AI builder + brand founder

I build usefulthings with AI.

I build AI workflows, interactive demos, and creative production systems for my own brands.

Ideas into brands, stories, and things you can play.

Independent by design. Texas → Everywhere
Mario Canizales smiling, wearing a backward white cap and a navy Estilo quarter-zip shirt.
Mario CanizalesAI builder + brand founder
Inside the processFrom idea
to real.

Things made real.

My own brands, built in public. See the task, my contribution, and the work you can explore today.

Brand and commerce

Estilo Golf Co.

A golf brand built around confident style, community, and showing up as yourself.

I use AI as a working partner across creative direction, product storytelling, campaign production, and the systems behind the storefront.

Visit Estilo Golf Co.
The black Catrin Estilo Golf Co. polo arranged on warm black marble in an editorial product photograph.Golfers wearing red Estilo Golf Co. polos together on the course.
Behind the project The task, the work, and the live result

From brand identity to the next round.

The task
Connect a golf brand's identity with the products, stories, and storefront people see.
My part
Creative direction, product storytelling, campaign production, and the systems behind the storefront.
  1. Make the product easy to find

    Polos, hats, and accessories each have a clear place in the shop. Visitors can browse a category or put together their own course kit.

  2. Show it out on the course

    Community photographs put the gear in context. The Shop the fit section connects the pieces in a real photo to their product pages.

  3. Carry the identity through

    The course footage, product images, and brand story bring Estilo’s golf roots into the shopping experience.

Estilo Golf Co.’s live homepage, with its Eagle Pass course image, Golf con Estilo headline, and polo and hat links.
The live storefront · captured October 11, 2026
The result

A public storefront with product collections, campaign imagery, and real community photographs.

Explore the live storefront

The AI Test Cabin

TonkaToyXL

Real tests. Visible evidence. Honest limits. AI tools put to work at The AI Test Cabin.

Source-backed tests, comparisons, and build stories with Operator Tonka. Follow the process, see the evidence, and explore the interactive demos.

Try the AI Test CabinWatch TonkaToyXL on YouTube
Operator Tonka and the model companions at a wooden workbench in the warm AI Test Cabin. The banner reads: Real AI tests from the cabin.
Behind the project The task, the work, and the live result

From an AI test to something you can explore.

The task
Make AI build tests easier to inspect through visible examples and clear limits.
My part
Source-backed tests, comparisons, build stories, and the workflow that brings the work to viewers.
  1. Start with a concrete task

    The build videos follow specific examples, including graphics and playable scenes, so viewers can see what the tool produced.

  2. Keep the evidence close

    The Cabin pairs test summaries with their videos and reported limits. Refinements and unavailable outputs stay part of the story.

  3. Give visitors a way in

    Playable demos, plain-language guides, and a watch desk make the work easy to explore at your own pace.

The live AI Test Cabin homepage, with Operator Tonka and links to playable demos, guides, and published tests.
The live AI Test Cabin · captured October 11, 2026
The result

Public build videos and an interactive Cabin where visitors can explore the demos themselves.

Explore the live Cabin

Mario’s Arcade

Take a
play break.

Pick a nickname. Find your game. Stay for one more round.

Explore the arcade Free to play · No signup
Golden Hour Golf gameplay, overlooking Pelican Point in the evening light.
3D golf · 3 holes · Par 12

Golden Hour Golf

Recorded in the arcade

Six worlds. Press play.

24 seconds of real gameplay · Silent preview

See something you like? Jump to its chapter.

Play Golden Hour Golf

Coastal golf. A fallen kingdom. Underwater ruins. A space battle. A neon highway. And a seaside race to the flag.

From my workbench

Recent work.
Worth a look.

A new build video, a place to try the demos, and a brand out on the course. Selected October 1, 2026.

Social posts & publisher news

Inside the process

The work behind
the work.

A good output is useful once. A good workflow makes the next one easier. These are the systems I build around my projects.

01 / MEDIA

Source to story.

A repeatable production workflow for TonkaToyXL: verify the story, find the useful angle, then bring narration, visuals, and captions together.

  1. Verify sources
  2. Shape the story
  3. Produce & check
See the stories on YouTube
02 / COMMERCE

Product to campaign.

Product storytelling and campaign production for Estilo Golf Co., with the actual product and the brand voice guiding every creative decision.

  1. Start with the product
  2. Build the creative
  3. Check the details
Explore Estilo Golf Co.
03 / SYSTEMS

Friction to function.

AI prototypes, workflow automation, and practical guides built around a real task. My latest workflow audit tested the full agent handoff journey and identified ways to reduce repeated work while preserving useful context.

  1. Find the friction
  2. Build & test
  3. Make it repeatable
Explore the build log on GitHub
04 / INTERACTIVE · LIVE

The AI demo cabin.

An interactive home for TonkaToyXL’s AI demos, videos, and short-form stories. A place to explore what the tools can do through the work itself.

Step inside the cabin

Published as M. J. Canizales

I also publish practical systems.

As M. J. Canizales, I turn overloaded parts of everyday life into clear, adaptable guides.

Choose a guideFive published systems

Choose a cover to explore. Swipe to browse. Arrow keys work too.

Read selected guide Explore all books on Amazon
Book cover for Stop Being the Family Switchboard

Practical Systems for Real Life

Stop Being the Family Switchboard

A practical household operating system for sharing ownership, reducing reminders, and keeping home running when one person steps away.

View on Amazon

AI should make the work more human, not less considered.

I am interested in the distance between an exciting idea and a finished thing people can actually use.

AI helps me move through that distance faster. Judgment, care, and the final standard still belong to the builder.

01 Listen closely02 Shape the system03 Make it useful04 Finish with taste