Archive-to-reuse video workflows for high-trust teams
AgenticFlow Studio helps archive-heavy teams search, review, summarize, clip, and package video without replacing their existing stack.
Partners and customers we work with
Why Pixel ML
We package real workflows, not generic AI promises. Here is why teams trust us with high-stakes video work.
Named customer work
Case studies show where the workflow ran, what it helped with, and the public proof behind each story.
- ◆Archive and video intelligence work in customer-controlled environments
- ◆Evidence and workflow systems with public-safe claim boundaries
- ◆Media and operations use cases that show reuse, not just demos
Your AWS or ours
Some teams want managed delivery. Others want customer-cloud deployment for tighter control.
- ◆Customer cloud deployments with full control
- ◆Managed delivery where speed matters more than infrastructure ownership
- ◆Case studies distinguish the deployment model instead of blending them together
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 painful workflow. Expand only after users trust the results.
- ◆4-8 week pilot projects
- ◆Human review on high-stakes or judgment-heavy decisions
- ◆Scale after workflow fit and production quality are proven
The team
Bootstrapped operators building product and customer deployments in parallel.
- ◆Patent pending for agent orchestration
- ◆AWS Marketplace partner
- ◆MMA Impact Vietnam 2024 — #1 Interactive Award
Go deeper:
How Studio gets adopted
Start with one archive-heavy workflow, prove it with users, then expand. Deploy in customer cloud when control matters.
Plan, search
One workflow first
We start with one painful workflow: search, review, summarize, clip, and package. No stack replacement required.
Proof before scale
Case studies show the public-safe version. In active evaluations, we can go deeper on architecture, metrics, and deployment boundaries.
Studio starts with one painful workflow
We are not selling generic video AI. We package a practical archive-to-reuse workflow and deploy it where trust and control matter.
Selected work
Video intelligence for aviation operations, agentic newsroom workflows in customer cloud, and enterprise content automation.
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
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
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
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
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 teams running scoped video intelligence or content projects
Included in this engagement:
- Scoped video intelligence or content workflow
- Defined success criteria and deliverables
- Human review checkpoints
- Post-engagement 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.