gmi_cloud · Launch Video Breakdown: Hook, Pacing & Motion Design
Today, we are launching GMI Agent Box. A complete infrastructure stack for production-ready AI agents: native Docker, flexible deployment, 200+ models under one API key, dedicated compute across re
Scene-by-scene timeline & spoken transcript
The Hook
Eclectic Visual Grid to Portal
“GMI AgentBox is now generally available.”
- On screen
- GMI Browse Agents
- Camera
- Rapid horizontal scroll snapping to centered brand logo and button click
- Motion
- Pixel art mosaic transitioning to art-style collage and dark UI trigger
Product Reveal
Core Value Proposition & Foundation
“Deploy, run, and distribute AI agents. At its foundation, there are five key capabilities that make it a complete infrastructure layer.”
- On screen
- GENERALLY AVAILABLE GMI AgentBox the infrastructure layer for agent deployment // at its foundation Five key capabilities that make it a complete infrastructure layer. 01 - native docker 02 - flexible deployment 03 - 200+ models 04 - dedicated compute 05 - marketplace
- Camera
- Static graphic card with smooth sequential text reveal and isometric room transition
- Motion
- Staggered typographic list animation into 3D isometric pixel server animation
Feature Teaser
Native Docker Support
“Bring your own Docker container as is. Point us to your registry, and we provision it on demand.”
- On screen
- 02 : capability 01 Native Docker Support your registry dedicated container Bring your own container. Provisioned on demand. Nothing GMI-specific.
- Camera
- Static diagram with animated directional flow arrow
- Motion
- Dotted path extrapolation and wireframe cube assembly
Feature Teaser
Flexible Deployment Architecture
“Host on GMI's compute, or self-host with GMI models. Same infrastructure, either way.”
- On screen
- 02 : capability 02 Flexible Deployment your agent OR Host on GMI compute + models Self-Hosted GMI models only Two paths. Your choice. Same infrastructure, either way.
- Camera
- Centered branching hierarchy view
- Motion
- Forking node animation with neon toggle selection
Feature Teaser
200+ Models with One API Key
“One API key unlocks over 200 models.”
- On screen
- 02 : capability 03 200+ Models · One API Key one api key DeepSeek Qwen Kimi K2 GPT-OSS Nemotron 3 Ultra MiniMax Z.ai 82 models, available instantly 200+ models, available instantly 200+ models. One API key.
- Camera
- Center hub radiating outwards into cluster pins
- Motion
- Constellation node graph branching outward from a key glyph
Feature Teaser
Dedicated NVIDIA Compute
“Every instance is isolated by default on NVIDIA infrastructure.”
- On screen
- 02 : capability 04 Dedicated Compute NVIDIA INFRASTRUCTURE MULTI-REGION us-west eu-west asia-east Isolated by default. NVIDIA infra · dedicated VMs · multi-region.
- Camera
- Isometric cluster highlighting active isolated nodes
- Motion
- Bounding box highlight with pulsed network indicators
Feature Teaser
Marketplace Distribution
“List your agent on the marketplace and reach enterprise buyers already on GMI.”
- On screen
- 02 : capability 05 Marketplace Distribution Access List it. Get discovered. Publish once. Reach enterprise buyers.
- Camera
- Grid layout pan zooming into active agent card
- Motion
- Card hover state triggering badge release
Feature Teaser
Action: Registration Flow
“Set up in four steps.”
- On screen
- 03 : see it in action Register 1 Basics 2 Infrastructure 3 Models + Env Vars 4 Review & Publish Configure in 4 steps. Taiwan IDC-1 Kagoshima Thailand Singapore Melbourne Iceland Sweden Publish ... get a reusable Template ID.
- Camera
- 3D perspective tilt across setup UI and dark cartographic zooms
- Motion
- Perspective UI mockups combined with stylized vector world map zooms
Feature Teaser
Action: API Integration & Lifecycle
“Then publish a reusable template. From your own app, it's three calls: create, poll, delete, so you never pay for idle agents.”
- On screen
- 03 : see it in action Integrate POST /containers // create GET /containers/:id // poll until ready DELETE /containers/:id // terminate From your app: create -> poll -> delete. Terminate when done, no idle spend.
- Camera
- Static code editor panel highlighting sequential API endpoints
- Motion
- Monospace syntax typing synchronized with 3D status cube animation
Feature Teaser
Action: Monetization & Live Telemetry
“Link that template to a listing and you're live in front of enterprise buyers. Watch every instance in real time: logs, shell, CPU usage, and model analytics.”
- On screen
- 03 : see it in action List & Monetize Link the template. List it. Reach enterprise buyers already on GMI. 03 : see it in action Monitor & Analyze Active 12 Creating 3 Error 0 Last provisioned 2m CPU MEM Every instance: logs · shell · CPU usage. Track model usage. Manage keys.
- Camera
- Smooth crossfade between marketplace form and dashboard telemetry
- Motion
- Real-time audio/telemetry bar graph pulses and terminal text scrolling
Call to Action
Call to Action & Brand Outro
“Build with GMI today.”
- On screen
- Start building console.gmicloud.ai - github.com/gmicloud GMI
- Camera
- Center lock onto actionable URLs, pulling into particle wordmark
- Motion
- ASCII text cluster coalescing into the primary geometric GMI logo
Motion design primitives
Synthesizable in Remotion · key components of the technical-infrastructure-launch template.
CapabilityCardSlide
Dark card with rounded lime border, technical index header, and spring-loaded node diagrams.
+ Code construction recipe
Use interpolate on frame with ease-out curve to scale container, stagger inner diagram elements using spring opacity and translation.
AsciiTextMorphLogo
Scattered monospace model names aggregate together to form the bold company lettermark.
+ Code construction recipe
Map an array of text snippets with randomized coordinates interpolating to vector target positions based on logo mask coordinates.
Style DNA & aesthetic system
Visual aesthetic
Typography
Motion
Special effects
Pacing & rhythm
Conceptual story rhythm
- 1
Hook & Value Prop
Purpose. Establish product launch and announce core agent infrastructure role.
Execution. Eclectic art transitions leading directly to AgentBox title badge.
- 2
5 Core Capabilities
Purpose. Break down technical pillars: Docker, deployment, models, compute, marketplace.
Execution. Sequential dark tech cards with synchronized node graphs.
- 3
Developer Workflow
Purpose. Demonstrate practical integration from config to code and telemetry.
Execution. Step-by-step UI forms, API curl calls, and metric dashboards.
- 4
Closing Call to Action
Purpose. Drive developers to console and repository.
Execution. Minimal CTA links resolving into an ASCII text morph brand logo.
Remix in Animatiq Studio
Master remix prompt · agent-ready
Sample remix
Objective
Launch video for an open-source vector database framework.How the recipe adapts
Replace agent nodes with vector index visualizers, swap registry integration with embedding pipelines, and preserve the four-step workflow UI structure.Remix blueprint · technical-infrastructure-launch
Scene durations (5 scenes, 91s)
Key Remotion components
Related AI Agents Startup Launches
Explore all 1064 AI Agents launches →To ensure that artificial general intelligence benefits all of humanity

Introducing Claude Fable 5: a Mythos-class model that we’ve made safe for general use. Its capabilities exceed those of any model we’ve ever made generally available. https://t.co/2AvmEjHIX8
To understand the true nature of the universe.