SOVEREIGN TRAINING STUDIO

Your knowledge.
Your voice.
Your AI.

One studio. Two ways to make it yours.

Turn long answers into clear next steps. Shape a voice with the words and sound you want. Bring your examples to IndigiCore One and IndigiVoice—and start making AI your own.

See what you can teach

Built for Tribal Nations and organizations.

CHOOSE YOUR PATH

INDIGICORE ONE / TEXT

Less rambling. More doing.

Want three clear steps instead of a long explanation? Show it questions paired with the kind of answer you want.

See the text example
  1. 01 Prepare
  2. 02 Train
  3. 03 Evaluate

Your examples. A separate version. Your review.

SMALL EXAMPLES. A BIGGER IDEA.

Don’t just use AI.
Teach it your way.

A different answer. A distinctive voice. See what you can teach with two simple examples.

01

INDIGICORE ONE · TEXT TRAINING

From long answers
to clear next steps.

You want an assistant that gets to the point. Teach it to answer with three short actions, every time the question calls for a how-to.

THE QUESTION

“How should I prepare for a team meeting?”

THE STYLE YOU WANT TO CHANGE

Preparing for a productive team meeting involves several considerations. It can be helpful to familiarize yourself with the topics that will be discussed, reflect on your recent work, and think about areas where you might benefit from input from your colleagues.

Too much explanation. Where do I start?

THE ANSWER YOU TEACH

  1. Read the agenda.
  2. Pick two updates to share.
  3. Bring one question for the team.
Three actions. Plain English. Ready to use.
That’s a behavior you can train.

Add more questions with answers in this style. Train a separate version, then try new questions to see whether it follows the pattern.

Illustrative writing examples, authored to explain the goal—not measured before-and-after model results.

02

INDIGIVOICE · HEAR THE DIFFERENCE

Same words.
A different presence.

Start with a basic synthetic voice. Then hear Caro, a voice available in Sovereign, bring the same English sentence to life.

ONE SENTENCE. TWO VOICES.

“Welcome back. Let’s take the next step together.”

This shared transcript lets you focus on the delivery.

BEFORE / BASIC SYNTHETIC VOICE

The starting point.

Original English demonstration · System voice

AFTER / CARO IN SOVEREIGN

A voice with more character.

Generated with Sovereign’s installed Caro voice

Listen separately, or play both in order.

A comparison of two existing synthetic voices, not a before-and-after training result. Both read the same text and use matching loudness targets.

Now imagine shaping a voice for your team.

Voice training starts with recordings and accurate transcripts. Build a collection in your target language, train a separate version, and listen to new phrases to evaluate the result.

Language support and quality depend on the base model, recordings, and training. Fluent speakers guide pronunciation and review.

FROM “WHAT IF” TO YOUR NEXT VERSION

Bring the examples.
Build the difference.

One place to prepare your material, train a version, and decide whether it’s ready for your team.

  1. 01

    Show it what you want.

    For text, add questions and your ideal answers. For voice, pair recordings with the exact words spoken.

  2. 02

    Train your version.

    Use your reviewed examples to create a separate adaptation on supported hardware. Keep your original available.

  3. 03

    Try something new.

    Ask questions or use phrases that weren’t in training. Compare the results and choose your next step.

TAKE A LOOK INSIDE

See a project
come together.

Watch a separate text-training example inside the real studio: add the answers you want, set aside questions for testing, and prepare your project.

COMMUNITY KNOWLEDGE STEWARD TRAINING STUDIO
61 seconds · Real studio captures + animated explanationOriginal drum-led soundtrack · Sound controls in player
About this example

Community Knowledge Steward is a fictional teaching example. Ten authored request-and-answer pairs demonstrate a consistent response pattern: answer, basis, and next step. Six are assigned to learning, two to validation, and two to final evaluation. The film combines animated explanations with current Training Studio captures showing the dataset editor, held-out examples, review checks, and a saved preparation package.

Ideal answers are teaching targets written for this demonstration, not measured model outputs. The small dataset illustrates the process; it does not establish reliable behavior. No training run, improvement score, or deployment is presented. Response training also does not replace application permissions or access controls.

LET’S MAKE IT PRACTICAL

Your first idea.
Made clearer.

What can I teach a text model?

Start with the way you want it to respond: shorter answers, a consistent format, your preferred terms, or a helpful next step. Show that behavior across a collection of questions and ideal answers, then test it with new questions.

Can I explore a new language with IndigiVoice?

You can scope a voice-training project around recordings and transcripts in your target language. We’ll assess model support and your material together. Fluent speakers evaluate pronunciation and naturalness; a few examples do not guarantee language fluency.

How is training different from uploading documents?

Documents give your AI information to draw on. Training examples help shape how a model responds or speaks. You can use your knowledge in the workspace and explore training when you want a more specific behavior or voice.

Do I need a finished dataset to talk to you?

No. Bring the behavior you want to change or the voice experience you want to create. A few representative examples are enough to start a conversation about a pilot, the material you’ll need, and how to evaluate it.

MAKE YOUR NEXT AI MORE YOURS

Show us the answer you wish it gave.
Let’s start there.

A sharper assistant. A more distinctive voice. Bring one idea, and let’s explore a focused training pilot for your Nation or organization.

Let’s shape your AI