ProjectsJuly 8, 2026

Quick Metal Shop: Engineering Virality with AI

The Challenge

Quick Metal Shop is a laser-cutting and custom metal fabrication business, a category that doesn't naturally lend itself to scroll-stopping social content. There was no video library, no motion footage of installations in progress, and no paid budget. Just a folder of before-and-after photos: empty facades, and the finished laser-cut panels once installed. The brief I set for myself: turn static "before/after" photography into short-form video content strong enough to compete with entertainment content in the feed, with zero ad spend.

The Process: A One-Person AI Production Pipeline

Every reel followed the same end-to-end workflow, built and run solo:

Sourcing the hook: For every video, I selected a "before" photo (bare facade/wall) and an "after" photo (the finished installed piece) from the project archive.
Animating the transformation: Using Higgsfield's suite with Kling 3.0, I generated a first-frame-to-last-frame animation between the before and after images. This created a cinematic, seamless "reveal" transition as the opening hook of every video, the moment the plain wall becomes the finished architectural piece.
Scripting the voiceover: Every script was written with Claude 4.6 Sonnet, translating a technical product (laser-cut steel panels) into an emotional, benefit-driven narrative viewers would want to finish watching.
Voice production: Scripts were converted to natural-sounding voiceover using ElevenLabs.
Editing & pacing: Final assembly, captions, and pacing were done in CapCut Pro, optimized for short-form retention on Reels.
Distribution: Every video was cross-posted natively as a Reel to both Instagram and Facebook.

No paid promotion, no stock footage, no film crew. A repeatable content system built from a single designer's laptop.

The Flagship Reels

Three reels, each opening with the same before/after Kling 3.0 hook, became the account's top-performing organic content of the period.

1. "Tu casa necesita este cambio" - Jan 30, 2026

The first reel produced, released just one week into the role.

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2. "Asi se ve cuando el metal cobra vida" - Apr 13, 2026

The top-performing reel of the campaign.

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3. "Esto no es decoracion. Es arquitectura." - May 14, 2026

The highest share count of the three, the most "sent to a friend" moment of the campaign.

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Combined: 338K+ organic views across just these 3 videos, with zero ad spend.

Account-Level Impact (Jan 19 - Jul 6, 2026)

Beyond the individual reels, the content strategy moved the account's core growth metrics. Instagram

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Why It Worked

The strategy wasn't "make a nice video". It was to engineer a hook that made an unglamorous product visually satisfying in the first second. The before/after transformation, generated frame-to-frame with Kling 3.0, functioned like a magic trick: viewers stayed to see how the plain wall became the finished piece, and the retention drove the algorithm to push it further. This project demonstrates a full-stack, AI-augmented growth workflow, from creative direction and scriptwriting to video generation, voice production, and editing, run independently, at zero media cost, for a client with no prior video content. Tools used: Higgsfield (Kling 3.0), Claude 4.6 Sonnet, ElevenLabs, CapCut Pro

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