Turn product photos into AI-generated UGC-style videos

Upload a product photo and get a professional-style user-generated video, script and all, in one automated pipeline.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("user submits product photo")):::human s0["enhance product image"]:::task s1["write dialogue script"]:::task s2["generate and merge video"]:::task s3["deliver video via telegram"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"finished ugc-style video"/]:::out pay{{"scalable video content without hiring creators"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceA personResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
E-commerce & ProductDocument Processing & OCR
Connects
TelegramOpenRouterAnthropic ClaudeKIE.AI

The problem it solves

Producing authentic-feeling product videos usually means hiring creators, coordinating shoots, or spending hours in editing software. When you need a lot of video content fast, for ads or social, that process just doesn't scale.

Who it fits

E-commerce businesses, content creators, and marketing agencies producing video content at scale.

How it works

  1. A product image is submitted through Telegram
  2. AI enhances and optimizes the image
  3. AI writes an authentic-sounding dialogue script for the product
  4. AI generates and merges video segments into a finished video
  5. The finished video is delivered back through Telegram
What you get

Product videos ready for final approval

You get a finished, professional-style product video with script and visuals, delivered right back to you through Telegram.

What you get

A finished, ready-to-post UGC-style product video.

What you need

A Telegram bot, an OpenRouter account, an Anthropic API key, and a KIE.AI account with video generation access.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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