- Patent filed for AFOS Core agent orchestration system
- AgenticFlow trademark registered
- Customer-deployed AI systems running in production across aviation, financial services, and media
- 3,000+ enterprise tool integrations via MCP protocol
Partnerships & recognition
AWS ecosystem
AgenticFlow is listed on AWS Marketplace with enterprise procurement support.
Intel Liftoff
Member of Intel's Liftoff program for AI startups. Featured in Intel's coverage of agentic AI solutions.
NVIDIA Inception
Part of NVIDIA's ecosystem for AI-native startups building on GPU infrastructure.
MongoDB
Technical collaboration on AI application delivery and document-oriented data patterns.
MMA Global Award
#1 Interactive Award at MMA Impact Vietnam 2024 for Generative AI campaign work.
One ASEAN Award
One ASEAN Startup Award 2025 winner. Top 10 Qualcomm Vietnam Innovation Challenge.
Patent & IP
Patent pending for AFOS Core agent orchestration. AgenticFlow is a registered trademark.
Talk with us
Whether you're evaluating AI vendors, exploring a specific use case, or looking at our AWS Marketplace listing, we're happy to have the conversation.