Resources

Jacinto Salz · CEO & Co-Founder ·  March 22, 2026

Every "Descript alternatives" list recommends tools built for creators. Here is the list for professional editors who work in Premiere Pro, DaVinci Resolve, and Final Cut Pro, and need their AI tools to work within that reality.

Jacinto Salz · CEO & Co-Founder ·  March 3, 2026

Search for "AI that understands narrative structure in video" and you will find tools that generate stories from prompts. But what about AI that finds the story already inside your raw footage? That category barely exists yet.

Jacinto Salz · CEO & Co-Founder ·  March 3, 2026

Every AI editing tool reads the transcript. Almost none of them listen to the voice. Here is why analyzing speaker delivery, not just words, is the key to better automated editing decisions.

Jacinto Salz · CEO & Co-Founder ·  February 25, 2026

Professional editors spend 12+ hours per project on footage they have already reviewed. Here is what is actually working in 2026 to automate the rough cut for interview-driven content, from transcript-based tools to narrative analysis engines.

Bradley Smith · CTO & Co-Founder ·  February 28, 2026

If you're building LLM pipelines and getting mediocre results, check whether you're asking the model to think and format at the same time. We were. It was killing our output quality.

Bradley Smith · CTO & Co-Founder ·  February 27, 2026

We doubled the quality of our AI editing pipeline by adding a critique loop. But the real insight wasn't adding the loop. It was how we structured the feedback.

Bradley Smith · CTO & Co-Founder ·  February 26, 2026

The hardest part of building an AI editor isn't the AI. It's defining what "good" means. Two editors can watch the same rough cut and disagree on whether it works.

Jacinto Salz · CEO & Co-Founder ·  February 26, 2026

I quit a stable career to build a startup. Here's what the first 30 days actually looked like.

Bradley Smith · CTO & Co-Founder ·  February 25, 2026

In NLP, the standard pipeline is: audio in, transcript out, process the text. We did the opposite. The most important information in an interview isn't in the words. It's in the voice.

Jacinto Salz · CEO & Co-Founder ·  February 25, 2026

Every AI "editing" tool I've tried does the same thing. It reads the transcript. It finds the keywords. It clips the highlights. It exports. That's not editing. That's search with a timeline.

Jacinto Salz · CEO & Co-Founder ·  February 24, 2026

Video editors don't trust AI. And honestly, they shouldn't. Every AI editing tool on the market was built by engineers who think editing is a search problem.

Jacinto Salz · CEO & Co-Founder ·  February 19, 2026

AI-assisted editing is changing how professional video teams handle post-production. Here is what it actually means, how it differs from AI clip generators, and what to look for when evaluating tools.

Jacinto Salz · CEO & Co-Founder ·  February 18, 2026

When I had to edit five documentaries in two weeks, I reverse-engineered an AI workflow that saved 12+ hours per project. That workflow became the foundation of Threadline Studio.

Bradley Smith · CTO & Co-Founder ·  February 18, 2026

Most AI video tools treat editing like a search problem. Find the keywords, clip the highlights, export. That is how you build a content clipper, not an editor.

Bradley Smith · CTO & Co-Founder ·  February 17, 2026

Our AI editing pipeline was producing mediocre results until we stopped asking the model to reason and format at the same time. Splitting those two jobs was the cheapest quality upgrade we have made.

Bradley Smith · CTO & Co-Founder ·  February 17, 2026

We doubled the quality of our AI editing pipeline by adding a critique loop. But the real insight was not adding the loop. It was how we structured the feedback.

Jacinto Salz · CEO & Co-Founder ·  February 16, 2026

We cold-messaged video editors on LinkedIn for three weeks. Our 15% response rate, against an industry average under 2%, told us something important about the problem we are solving.