# AI Video Generation Pipeline

✅ **Input Integration**

FloppyX ingests inputs from various data streams, including text prompts, market feeds, or user interactions. A natural language understanding (NLU) engine processes these inputs to extract intent and context.

✅ **Video Rendering Engine**

Powered by GPU-accelerated rendering, the engine creates video outputs in near real-time.

Ensures character consistency by applying AI-driven style matching and visual continuity checks using convolutional neural networks (CNNs).

✅ **Post-Processing**

A quality assurance module applies real-time corrections to ensure visual and audio fidelity, reducing AI-generated artifacts.

✅ **Dynamic Content Scheduling**

FloppyX integrates a timed execution system, enabling AI agents to schedule and deliver content based on audience engagement patterns. A backend scheduler prioritizes tasks to align with user preferences and peak activity times.
