The Assembly Edit

Red Threads is presented by:

This guide distills 10 AI strategies from industry leaders that are transforming marketing.

Outpace your competitors by mastering AI.

Get Your Free Guide

"You don't have to be perfect. You just have to be slightly better than average. Constantly." — Vasant Dhar

The Assembly Edit

In filmmaking, editors talk about the assembly edit:

Hours of necessary work. But not the “work.”

The meaningful creative work starts after.

Pacing. Emotional beats. What to cut. What to hold for one extra second. That's where the filmmaker's judgment lives.

Aiden Bahadori, a filmmaker and co-creator of an AI tool called Tachi AI, described it this way on a recent episode of The Daily Creative:

He'd been in a late-night editing session, drowning in footage, weeks from deadline, and the scene wasn't working.

He wished for a way to get the technical edit done so he could focus on what he considers the craft; the storytelling, the choices, the creative tradeoffs.

So he built Tachi AI to handle the assembly, in order to help editors like themselves get to the creative decisions faster.

His partner Brett Granstaff compared it to what AutoCAD software did for architects — It cleared the path so their creativity could get to work sooner.

Here’s a way to think about it:

1️⃣ The Assembly Isn't the Work

A lot of builders using AI have made the same first move, using it to produce “more.”

More posts, more drafts, more repurposed clips. More volume across more channels.

That's automating the assembly work.

The real work is what comes after. What to say. What to cut. What story to tell in what order.

What to emphasize for your specific audience, and their specific problems and desires.

AI can organize your research, generate rough drafts, pull clips, structure a first pass. But that's assembly work.

The part that comes after is where the real value is, and that work is yours.

For builders: If AI is making it easier to publish, but your work isn't getting any sharper, you might be nailing the assembly part, but skipping the part that actually matters.

2️⃣ The Tool Doesn't Create the Advantage

Vasant Dhar, a professor at NYU who builds AI systems for finance, described what he calls the compounding advantage.

He used Roger Federer as the example. Federer, arguably the greatest tennis player who ever lived, won 80% of his matches but only 54% of individual points.

Think about that. The greatest to ever do it was only marginally better than his opponent on any given point.

But that tiny margin, applied consistently across thousands of matches over two decades, made him untouchable. That's what a compounding edge looks like.

AI is available to everyone. The judgment and perspective that makes it useful…not so much.

Your expertise, your taste, your ability to see what's wrong with a draft before your audience does — being able to consistently deliver this type of value over time, is a competitive advantage.

The tool just gets you to the moment where those unique-to-you pieces can show up.

For builders: If someone could replicate your last piece of work with a generic AI prompt, then you’re just demonstrating that you can assemble something.

What we actually need is your unique point of view on what’s worth building in the first place, and why.

3️⃣ Better beats More

When builders ship work with a rhythm (daily, weekly, monthly) that body of work has an opportunity to compound in value, or…just pile up.

It compounds when each piece is slightly better than the last. Slightly sharper thinking. Slightly stronger storytelling. Slightly clearer point of view.

Over dozens of pieces, that's a body of work your audience can feel getting better. Over hundreds, it's a moat that can protect your work.

But it can also accumulate into an unhelpful bunch of “stuff” when each piece is the same quality as the one before it.

AI makes “more” effortless, but “better” still requires you.

The builders who’ll thrive over the next few years will be the ones whose work got slightly better every time they shipped.

Not the ones who produced the most stuff.

A lot of builders feel busy right now.

Late nights, the volume, the grind. It all feels like craft.

But when the assembly layer gets stripped away, a lot of them are going to discover that what they thought was their craft was actually just their assembly process.

That's the real stakes of this moment.

Not whether AI takes your job. Whether it reveals that the job was mostly assembly work all along.

The builders who've been consistently sharpening their judgment, the ones who can tell you why they made a specific choice and not just that they made it, they have an enormous advantage.

The Assembly Audit

Use this to identify where assembly work is hiding inside your process, and where your real judgment creates the most value.

Copy + paste this prompt into your AI tool of choice:

Prompt

You are a strategic advisor helping me separate assembly work from judgment work in my current workflow.

My Current Situation:

Help me evaluate:

✅ Bonus Prompt:

If I handed my entire content process to an AI tomorrow, what would be missing? That gap is where my real advantage lives. Help me name it specifically, and suggest how I can invest more time there.

Ask me clarifying questions in order to execute as effectively as possible.

Need a new podcast?

I co-host Slackers with Jonathan Sasse, a show for leaders, builders, and creators who want to make work better.

Check out Slackers: Apple | Spotify | Web

We just wrapped season 1 and cross my heart, if you want to deliver better work, it’s worth a test drive.

Here are other ways I can help:

And I’m your help:

Both make a real difference.

Thanks for spending time with Red Threads this week, I’m glad you’re here.

~ Jaime