Generative AI and Agentic AI for enterprise teams
QuickQR.art serves 1.5M+ users. AgenticFlow Enterprise powers Generative AI campaigns and Agentic AI workflows for teams like GMA, CardX, and APAC Aviation.
Partners and customers we work with
Why Pixel ML
Named customers. Production systems. Here's why teams work with us.
Named customers
Every case study names the company and links to public sources.
- ◆Vinasoy — 300,000+ personalized videos
- ◆CardX (SCB X Group) — AI personalization in financial services
- ◆GMA — agentic newsroom in customer cloud
Your AWS or ours
Some projects run managed. Others deploy into your AWS account.
- ◆GMA runs in their own AWS account
- ◆APAC aviation runs in a customer-hosted environment
- ◆Each case study specifies which model
AWS ecosystem
Listed on AWS Marketplace with deployment options for customer-controlled environments.
- ◆Buy through AWS Marketplace with existing spend
- ◆Deployments using Bedrock, Lambda, and S3
- ◆NVIDIA Inception · Intel Liftoff · MMA Global award
How delivery works
Start with one use case. Expand when it works.
- ◆4-8 week pilot projects
- ◆Human review on high-stakes decisions
- ◆Scale after production quality is proven
The team
10+ years in AI. Backgrounds at Alibaba and FPT.
- ◆1.5M+ users on QuickQR.art
- ◆Patent pending for agent orchestration
- ◆MMA Impact Vietnam 2024 — #1 Interactive Award
Go deeper:
Plan, search
Your AWS or ours
Some projects run managed. Others run in your AWS account. Each case study shows which.
Technical validation
Case studies cover the public version. We can share deeper architecture and metrics in active evaluations.
Two pillars, production-tested
Everything ships under AgenticFlow Enterprise, from Generative AI campaigns to Agentic AI systems.
Selected work
Vinasoy: 300K+ personalized videos. GMA: agentic newsroom in customer cloud. CardX: hyper-personalization in financial services.
Customer results
Results from teams using AgenticFlow in production.
We built a 16-agent content engine on AgenticFlow that researches, outlines, fact-checks, drafts, sends to humans for sign-off, and publishes. Article production went from about two weeks to 30 minutes.
BeaconSites
Digital marketing agency
Interactive AI image generation at CSE Job Fair 2025 — attendees created personalized AI art on the spot. Cho Tot publicly highlighted the activation as part of making AI accessible to Vietnam's tech community.
Cho Tot
Carousell Group · Event activation
We built a 16-agent content engine on AgenticFlow that researches, outlines, fact-checks, drafts, sends to humans for sign-off, and publishes. Article production went from about two weeks to 30 minutes.
BeaconSites
Digital marketing agency
Interactive AI image generation at CSE Job Fair 2025 — attendees created personalized AI art on the spot. Cho Tot publicly highlighted the activation as part of making AI accessible to Vietnam's tech community.
Cho Tot
Carousell Group · Event activation
We built a 16-agent content engine on AgenticFlow that researches, outlines, fact-checks, drafts, sends to humans for sign-off, and publishes. Article production went from about two weeks to 30 minutes.
BeaconSites
Digital marketing agency
Interactive AI image generation at CSE Job Fair 2025 — attendees created personalized AI art on the spot. Cho Tot publicly highlighted the activation as part of making AI accessible to Vietnam's tech community.
Cho Tot
Carousell Group · Event activation
We built a 16-agent content engine on AgenticFlow that researches, outlines, fact-checks, drafts, sends to humans for sign-off, and publishes. Article production went from about two weeks to 30 minutes.
BeaconSites
Digital marketing agency
Interactive AI image generation at CSE Job Fair 2025 — attendees created personalized AI art on the spot. Cho Tot publicly highlighted the activation as part of making AI accessible to Vietnam's tech community.
Cho Tot
Carousell Group · Event activation
AI-driven hyper-personalization for financial product offers, deployed in CardX's own production environment. Their AI COE describes the work as combining customer experience innovation with regulatory compliance.
CardX
SCB X Group · Financial services
Pixel ML is part of Intel's Liftoff program for AI startups. Intel featured AgenticFlow in developer ecosystem coverage around agentic AI and multimodal workflows.
Intel Liftoff
Ecosystem program
AI-driven hyper-personalization for financial product offers, deployed in CardX's own production environment. Their AI COE describes the work as combining customer experience innovation with regulatory compliance.
CardX
SCB X Group · Financial services
Pixel ML is part of Intel's Liftoff program for AI startups. Intel featured AgenticFlow in developer ecosystem coverage around agentic AI and multimodal workflows.
Intel Liftoff
Ecosystem program
AI-driven hyper-personalization for financial product offers, deployed in CardX's own production environment. Their AI COE describes the work as combining customer experience innovation with regulatory compliance.
CardX
SCB X Group · Financial services
Pixel ML is part of Intel's Liftoff program for AI startups. Intel featured AgenticFlow in developer ecosystem coverage around agentic AI and multimodal workflows.
Intel Liftoff
Ecosystem program
AI-driven hyper-personalization for financial product offers, deployed in CardX's own production environment. Their AI COE describes the work as combining customer experience innovation with regulatory compliance.
CardX
SCB X Group · Financial services
Pixel ML is part of Intel's Liftoff program for AI startups. Intel featured AgenticFlow in developer ecosystem coverage around agentic AI and multimodal workflows.
Intel Liftoff
Ecosystem program
Enterprise AI engagements, scoped up front.
Pricing follows your rollout size, operating model, and support needs.
Campaign ActivationsPopular
Best for marketing teams running Generative AI campaigns
Included in this engagement:
- High-volume personalized media workflows
- Brand-safe content rules and approvals
- CRM signal capture and handoff design
- Post-campaign review and next-step recommendations
Pilot Programs
Best for teams testing AI on a single use case before expanding
Included in this engagement:
- Single use case design and scoping
- Pilot delivery with human review checkpoints
- Customer-team enablement and feedback loops
- Clear outcomes to decide the next milestone
Production Deployments
Best for teams starting small and scaling once outcomes are proven.
Included in this engagement:
- Customer-controlled AWS deployment options
- Release process, support model, and escalation paths
- Security-aligned delivery
- Operating documentation for internal teams
Articles
FAQ
Quick answers about what Pixel ML does and how we work.