Industry Use Case:
Media Production
The Better Way to Produce

Media creators—from YouTube influencers to Hollywood studios—share a common goal: crafting stories that captivate audiences. Yet, much of their energy is consumed by repetitive, time-intensive tasks that have little to do with actual creativity. The solution? Automation that empowers creators to focus on storytelling, not busywork.

tl;dw is reshaping media production, enabling creators to streamline their workflows and unlock new possibilities. Here’s how.

1. Dialogue Search: Transforming the Watchdown Process

Dialogue is the backbone of storytelling. From iconic one-liners to heartfelt exchanges, words bring stories to life. Yet, finding these gems has traditionally required a painstaking process called a “watchdown” or “breakdown.”

Editors watch hours of footage, transcribing memorable lines and marking timecodes for future use. It’s a grueling process, as one editor put it: “Watchdowns are very repetitive and waste countless hours of creative time.”

What if this could be done in seconds? With tl;dw, dialogue search becomes effortless:

The result? Editors can zero in on exactly what they need without scrubbing through hours of footage.

2. Visual Search: Finding the Perfect Shot

Visual elements often convey what words cannot. A dramatic close-up, a bustling cityscape, or a red race car zooming past—all these moments carry emotional weight. For editors, locating the perfect shot has traditionally meant endless scrubbing and scanning.

With tl;dw, this process is revolutionized. Using natural language, editors can search for specific visuals, such as:

Imagine the creative freedom when every frame of your content library is just a search away.

3. Reverse Shot Search: Similarity at Your Fingertips

Sometimes, editors know exactly what they’re looking for—because they’ve seen it before. But finding similar shots across an entire catalog is another story.

With tl;dw’s reverse shot search, creators can start with one stunning visual and instantly discover others that match its composition, style, or theme. Whether it’s a close-up of food from your favorite food documentary or a dynamic landscape shot, tl;dw enables seamless discovery of complementary visuals.

Spend Less Time Scrubbing

By automating the mundane, tl;dw frees creators to focus on what they do best: telling incredible stories. Dialogue search, visual search, and reverse shot search are just the beginning. With AI-powered video understanding, tl;dw is transforming media production into a space where creativity thrives.

The future of storytelling isn’t about working harder—it’s about working smarter.