The AI agent automates input capture, media creation, and delivery from Telegram prompts to a finished UGC video.
An AI agent orchestrates input capture, media generation, and final video assembly from Telegram prompts. It analyzes the product and character inputs, generates prompts, creates images and video clips, and stitches them into a single UGC-style ad. The final video is delivered back to Telegram or cloud storage for publishing.
Performs end-to-end UGC video creation from prompts and assets.
Listen for input on Telegram and capture product image and optional character instructions.
Extract product details (brand, color, description) and character details (name, outfit, style) from the input.
Generate a natural, UGC-style image prompt and determine aspect ratio.
Create image using an AI image model and obtain visuals.
Create video prompts and scripts, then produce multiple short clips.
Merge clips into a single final video and deliver via Telegram or cloud storage.
Before: manual UGC video creation is slow, inconsistent in style, and costly. After: you get fast, consistent, scalable UGC videos with a single, automated workflow that delivers to Telegram or cloud storage.
A simple 3-step flow that non-technical users can follow.
The agent listens on Telegram for inputs, parses the image and instructions, and confirms receipt.
The AI agent generates image prompts, creates the image, drafts video scripts, and produces short clips.
The agent merges clips into a final video and sends it back to Telegram or cloud storage.
A concrete scenario showing inputs, processing, and final output.
A user submits a product image and a character prompt via Telegram; the AI agent generates a 20-second UGC ad featuring that character, delivered as a downloadable video URL to Telegram.
Ideal users across teams.
Need to scale UGC video production with consistent style and fast turnaround.
Want to automate repetitive video tasks while preserving creative control.
Require standardized asset output for campaigns and approvals.
Benefit from rapid generation of draft assets to accelerate collaborations.
Need scalable asset production across multiple clients and products.
Require fresh UGC assets for launches and promotions with minimal ops.
Core tools used by the AI agent to automate workflows.
Receives input from users and delivers final videos back to chats or connected storage.
Orchestrates triggers, routes data, and coordinates prompts between Telegram, AI services, and storage.
Analyzes images, generates prompts, and drafts video scripts for scenes.
Generates high-quality UGC-style images from prompts created by the agent.
Merges multiple video clips into a single final video.
Handles delivery of the final video to cloud storage or shareable links.
Six practical scenarios to apply this AI agent.
Answers to common questions.
Users provide a product image and an optional character prompt through Telegram, plus a brief brief for the campaign. The AI agent analyzes the image to extract product attributes and character details, then drafts prompts for media creation. It confirms receipt in Telegram before starting generation and keeps the user informed of progress. The system is designed to handle variations in image quality, framing, and lighting, so you can rely on consistent outputs. In case of missing data, the agent prompts for clarification to avoid misrepresentation.
Yes. You can specify the desired style in prompts or choose between model variants (e.g., V3 Fast vs V3 Quality). The agent ensures a casual, authentic UGC look by favoring real-world lighting, natural camera angles, and imperfect but relatable aesthetics. Aspect ratios are adjustable (2:3 or 3:2) to fit different platforms. You can also provide style references to guide color grading and textures. The system preserves brand integrity by applying consistent presets across outputs.
The final asset is delivered as an MP4 video with a downloadable URL. The agent can also push the video to connected cloud storage like Google Drive or Dropbox. Telegram delivery is the default channel for quick sharing. If needed, the agent can return separate clips or a stitched draft for review. The outputs are suitable for posting on social platforms or internal campaigns.
Generation time varies with length and quality settings. Shorter clips (around 8 seconds) typically complete within a few minutes, including prompt processing and rendering. The V3 Fast model prioritizes speed, while V3 Quality trades speed for higher fidelity. The final assembly and delivery add a few more minutes depending on file size and delivery target. You see status updates in Telegram as each stage completes.
The final video is delivered via a Telegram message with a download link or directly to configured cloud storage. You can click the link to download, or access the file from the connected drive or storage service. If you prefer, you can set the Telegram delivery as the default route for immediate sharing. The agent keeps a traceable record of deliveries for audit and re-use.
Yes. The agent can auto-publish final videos to Google Drive, Dropbox, or other supported storage. This enables a centralized asset library and easy access for team members. Delivery to Telegram remains available as a fast sharing option. You can configure routing rules to push outputs to multiple destinations concurrently if needed.
Absolutely. The agent can generate prompts and scripts in multiple languages and tailor content to regional preferences. By parameterizing language, locale, and cultural cues in prompts, outputs remain consistent in style while adapting to markets. This makes it feasible to run multilingual campaigns from a single automation flow. Management dashboards can track language-specific performance and usage.
The AI agent automates input capture, media creation, and delivery from Telegram prompts to a finished UGC video.
