From Workshop to Workflow: What You Can Build with AI in an Afternoon

Last week’s Imbila AI workshop wasn’t about watching demos or being told what might be possible one day. It was about sitting down, opening the tools, and discovering just how much you can actually build with AI—right now.

What stood out most wasn’t any single feature. It was the shift in mindset. Once people got past the idea that AI tools are “for developers” or “for big tech teams,” the room moved quickly from curiosity to capability.

The message landed clearly:

You can do more with AI than you think—and much faster than you expect.

AI Studio: The “Get Over the Hump” Tool

A big part of the morning was spent in Google AI Studio, which has quietly become one of the most empowering entry points into applied AI for all.

What makes it different is the feedback loop:

• You prompt
• You test
• You tweak
• You see results immediately

In one afternoon, you can:

• Prototype a small internal tool
• Test an AI workflow for content, analysis, or automation
• Connect logic together without writing “real” production code

This is where the fear barrier drops. AI Studio isn’t about perfection—it’s about momentum. Once that clicks, people stop asking “Can I?” and start asking “What else could this do?”

NotebookLM: Where Your Thinking Gets Grounded

If AI Studio is about building, NotebookLM is about thinking—clearly, deeply, and with your own material at the centre.

We spent time exploring how NotebookLM:

• Grounds AI responses in your documents, research, and notes
• Produces consistently high-quality summaries, briefs, and slide decks
• Becomes a living knowledge base rather than a chat window

For many teams, this alone is a superpower. Research that used to live in folders suddenly becomes searchable, explorable, and reusable.

But one big question kept coming up:

“This is great… but how do we turn this into something people will actually watch or use?”

Turning NotebookLM Decks into Video Content with d2vid

That question is exactly what led to the rebuild of d2vid. (Deck to Video)

What started as a quick “vibe coding” experiment in AI Studio became a practical workflow:

NotebookLM → Deck → Video

With the new version of d2vid, you can:

• Upload a NotebookLM-generated slide deck or PDF
• Automatically generate a coherent script from the content
• Choose an AI voice that fits your audience
• Produce a clean, narrated video without editing software

No screen recording.
No voiceover sessions.
No wrestling with timelines.

Just: research in → story out.

This is especially powerful for:

• Internal training updates
• Sales enablement content
• Thought leadership explainers
• Client education

Suddenly, the output of your thinking isn’t static—it moves.

Why This Matters (More Than the Tools Themselves)

The real takeaway from the workshop wasn’t AI Studio, NotebookLM, or d2vid on their own.

It was the realization that:

AI is no longer just something you “use.”
It’s something you assemble into workflows that support how you work.

In an afternoon, readers can:

• Prototype a tool instead of spec’ing one
• Turn research into media instead of PDFs
• Build repeatable AI-assisted processes instead of one-off prompts

That’s a big shift—from consumption to creation.

Try It Yourself

If you’re already using NotebookLM, the next step is obvious:
Don’t stop at slides.

Take one of your decks and turn it into a narrated video using d2vid.
The app is live and free to test at d2vid.imbila.ai

And if you haven’t opened AI Studio yet, set aside an afternoon. Not to “learn AI”—but to build something small that makes your work easier.

That’s where the confidence comes from.