FAQ
Everything you need to know about Vantage Core
Frequently Asked Questions
Common questions about Vantage Core, the autonomous VOD processing pipeline and agentic operating system.
What is Vantage Core?
Vantage Core is the first cross-platform agentic operating system purpose-built for autonomous video-on-demand processing. It orchestrates a swarm of specialized AI agents that handle the complete post-production pipeline, from ingestion and transcription through metadata generation, thumbnails, SEO optimization, and distribution.
How does the agent swarm work?
The swarm consists of multiple specialized agents, each responsible for a discrete stage of the pipeline. Agents pass structured output to the next stage in sequence. A pipeline orchestrator manages sequencing, retries, and parallel execution so agents work in concert without conflicts or duplicated effort.
What AI capabilities does Vantage Core have?
Vantage Core includes GPU-accelerated transcription, frame-level scene detection, and intelligent language processing. The system uses an intelligent routing strategy that prioritizes local on-device inference and only reaches cloud APIs when local resources are insufficient.
Is Vantage Core free?
Yes. Vantage Core is free and open with a local-first design philosophy. All core processing runs on your own hardware, so there are no subscription fees or per-video charges. Cloud API costs only apply if you choose to enable cloud inference for specific tasks.
What platforms does it support?
Vantage Core runs natively on macOS and Windows. The multi-node distributed architecture supports primary and secondary processing nodes. Agents can be scheduled across any node in the cluster with secure, encrypted inter-node connectivity.
How does it compare to manual video editing workflows?
Vantage Core dramatically reduces costs compared to cloud-only processing pipelines and eliminates hours of repetitive manual work. Tasks that traditionally require separate tools and human oversight are executed autonomously in minutes.
How does the AI routing system work?
The routing system prioritizes local on-device inference first, falls back to hardware acceleration where available, and only reaches cloud APIs when local resources are insufficient for the task.
How does the multi-node architecture work?
Processing is distributed across primary and secondary nodes with optional cloud resources. Secure, encrypted connections are established between nodes without requiring open ports or VPN configuration.
What video formats are supported?
Vantage Core supports all major video formats including MP4, MKV, AVI, MOV, and WebM. Hardware-accelerated encoding is used on both macOS and Windows for optimal performance.
Is my data private?
Vantage Core is local-first by design. Video files never leave your local network by default. Only lightweight text data such as metadata and transcripts is sent to cloud APIs when cloud inference is explicitly enabled.
How do I get started?
Visit vantagecore.dev and download the installer for your platform. Once setup is complete, add media files to the watch folder and the pipeline begins processing automatically with no further configuration required.