← Back to Handbook
Catena Labs Handbook

Use Cases

Real time content payments, autonomous procurement, data marketplaces, DePIN, and embedded finance.

Topic 9
Use Cases

Catena makes it possible for AI agents to earn, spend, and move money safely in real world systems.

Below are key use cases where AI native finance is necessary and traditional finance fails.

1. Real Time Content Payments

What this means

AI systems can:

  • Create content
  • Moderate content
  • Translate content
  • Distribute content

They can also pay creators instantly when value is delivered.

How Catena helps

With Catena:

  • Payments happen the moment content is used
  • No monthly payouts
  • No manual invoicing
  • Clear tracking of who earned what

This rewards creators fairly and instantly.

Simple example

A writer’s article is read by an AI system. The AI pays the writer immediately per view or use.

2. Autonomous Procurement

What this means

Autonomous procurement is when AI agents buy goods or services on their own.

This includes:

  • Cloud services
  • Data access
  • APIs
  • Digital tools

How Catena helps

Catena allows agents to:

  • Pay for services automatically
  • Stay within spending limits
  • Choose approved vendors only

Humans set the rules once, and agents operate safely.

Simple example

An AI running a startup automatically pays for server usage without human approval every time.

3. Data Marketplaces

What this means

AI agents need data to work well. Data marketplaces allow:

  • People and companies to sell data
  • AI agents to buy data instantly

How Catena helps

Catena enables:

  • Instant payment for data access
  • Clear pricing
  • Secure, traceable transactions

This creates a fair data economy.

Simple example

An AI buys real time weather data and pays per request automatically.

4. DePIN (Decentralized Physical Infrastructure)

What this means

DePIN systems use many independent machines to provide real world services, like:

  • Internet access
  • Sensors
  • Storage
  • Energy

These machines often run autonomously.

How Catena helps

Catena allows:

  • Machines to earn money for work done
  • Payments to happen automatically
  • Clear accounting across many devices

This makes large machine networks possible.

Simple example

A sensor network gets paid automatically for sharing data.

5. Embedded Finance

What this means

Embedded finance means financial actions happen directly inside products.

  • No separate apps
  • No manual steps

How Catena helps

Catena allows AI powered products to:

  • Pay users inside the app
  • Charge users automatically
  • Move money in the background

All safely and compliantly.

Simple example

An AI tool pays freelancers directly from inside the platform when tasks are completed.

Why these use cases matter

All these use cases require:

  • Instant payments
  • Clear rules
  • Accountability
  • Machine speed decisions

Traditional finance cannot support this.

Catena is built specifically for these needs.

Catena enables real world AI commerce by powering instant content payments, autonomous buying, data markets, machine networks, and built in finance, all safely controlled by humans.

Use Cases